{
    "metadata": {
        "benchmark": "Finance Agent v1",
        "slug": "finance_agent_v1",
        "description": "Evaluating agents on core financial analyst tasks",
        "benchmark_id": "finance_agent_v1",
        "updated": "2026-02-10",
        "dataset_type": "private",
        "industry": "finance",
        "tasks": {
            "overall": "Overall",
            "simple_retrieval_quantitative": "Simple retrieval - Quantitative",
            "simple_retrieval_qualitative": "Simple retrieval - Qualitative",
            "complex_retrieval": "Complex Retrieval",
            "numerical_reasoning": "Numerical Reasoning",
            "financial_modeling": "Financial Modeling  Projections",
            "market_analysis": "Market Analysis",
            "beat_or_miss": "Beat or Miss",
            "trends": "Trends",
            "adjustments": "Adjustments"
        },
        "total_models": 59,
        "models": [
            "ai21labs/jamba-mini-1.6",
            "alibaba/qwen3-max",
            "alibaba/qwen3-max-2026-01-23",
            "alibaba/qwen3-max-preview",
            "anthropic/claude-3-5-haiku-20241022",
            "anthropic/claude-3-7-sonnet-20250219",
            "anthropic/claude-3-7-sonnet-20250219-thinking",
            "anthropic/claude-haiku-4-5-20251001-thinking",
            "anthropic/claude-opus-4-1-20250805",
            "anthropic/claude-opus-4-1-20250805-thinking",
            "anthropic/claude-opus-4-20250514",
            "anthropic/claude-opus-4-20250514-thinking",
            "anthropic/claude-opus-4-5-20251101",
            "anthropic/claude-opus-4-5-20251101-thinking",
            "anthropic/claude-opus-4-6-thinking",
            "anthropic/claude-sonnet-4-20250514",
            "anthropic/claude-sonnet-4-20250514-thinking",
            "anthropic/claude-sonnet-4-5-20250929",
            "anthropic/claude-sonnet-4-5-20250929-thinking",
            "cohere/command-a-03-2025",
            "fireworks/gpt-oss-120b",
            "fireworks/llama4-maverick-instruct-basic",
            "google/gemini-2.0-flash-001",
            "google/gemini-2.5-flash-preview-09-2025",
            "google/gemini-2.5-flash-preview-09-2025-thinking",
            "google/gemini-2.5-pro-preview-03-25",
            "google/gemini-3-flash-preview",
            "google/gemini-3-pro-preview",
            "grok/grok-3",
            "grok/grok-3-mini-fast-high-reasoning",
            "grok/grok-3-mini-fast-low-reasoning",
            "grok/grok-4-0709",
            "grok/grok-4-1-fast-non-reasoning",
            "grok/grok-4-1-fast-reasoning",
            "grok/grok-4-fast-non-reasoning",
            "grok/grok-4-fast-reasoning",
            "kimi/kimi-k2-thinking",
            "kimi/kimi-k2.5-thinking",
            "minimax/MiniMax-M2.1",
            "mistralai/magistral-medium-2506",
            "mistralai/magistral-medium-2509",
            "mistralai/mistral-large-2512",
            "mistralai/mistral-medium-2505",
            "mistralai/mistral-small-2503",
            "openai/gpt-4.1-2025-04-14",
            "openai/gpt-4.1-mini-2025-04-14",
            "openai/gpt-4.1-nano-2025-04-14",
            "openai/gpt-4o-2024-08-06",
            "openai/gpt-4o-mini-2024-07-18",
            "openai/gpt-5-2025-08-07",
            "openai/gpt-5.1-2025-11-13",
            "openai/gpt-5.2-2025-12-11",
            "openai/o1-2024-12-17",
            "openai/o3-2025-04-16",
            "openai/o3-mini-2025-01-31",
            "openai/o4-mini-2025-04-16",
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo",
            "zai/glm-4.6",
            "zai/glm-4.7"
        ],
        "partners": [],
        "showBadge": false,
        "visible": true,
        "use_cost_per_test": true,
        "family": "finance_agent",
        "version": "1",
        "archived": true,
        "runner": "custom",
        "mode": "agentic"
    },
    "tasks": {
        "overall": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 60.6537,
                "latency": 251.1514,
                "stderr": 1.072,
                "cost_per_test": 1.460254,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 56.5528,
                "latency": 356.627,
                "stderr": 1.139,
                "cost_per_test": 0.44323,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 55.3232,
                "latency": 140.8643,
                "stderr": 1.1496,
                "cost_per_test": 0.981899,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 55.232,
                "latency": 126.9531,
                "stderr": 1.1439,
                "cost_per_test": 1.167628,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 54.5167,
                "latency": 84.8069,
                "stderr": 1.137,
                "cost_per_test": 1.189665,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 52.7948,
                "latency": 358.7118,
                "stderr": 1.178,
                "cost_per_test": 0.939474,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 50.8892,
                "latency": 141.2137,
                "stderr": 1.1971,
                "cost_per_test": 3.802345,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 49.2495,
                "latency": 111.3328,
                "stderr": 1.1933,
                "cost_per_test": 1.149563,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 49.2399,
                "latency": 245.5813,
                "stderr": 1.2199,
                "cost_per_test": 0.141314,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 47.6944,
                "latency": 45.1963,
                "stderr": 1.2212,
                "cost_per_test": 0.130181,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 46.8901,
                "latency": 458.528,
                "stderr": 1.2192,
                "cost_per_test": 0.690356,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 46.0645,
                "latency": 118.947,
                "stderr": 1.2199,
                "cost_per_test": 3.73444,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 44.5262,
                "latency": 45.1963,
                "stderr": 1.2192,
                "cost_per_test": 0.198131,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 44.1354,
                "latency": 121.9327,
                "stderr": 1.2245,
                "cost_per_test": 0.52729,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 44.0773,
                "latency": 45.1963,
                "stderr": 1.232,
                "cost_per_test": 0.198131,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 44.0105,
                "latency": 192.8798,
                "stderr": 1.2301,
                "cost_per_test": 0.055425,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 43.6056,
                "latency": 135.4814,
                "stderr": 1.2172,
                "cost_per_test": 3.705654,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 43.4912,
                "latency": 94.1698,
                "stderr": 1.2338,
                "cost_per_test": 0.857452,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 43.2294,
                "latency": 471.4992,
                "stderr": 1.243,
                "cost_per_test": 1.277493,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 43.0426,
                "latency": 98.2393,
                "stderr": 1.2295,
                "cost_per_test": 0.282041,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 42.872,
                "latency": 45.1963,
                "stderr": 1.2276,
                "cost_per_test": 0.198131,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 42.346,
                "latency": 100.7996,
                "stderr": 1.2307,
                "cost_per_test": 3.843008,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "zai/glm-4.7": {
                "accuracy": 41.8748,
                "latency": 386.0473,
                "stderr": 1.2505,
                "cost_per_test": 0.201365,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "grok/grok-4-0709": {
                "accuracy": 40.2615,
                "latency": 446.4825,
                "stderr": 1.2468,
                "cost_per_test": 1.10794,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 39.3239,
                "latency": 892.6527,
                "stderr": 1.2805,
                "cost_per_test": 0.357442,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 37.8518,
                "latency": 196.3802,
                "stderr": 1.2644,
                "cost_per_test": 0.088984,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 37.0629,
                "latency": 61.7117,
                "stderr": 1.2584,
                "cost_per_test": 0.20043,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 35.879,
                "latency": 45.1963,
                "stderr": 1.2889,
                "cost_per_test": 0.0716,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 32.1744,
                "latency": 222.1956,
                "stderr": 1.302,
                "cost_per_test": 0.329085,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 31.6753,
                "latency": 45.1963,
                "stderr": 1.3035,
                "cost_per_test": 0.01886,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 31.1632,
                "latency": 47.3274,
                "stderr": 1.3012,
                "cost_per_test": 0.063933,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 30.6538,
                "latency": 66.6855,
                "stderr": 1.3023,
                "cost_per_test": 0.075946,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 29.7193,
                "latency": 145.8614,
                "stderr": 1.3017,
                "cost_per_test": 0.106596,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 29.3657,
                "latency": 45.1963,
                "stderr": 0.0,
                "cost_per_test": 0.086129,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 28.3164,
                "latency": 188.3849,
                "stderr": 1.3026,
                "cost_per_test": 0.071511,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "zai/glm-4.6": {
                "accuracy": 27.0627,
                "latency": 132.5813,
                "stderr": 1.3024,
                "cost_per_test": 0.241952,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 25.9945,
                "latency": 125.0259,
                "stderr": 1.3028,
                "cost_per_test": 0.095624,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 24.7567,
                "latency": 36.7626,
                "stderr": 1.3013,
                "cost_per_test": 0.105802,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 24.5723,
                "latency": 45.1963,
                "stderr": 1.3026,
                "cost_per_test": 0.130181,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-3": {
                "accuracy": 24.0764,
                "latency": 45.1963,
                "stderr": 1.3027,
                "cost_per_test": 0.198131,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 23.5155,
                "latency": 220.0312,
                "stderr": 1.2782,
                "cost_per_test": 0.109253,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 20.837,
                "latency": 45.1963,
                "stderr": 1.2833,
                "cost_per_test": 0.026036,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 20.7635,
                "latency": 45.1963,
                "stderr": 1.288,
                "cost_per_test": 0.976357,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 19.3336,
                "latency": 45.1963,
                "stderr": 1.2742,
                "cost_per_test": 0.162726,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 18.2258,
                "latency": 352.2806,
                "stderr": 1.2458,
                "cost_per_test": 0.484308,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 17.7401,
                "latency": 178.7293,
                "stderr": 1.2711,
                "cost_per_test": 0.378365,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 17.0917,
                "latency": 45.1963,
                "stderr": 1.2629,
                "cost_per_test": 0.01886,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 14.3353,
                "latency": 45.1963,
                "stderr": 1.2362,
                "cost_per_test": 0.052835,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 13.1666,
                "latency": 45.1963,
                "stderr": 1.2029,
                "cost_per_test": 0.006509,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 12.7166,
                "latency": 45.1963,
                "stderr": 1.1899,
                "cost_per_test": 0.0716,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 10.7692,
                "latency": 45.1963,
                "stderr": 0.0,
                "cost_per_test": 0.009764,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 10.002,
                "latency": 45.1963,
                "stderr": 1.1915,
                "cost_per_test": 0.004882,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 8.8479,
                "latency": 45.1963,
                "stderr": 1.1712,
                "cost_per_test": 0.026417,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 7.4553,
                "latency": 45.1963,
                "stderr": 1.1133,
                "cost_per_test": 0.127321,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 4.2887,
                "latency": 45.1963,
                "stderr": 1.1574,
                "cost_per_test": 0.162726,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 3.635,
                "latency": 45.1963,
                "stderr": 0.9569,
                "cost_per_test": 0.01432,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 3.3588,
                "latency": 45.1963,
                "stderr": 0.9299,
                "cost_per_test": 0.054763,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 2.4739,
                "latency": 45.1963,
                "stderr": 1.072,
                "cost_per_test": 0.006509,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 1.7417,
                "latency": 45.1963,
                "stderr": 1.0441,
                "cost_per_test": 0.012637,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            }
        },
        "simple_retrieval_quantitative": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 78.125,
                "latency": 151.731,
                "stderr": 5.1675,
                "cost_per_test": 1.053315,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 75.0,
                "latency": 44.1029,
                "stderr": 5.4127,
                "cost_per_test": 0.199196,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 75.0,
                "latency": 79.5188,
                "stderr": 5.4127,
                "cost_per_test": 0.858865,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 73.4375,
                "latency": 44.1029,
                "stderr": 5.5208,
                "cost_per_test": 0.199196,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 73.4375,
                "latency": 66.386,
                "stderr": 5.5208,
                "cost_per_test": 0.652396,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 73.4375,
                "latency": 96.2476,
                "stderr": 5.5208,
                "cost_per_test": 0.454254,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 71.875,
                "latency": 138.5159,
                "stderr": 5.6201,
                "cost_per_test": 0.101796,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 71.875,
                "latency": 212.321,
                "stderr": 5.6201,
                "cost_per_test": 0.250055,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 71.875,
                "latency": 306.7421,
                "stderr": 5.6201,
                "cost_per_test": 0.760982,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 70.3125,
                "latency": 49.5348,
                "stderr": 5.711,
                "cost_per_test": 0.995753,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 70.3125,
                "latency": 90.1869,
                "stderr": 5.711,
                "cost_per_test": 0.600493,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 70.3125,
                "latency": 97.7763,
                "stderr": 5.711,
                "cost_per_test": 3.090534,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 68.75,
                "latency": 44.1029,
                "stderr": 5.7939,
                "cost_per_test": 0.199196,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 68.75,
                "latency": 64.2826,
                "stderr": 5.7939,
                "cost_per_test": 0.169369,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 68.75,
                "latency": 67.1782,
                "stderr": 5.7939,
                "cost_per_test": 3.004259,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 68.75,
                "latency": 88.248,
                "stderr": 5.7939,
                "cost_per_test": 0.973451,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 67.1875,
                "latency": 88.1121,
                "stderr": 5.8691,
                "cost_per_test": 3.015309,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 67.1875,
                "latency": 94.9883,
                "stderr": 5.8691,
                "cost_per_test": 2.807618,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 67.1875,
                "latency": 140.844,
                "stderr": 5.8691,
                "cost_per_test": 0.046211,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 67.1875,
                "latency": 346.3271,
                "stderr": 5.8691,
                "cost_per_test": 0.730609,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 65.625,
                "latency": 316.2824,
                "stderr": 5.937,
                "cost_per_test": 0.46159,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 64.0625,
                "latency": 44.1029,
                "stderr": 5.9977,
                "cost_per_test": 0.131097,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "zai/glm-4.7": {
                "accuracy": 62.5,
                "latency": 255.8747,
                "stderr": 6.0515,
                "cost_per_test": 0.139358,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 57.8125,
                "latency": 141.9621,
                "stderr": 6.1732,
                "cost_per_test": 0.061217,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 57.8125,
                "latency": 149.7342,
                "stderr": 6.1732,
                "cost_per_test": 0.218202,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 56.25,
                "latency": 32.8627,
                "stderr": 6.201,
                "cost_per_test": 0.046813,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.6": {
                "accuracy": 56.25,
                "latency": 105.7453,
                "stderr": 6.201,
                "cost_per_test": 0.202001,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 54.6875,
                "latency": 40.2739,
                "stderr": 6.2225,
                "cost_per_test": 0.14422,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-4-0709": {
                "accuracy": 54.6875,
                "latency": 373.4291,
                "stderr": 6.2225,
                "cost_per_test": 0.887081,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 53.125,
                "latency": 44.1029,
                "stderr": 6.2378,
                "cost_per_test": 0.01907,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 53.125,
                "latency": 44.1029,
                "stderr": 6.2378,
                "cost_per_test": 0.072104,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 53.125,
                "latency": 106.9208,
                "stderr": 6.2378,
                "cost_per_test": 0.076477,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 51.5625,
                "latency": 641.0852,
                "stderr": 6.2469,
                "cost_per_test": 0.250917,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 50.0,
                "latency": 108.6251,
                "stderr": 6.25,
                "cost_per_test": 0.051913,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 48.4375,
                "latency": 44.1029,
                "stderr": 6.2469,
                "cost_per_test": 0.131097,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 48.4375,
                "latency": 52.0667,
                "stderr": 6.2469,
                "cost_per_test": 0.052146,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 46.875,
                "latency": 44.1029,
                "stderr": 6.2378,
                "cost_per_test": 0.163872,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 45.3125,
                "latency": 44.1029,
                "stderr": 6.2225,
                "cost_per_test": 0.086186,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 45.3125,
                "latency": 44.1029,
                "stderr": 6.2225,
                "cost_per_test": 0.98323,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 45.3125,
                "latency": 190.8267,
                "stderr": 6.2225,
                "cost_per_test": 0.366488,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 43.75,
                "latency": 24.5929,
                "stderr": 6.201,
                "cost_per_test": 0.08055,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 43.75,
                "latency": 97.3967,
                "stderr": 6.201,
                "cost_per_test": 0.065914,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-3": {
                "accuracy": 40.625,
                "latency": 44.1029,
                "stderr": 6.1392,
                "cost_per_test": 0.199196,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 39.0625,
                "latency": 44.1029,
                "stderr": 6.0986,
                "cost_per_test": 0.006555,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 39.0625,
                "latency": 75.5604,
                "stderr": 6.0986,
                "cost_per_test": 0.186962,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 37.5,
                "latency": 44.1029,
                "stderr": 6.0515,
                "cost_per_test": 0.009832,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 37.5,
                "latency": 44.1029,
                "stderr": 6.0515,
                "cost_per_test": 0.026219,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 35.9375,
                "latency": 44.1029,
                "stderr": 5.9977,
                "cost_per_test": 0.01907,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 34.375,
                "latency": 44.1029,
                "stderr": 5.937,
                "cost_per_test": 0.053119,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 34.375,
                "latency": 44.1029,
                "stderr": 5.937,
                "cost_per_test": 0.072104,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 32.8125,
                "latency": 132.2802,
                "stderr": 5.8691,
                "cost_per_test": 0.065256,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 25.0,
                "latency": 44.1029,
                "stderr": 5.4127,
                "cost_per_test": 0.004916,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 20.3125,
                "latency": 44.1029,
                "stderr": 5.0291,
                "cost_per_test": 0.026559,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 15.625,
                "latency": 44.1029,
                "stderr": 4.5387,
                "cost_per_test": 0.128547,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 15.625,
                "latency": 44.1029,
                "stderr": 4.5387,
                "cost_per_test": 0.163872,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 7.8125,
                "latency": 44.1029,
                "stderr": 3.3546,
                "cost_per_test": 0.014421,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 3.125,
                "latency": 44.1029,
                "stderr": 2.1749,
                "cost_per_test": 0.055439,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 1.5625,
                "latency": 44.1029,
                "stderr": 1.5502,
                "cost_per_test": 0.006555,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 44.1029,
                "stderr": 0.0,
                "cost_per_test": 0.01277,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            }
        },
        "simple_retrieval_qualitative": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 77.0492,
                "latency": 138.5859,
                "stderr": 5.3842,
                "cost_per_test": 0.875562,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 73.7705,
                "latency": 78.1444,
                "stderr": 5.6321,
                "cost_per_test": 0.748714,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 73.7705,
                "latency": 94.3271,
                "stderr": 5.6321,
                "cost_per_test": 0.949327,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 72.1311,
                "latency": 61.6549,
                "stderr": 5.7406,
                "cost_per_test": 0.686553,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 70.4918,
                "latency": 246.2655,
                "stderr": 5.8395,
                "cost_per_test": 0.310986,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 67.2131,
                "latency": 87.8934,
                "stderr": 6.0105,
                "cost_per_test": 0.613938,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 67.2131,
                "latency": 113.8711,
                "stderr": 6.0105,
                "cost_per_test": 2.913909,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 67.2131,
                "latency": 143.3565,
                "stderr": 6.0105,
                "cost_per_test": 0.081095,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 62.2951,
                "latency": 37.4088,
                "stderr": 6.2053,
                "cost_per_test": 0.173042,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 62.2951,
                "latency": 229.0658,
                "stderr": 6.2053,
                "cost_per_test": 0.518973,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 62.2951,
                "latency": 281.4374,
                "stderr": 6.2053,
                "cost_per_test": 0.702572,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 60.6557,
                "latency": 37.4088,
                "stderr": 6.2548,
                "cost_per_test": 0.173042,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 60.6557,
                "latency": 94.1831,
                "stderr": 6.2548,
                "cost_per_test": 2.793502,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 60.6557,
                "latency": 204.3714,
                "stderr": 6.2548,
                "cost_per_test": 0.057253,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "zai/glm-4.7": {
                "accuracy": 60.6557,
                "latency": 294.783,
                "stderr": 6.2548,
                "cost_per_test": 0.140075,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 59.0164,
                "latency": 37.4088,
                "stderr": 6.2969,
                "cost_per_test": 0.113643,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 59.0164,
                "latency": 37.4088,
                "stderr": 6.2969,
                "cost_per_test": 0.173042,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 57.377,
                "latency": 64.0078,
                "stderr": 6.3318,
                "cost_per_test": 0.154918,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 57.377,
                "latency": 83.9867,
                "stderr": 6.3318,
                "cost_per_test": 0.344881,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 57.377,
                "latency": 87.7807,
                "stderr": 6.3318,
                "cost_per_test": 2.858314,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 57.377,
                "latency": 146.8475,
                "stderr": 6.3318,
                "cost_per_test": 0.034424,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 55.7377,
                "latency": 112.5169,
                "stderr": 6.3596,
                "cost_per_test": 2.666748,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 54.0984,
                "latency": 69.9595,
                "stderr": 6.3803,
                "cost_per_test": 0.523099,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 52.459,
                "latency": 99.5913,
                "stderr": 6.3941,
                "cost_per_test": 0.051966,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 50.8197,
                "latency": 406.6561,
                "stderr": 6.401,
                "cost_per_test": 0.643532,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 47.541,
                "latency": 76.4023,
                "stderr": 6.3941,
                "cost_per_test": 0.056048,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 45.9016,
                "latency": 96.2659,
                "stderr": 6.3803,
                "cost_per_test": 0.040103,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "grok/grok-4-0709": {
                "accuracy": 45.9016,
                "latency": 301.321,
                "stderr": 6.3803,
                "cost_per_test": 0.58195,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 44.2623,
                "latency": 37.4088,
                "stderr": 6.3596,
                "cost_per_test": 0.022729,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 44.2623,
                "latency": 37.4088,
                "stderr": 6.3596,
                "cost_per_test": 0.075324,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 44.2623,
                "latency": 40.9672,
                "stderr": 6.3596,
                "cost_per_test": 0.099012,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 44.2623,
                "latency": 808.6136,
                "stderr": 6.3596,
                "cost_per_test": 0.271739,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 42.623,
                "latency": 24.5433,
                "stderr": 6.3318,
                "cost_per_test": 0.060981,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 42.623,
                "latency": 37.4088,
                "stderr": 6.3318,
                "cost_per_test": 0.016445,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 42.623,
                "latency": 126.5402,
                "stderr": 6.3318,
                "cost_per_test": 0.178925,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "zai/glm-4.6": {
                "accuracy": 40.9836,
                "latency": 101.6287,
                "stderr": 6.2969,
                "cost_per_test": 0.15353,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 39.3443,
                "latency": 37.4088,
                "stderr": 6.2548,
                "cost_per_test": 0.062503,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 37.7049,
                "latency": 37.4088,
                "stderr": 6.2053,
                "cost_per_test": 0.016445,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 36.0656,
                "latency": 37.4088,
                "stderr": 6.1482,
                "cost_per_test": 0.113643,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 36.0656,
                "latency": 37.4088,
                "stderr": 6.1482,
                "cost_per_test": 0.142053,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 34.4262,
                "latency": 36.2362,
                "stderr": 6.0834,
                "cost_per_test": 0.045771,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 34.4262,
                "latency": 145.0258,
                "stderr": 6.0834,
                "cost_per_test": 0.075305,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "grok/grok-3": {
                "accuracy": 32.7869,
                "latency": 37.4088,
                "stderr": 6.0105,
                "cost_per_test": 0.173042,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 32.7869,
                "latency": 84.1064,
                "stderr": 6.0105,
                "cost_per_test": 0.12026,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 29.5082,
                "latency": 47.7567,
                "stderr": 5.8395,
                "cost_per_test": 0.047905,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 27.8689,
                "latency": 37.4088,
                "stderr": 5.7406,
                "cost_per_test": 0.046145,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 27.8689,
                "latency": 37.4088,
                "stderr": 5.7406,
                "cost_per_test": 0.852319,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 24.5902,
                "latency": 37.4088,
                "stderr": 5.5135,
                "cost_per_test": 0.008523,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 22.9508,
                "latency": 37.4088,
                "stderr": 5.3842,
                "cost_per_test": 0.005682,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 22.9508,
                "latency": 37.4088,
                "stderr": 5.3842,
                "cost_per_test": 0.062503,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 21.3115,
                "latency": 224.4644,
                "stderr": 5.2432,
                "cost_per_test": 0.226702,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 18.0328,
                "latency": 37.4088,
                "stderr": 4.9225,
                "cost_per_test": 0.023072,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 14.7541,
                "latency": 37.4088,
                "stderr": 4.5408,
                "cost_per_test": 0.004262,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 11.4754,
                "latency": 37.4088,
                "stderr": 4.0809,
                "cost_per_test": 0.111064,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 9.8361,
                "latency": 37.4088,
                "stderr": 3.813,
                "cost_per_test": 0.142053,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 8.1967,
                "latency": 37.4088,
                "stderr": 3.5122,
                "cost_per_test": 0.01102,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 8.1967,
                "latency": 37.4088,
                "stderr": 3.5122,
                "cost_per_test": 0.047734,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 6.5574,
                "latency": 37.4088,
                "stderr": 3.1694,
                "cost_per_test": 0.005682,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 3.2787,
                "latency": 37.4088,
                "stderr": 2.2801,
                "cost_per_test": 0.012501,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            }
        },
        "complex_retrieval": {
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 66.6667,
                "latency": 186.027,
                "stderr": 11.1111,
                "cost_per_test": 1.208596,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 61.1111,
                "latency": 104.4653,
                "stderr": 11.4904,
                "cost_per_test": 1.445046,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 61.1111,
                "latency": 200.6056,
                "stderr": 11.4904,
                "cost_per_test": 5.641491,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 61.1111,
                "latency": 390.0032,
                "stderr": 11.4904,
                "cost_per_test": 0.660988,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 55.5556,
                "latency": 47.5281,
                "stderr": 11.7121,
                "cost_per_test": 0.167978,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 50.0,
                "latency": 67.7687,
                "stderr": 11.7851,
                "cost_per_test": 0.215127,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 50.0,
                "latency": 150.3189,
                "stderr": 11.7851,
                "cost_per_test": 1.25262,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-0709": {
                "accuracy": 50.0,
                "latency": 239.2806,
                "stderr": 11.7851,
                "cost_per_test": 1.127223,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 50.0,
                "latency": 342.2063,
                "stderr": 11.7851,
                "cost_per_test": 0.206668,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 50.0,
                "latency": 353.024,
                "stderr": 11.7851,
                "cost_per_test": 1.872775,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 50.0,
                "latency": 493.2561,
                "stderr": 11.7851,
                "cost_per_test": 1.285048,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 47.3684,
                "latency": 174.9248,
                "stderr": 11.4549,
                "cost_per_test": 0.082148,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 44.4444,
                "latency": 47.4351,
                "stderr": 11.7121,
                "cost_per_test": 0.069012,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 44.4444,
                "latency": 47.5281,
                "stderr": 11.7121,
                "cost_per_test": 0.109956,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 44.4444,
                "latency": 142.4582,
                "stderr": 11.7121,
                "cost_per_test": 0.435508,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 44.4444,
                "latency": 155.3782,
                "stderr": 11.7121,
                "cost_per_test": 5.042624,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 44.4444,
                "latency": 599.916,
                "stderr": 11.7121,
                "cost_per_test": 0.95341,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 38.8889,
                "latency": 47.5281,
                "stderr": 11.4904,
                "cost_per_test": 0.167978,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 38.8889,
                "latency": 79.8819,
                "stderr": 11.4904,
                "cost_per_test": 0.086643,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 38.8889,
                "latency": 100.8599,
                "stderr": 11.4904,
                "cost_per_test": 1.124898,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 38.8889,
                "latency": 132.184,
                "stderr": 11.4904,
                "cost_per_test": 0.637068,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 38.8889,
                "latency": 159.2861,
                "stderr": 11.4904,
                "cost_per_test": 4.453377,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 38.8889,
                "latency": 162.7085,
                "stderr": 11.4904,
                "cost_per_test": 0.172952,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 38.8889,
                "latency": 333.9927,
                "stderr": 11.4904,
                "cost_per_test": 0.543773,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 38.8889,
                "latency": 418.6632,
                "stderr": 11.4904,
                "cost_per_test": 0.289841,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 38.8889,
                "latency": 577.65,
                "stderr": 11.4904,
                "cost_per_test": 1.83053,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 33.3333,
                "latency": 37.8955,
                "stderr": 11.1111,
                "cost_per_test": 0.101888,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 33.3333,
                "latency": 47.5281,
                "stderr": 11.1111,
                "cost_per_test": 0.060476,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 33.3333,
                "latency": 47.5281,
                "stderr": 11.1111,
                "cost_per_test": 0.073796,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 33.3333,
                "latency": 47.5281,
                "stderr": 11.1111,
                "cost_per_test": 0.167978,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 33.3333,
                "latency": 107.7241,
                "stderr": 11.1111,
                "cost_per_test": 1.217983,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 33.3333,
                "latency": 121.6999,
                "stderr": 11.1111,
                "cost_per_test": 4.733444,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 33.3333,
                "latency": 157.6224,
                "stderr": 11.1111,
                "cost_per_test": 0.095083,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 27.7778,
                "latency": 47.5281,
                "stderr": 10.5572,
                "cost_per_test": 0.015783,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 27.7778,
                "latency": 47.5281,
                "stderr": 10.5572,
                "cost_per_test": 0.824672,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "zai/glm-4.6": {
                "accuracy": 27.7778,
                "latency": 178.8132,
                "stderr": 10.5572,
                "cost_per_test": 0.345436,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "zai/glm-4.7": {
                "accuracy": 27.7778,
                "latency": 823.8402,
                "stderr": 10.5572,
                "cost_per_test": 0.492632,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 22.2222,
                "latency": 47.5281,
                "stderr": 9.7991,
                "cost_per_test": 0.109956,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 22.2222,
                "latency": 47.5281,
                "stderr": 9.7991,
                "cost_per_test": 0.137445,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 22.2222,
                "latency": 197.8269,
                "stderr": 9.7991,
                "cost_per_test": 0.108517,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 22.2222,
                "latency": 260.3713,
                "stderr": 9.7991,
                "cost_per_test": 0.391978,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 22.2222,
                "latency": 333.7433,
                "stderr": 9.7991,
                "cost_per_test": 0.118791,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 16.6667,
                "latency": 47.5281,
                "stderr": 8.7841,
                "cost_per_test": 0.004123,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 16.6667,
                "latency": 47.5281,
                "stderr": 8.7841,
                "cost_per_test": 0.022397,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 16.6667,
                "latency": 47.5281,
                "stderr": 8.7841,
                "cost_per_test": 0.044794,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 16.6667,
                "latency": 47.5281,
                "stderr": 8.7841,
                "cost_per_test": 0.060476,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-3": {
                "accuracy": 16.6667,
                "latency": 47.5281,
                "stderr": 8.7841,
                "cost_per_test": 0.167978,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 16.6667,
                "latency": 169.9366,
                "stderr": 8.7841,
                "cost_per_test": 0.144908,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 11.1111,
                "latency": 47.5281,
                "stderr": 7.4074,
                "cost_per_test": 0.008247,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 11.1111,
                "latency": 47.5281,
                "stderr": 7.4074,
                "cost_per_test": 0.012095,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 11.1111,
                "latency": 47.5281,
                "stderr": 7.4074,
                "cost_per_test": 0.015783,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 11.1111,
                "latency": 47.5281,
                "stderr": 7.4074,
                "cost_per_test": 0.106912,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 11.1111,
                "latency": 126.3815,
                "stderr": 7.4074,
                "cost_per_test": 0.325722,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.005498,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.005498,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.01059,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.021991,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.045702,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 5.5556,
                "latency": 47.5281,
                "stderr": 5.399,
                "cost_per_test": 0.137445,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            }
        },
        "numerical_reasoning": {
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 69.2308,
                "latency": 268.7454,
                "stderr": 6.4004,
                "cost_per_test": 0.703219,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 63.4615,
                "latency": 49.1788,
                "stderr": 6.6777,
                "cost_per_test": 0.152094,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 63.4615,
                "latency": 206.4828,
                "stderr": 6.6777,
                "cost_per_test": 1.492185,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 61.5385,
                "latency": 68.5475,
                "stderr": 6.7466,
                "cost_per_test": 1.231684,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 59.6154,
                "latency": 278.1471,
                "stderr": 6.8043,
                "cost_per_test": 0.447058,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 55.7692,
                "latency": 49.1788,
                "stderr": 6.8874,
                "cost_per_test": 0.231075,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 55.7692,
                "latency": 106.0749,
                "stderr": 6.8874,
                "cost_per_test": 1.245108,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 55.7692,
                "latency": 114.0246,
                "stderr": 6.8874,
                "cost_per_test": 0.896216,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 55.7692,
                "latency": 228.9357,
                "stderr": 6.8874,
                "cost_per_test": 0.054967,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 53.8462,
                "latency": 115.4507,
                "stderr": 6.9132,
                "cost_per_test": 0.522567,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 53.8462,
                "latency": 281.1195,
                "stderr": 6.9132,
                "cost_per_test": 0.178094,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 51.9231,
                "latency": 81.932,
                "stderr": 6.9286,
                "cost_per_test": 0.963597,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 51.9231,
                "latency": 82.7171,
                "stderr": 6.9286,
                "cost_per_test": 0.293655,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 50.0,
                "latency": 88.4367,
                "stderr": 6.9338,
                "cost_per_test": 3.701976,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 50.0,
                "latency": 120.7672,
                "stderr": 6.9338,
                "cost_per_test": 3.574546,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 50.0,
                "latency": 134.8531,
                "stderr": 6.9338,
                "cost_per_test": 3.796122,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 50.0,
                "latency": 384.9829,
                "stderr": 6.9338,
                "cost_per_test": 0.576031,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-0709": {
                "accuracy": 50.0,
                "latency": 429.8998,
                "stderr": 6.9338,
                "cost_per_test": 1.283607,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 48.0769,
                "latency": 454.7078,
                "stderr": 6.9286,
                "cost_per_test": 0.950953,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 48.0769,
                "latency": 798.2887,
                "stderr": 6.9286,
                "cost_per_test": 0.301442,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 46.1538,
                "latency": 49.1788,
                "stderr": 6.9132,
                "cost_per_test": 0.231075,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 46.1538,
                "latency": 107.4922,
                "stderr": 6.9132,
                "cost_per_test": 3.530357,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 44.2308,
                "latency": 49.1788,
                "stderr": 6.8874,
                "cost_per_test": 0.083652,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 44.2308,
                "latency": 197.5652,
                "stderr": 6.8874,
                "cost_per_test": 0.102657,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "zai/glm-4.7": {
                "accuracy": 44.2308,
                "latency": 364.9149,
                "stderr": 6.8874,
                "cost_per_test": 0.190238,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 42.3077,
                "latency": 49.1788,
                "stderr": 6.8512,
                "cost_per_test": 0.099949,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 42.3077,
                "latency": 49.1788,
                "stderr": 6.8512,
                "cost_per_test": 0.231075,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 42.3077,
                "latency": 65.7441,
                "stderr": 6.8512,
                "cost_per_test": 0.227859,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 40.3846,
                "latency": 71.2803,
                "stderr": 6.8043,
                "cost_per_test": 0.075644,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 40.3846,
                "latency": 82.9734,
                "stderr": 6.8043,
                "cost_per_test": 0.862779,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 32.6923,
                "latency": 49.1788,
                "stderr": 6.5051,
                "cost_per_test": 0.02213,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 32.6923,
                "latency": 49.1788,
                "stderr": 6.5051,
                "cost_per_test": 1.140707,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "zai/glm-4.6": {
                "accuracy": 32.6923,
                "latency": 113.4705,
                "stderr": 6.5051,
                "cost_per_test": 0.217338,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 30.7692,
                "latency": 55.0178,
                "stderr": 6.4004,
                "cost_per_test": 0.064713,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 30.7692,
                "latency": 127.3212,
                "stderr": 6.4004,
                "cost_per_test": 0.107457,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 30.7692,
                "latency": 151.9576,
                "stderr": 6.4004,
                "cost_per_test": 0.105897,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 28.8462,
                "latency": 212.6055,
                "stderr": 6.2826,
                "cost_per_test": 0.34065,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 26.9231,
                "latency": 134.8242,
                "stderr": 6.1511,
                "cost_per_test": 0.103476,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 25.0,
                "latency": 176.2747,
                "stderr": 6.0048,
                "cost_per_test": 0.069663,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 23.0769,
                "latency": 49.1788,
                "stderr": 5.8427,
                "cost_per_test": 0.030419,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 23.0769,
                "latency": 49.1788,
                "stderr": 5.8427,
                "cost_per_test": 0.152094,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 21.1538,
                "latency": 33.8281,
                "stderr": 5.6635,
                "cost_per_test": 0.104288,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 19.2308,
                "latency": 49.1788,
                "stderr": 5.4654,
                "cost_per_test": 0.02213,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3": {
                "accuracy": 19.2308,
                "latency": 49.1788,
                "stderr": 5.4654,
                "cost_per_test": 0.231075,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 17.3077,
                "latency": 49.1788,
                "stderr": 5.2463,
                "cost_per_test": 0.06162,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 17.3077,
                "latency": 49.1788,
                "stderr": 5.2463,
                "cost_per_test": 0.190118,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 17.3077,
                "latency": 412.135,
                "stderr": 5.2463,
                "cost_per_test": 0.561223,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 15.3846,
                "latency": 205.7741,
                "stderr": 5.0034,
                "cost_per_test": 0.403561,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 9.6154,
                "latency": 49.1788,
                "stderr": 4.0882,
                "cost_per_test": 0.007605,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 9.6154,
                "latency": 49.1788,
                "stderr": 4.0882,
                "cost_per_test": 0.083652,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 7.6923,
                "latency": 49.1788,
                "stderr": 3.6953,
                "cost_per_test": 0.011407,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 5.7692,
                "latency": 49.1788,
                "stderr": 3.2334,
                "cost_per_test": 0.005704,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 3.8462,
                "latency": 49.1788,
                "stderr": 2.6668,
                "cost_per_test": 0.01673,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 1.9231,
                "latency": 49.1788,
                "stderr": 1.9045,
                "cost_per_test": 0.007605,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 1.9231,
                "latency": 49.1788,
                "stderr": 1.9045,
                "cost_per_test": 0.014818,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 1.9231,
                "latency": 49.1788,
                "stderr": 1.9045,
                "cost_per_test": 0.03081,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 1.9231,
                "latency": 49.1788,
                "stderr": 1.9045,
                "cost_per_test": 0.064339,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 1.9231,
                "latency": 49.1788,
                "stderr": 1.9045,
                "cost_per_test": 0.190118,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 0.0,
                "latency": 49.1788,
                "stderr": 0.0,
                "cost_per_test": 0.14916,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            }
        },
        "financial_modeling": {
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 73.3333,
                "latency": 277.7881,
                "stderr": 8.0737,
                "cost_per_test": 0.619597,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 73.3333,
                "latency": 340.8901,
                "stderr": 8.0737,
                "cost_per_test": 0.327732,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 70.0,
                "latency": 94.9634,
                "stderr": 8.3666,
                "cost_per_test": 0.924577,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 70.0,
                "latency": 262.2883,
                "stderr": 8.3666,
                "cost_per_test": 1.187212,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 70.0,
                "latency": 311.4479,
                "stderr": 8.3666,
                "cost_per_test": 0.372444,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 66.6667,
                "latency": 37.1346,
                "stderr": 8.6066,
                "cost_per_test": 0.117741,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 66.6667,
                "latency": 56.175,
                "stderr": 8.6066,
                "cost_per_test": 0.810428,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 66.6667,
                "latency": 112.9236,
                "stderr": 8.6066,
                "cost_per_test": 0.720338,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 63.3333,
                "latency": 83.6707,
                "stderr": 8.7981,
                "cost_per_test": 0.779434,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 63.3333,
                "latency": 131.8198,
                "stderr": 8.7981,
                "cost_per_test": 0.445399,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 60.0,
                "latency": 109.0335,
                "stderr": 8.9443,
                "cost_per_test": 3.569828,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 60.0,
                "latency": 121.2736,
                "stderr": 8.9443,
                "cost_per_test": 3.011951,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 56.6667,
                "latency": 83.1759,
                "stderr": 9.0472,
                "cost_per_test": 3.127874,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 56.6667,
                "latency": 118.7437,
                "stderr": 9.0472,
                "cost_per_test": 3.053225,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 56.6667,
                "latency": 182.65,
                "stderr": 9.0472,
                "cost_per_test": 0.039598,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 56.6667,
                "latency": 197.8648,
                "stderr": 9.0472,
                "cost_per_test": 0.107259,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 56.6667,
                "latency": 1819.8178,
                "stderr": 9.0472,
                "cost_per_test": 0.506302,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 53.3333,
                "latency": 37.1346,
                "stderr": 9.1084,
                "cost_per_test": 0.017049,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 53.3333,
                "latency": 37.1346,
                "stderr": 9.1084,
                "cost_per_test": 0.064757,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 53.3333,
                "latency": 37.1346,
                "stderr": 9.1084,
                "cost_per_test": 0.179233,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 53.3333,
                "latency": 42.7991,
                "stderr": 9.1084,
                "cost_per_test": 0.102834,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 53.3333,
                "latency": 74.0159,
                "stderr": 9.1084,
                "cost_per_test": 0.565395,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 50.0,
                "latency": 67.0251,
                "stderr": 9.1287,
                "cost_per_test": 0.214929,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "zai/glm-4.7": {
                "accuracy": 50.0,
                "latency": 255.3102,
                "stderr": 9.1287,
                "cost_per_test": 0.12928,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 50.0,
                "latency": 397.5631,
                "stderr": 9.1287,
                "cost_per_test": 0.654286,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "grok/grok-3": {
                "accuracy": 46.6667,
                "latency": 37.1346,
                "stderr": 9.1084,
                "cost_per_test": 0.179233,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 46.6667,
                "latency": 37.1346,
                "stderr": 9.1084,
                "cost_per_test": 0.179233,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-0709": {
                "accuracy": 46.6667,
                "latency": 567.1529,
                "stderr": 9.1084,
                "cost_per_test": 1.193929,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 43.3333,
                "latency": 37.1346,
                "stderr": 9.0472,
                "cost_per_test": 0.179233,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 43.3333,
                "latency": 128.4564,
                "stderr": 9.0472,
                "cost_per_test": 0.08626,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 40.0,
                "latency": 38.4757,
                "stderr": 8.9443,
                "cost_per_test": 0.034042,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 40.0,
                "latency": 123.4197,
                "stderr": 8.9443,
                "cost_per_test": 0.091733,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 40.0,
                "latency": 147.5604,
                "stderr": 8.9443,
                "cost_per_test": 0.079273,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 40.0,
                "latency": 162.9637,
                "stderr": 8.9443,
                "cost_per_test": 0.216562,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 40.0,
                "latency": 210.5173,
                "stderr": 8.9443,
                "cost_per_test": 0.045784,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 36.6667,
                "latency": 37.1346,
                "stderr": 8.7981,
                "cost_per_test": 0.077958,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 36.6667,
                "latency": 37.1346,
                "stderr": 8.7981,
                "cost_per_test": 0.117741,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 36.6667,
                "latency": 45.9772,
                "stderr": 8.7981,
                "cost_per_test": 0.036241,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.6": {
                "accuracy": 36.6667,
                "latency": 96.432,
                "stderr": 8.7981,
                "cost_per_test": 0.149497,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 36.6667,
                "latency": 191.8457,
                "stderr": 8.7981,
                "cost_per_test": 0.06774,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 33.3333,
                "latency": 37.1346,
                "stderr": 8.6066,
                "cost_per_test": 0.023548,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 33.3333,
                "latency": 37.1346,
                "stderr": 8.6066,
                "cost_per_test": 0.147176,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 30.0,
                "latency": 31.2185,
                "stderr": 8.3666,
                "cost_per_test": 0.092376,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 30.0,
                "latency": 128.2364,
                "stderr": 8.3666,
                "cost_per_test": 0.26256,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 26.6667,
                "latency": 37.1346,
                "stderr": 8.0737,
                "cost_per_test": 0.883055,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 23.3333,
                "latency": 251.1208,
                "stderr": 7.722,
                "cost_per_test": 0.368844,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 16.6667,
                "latency": 37.1346,
                "stderr": 6.8041,
                "cost_per_test": 0.023898,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 16.6667,
                "latency": 37.1346,
                "stderr": 6.8041,
                "cost_per_test": 0.064757,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 13.3333,
                "latency": 37.1346,
                "stderr": 6.2063,
                "cost_per_test": 0.004415,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 13.3333,
                "latency": 37.1346,
                "stderr": 6.2063,
                "cost_per_test": 0.017049,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 13.3333,
                "latency": 37.1346,
                "stderr": 6.2063,
                "cost_per_test": 0.047796,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 13.3333,
                "latency": 37.1346,
                "stderr": 6.2063,
                "cost_per_test": 0.115118,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 10.0,
                "latency": 37.1346,
                "stderr": 5.4772,
                "cost_per_test": 0.005887,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 10.0,
                "latency": 37.1346,
                "stderr": 5.4772,
                "cost_per_test": 0.008831,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 6.6667,
                "latency": 37.1346,
                "stderr": 4.5542,
                "cost_per_test": 0.005887,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 6.6667,
                "latency": 37.1346,
                "stderr": 4.5542,
                "cost_per_test": 0.012951,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 6.6667,
                "latency": 37.1346,
                "stderr": 4.5542,
                "cost_per_test": 0.049498,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 3.3333,
                "latency": 37.1346,
                "stderr": 3.2773,
                "cost_per_test": 0.147176,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 37.1346,
                "stderr": 0.0,
                "cost_per_test": 0.011424,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            }
        },
        "market_analysis": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 42.8571,
                "latency": 571.4729,
                "stderr": 10.799,
                "cost_per_test": 3.027857,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 33.3333,
                "latency": 244.183,
                "stderr": 10.2869,
                "cost_per_test": 2.24069,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 33.3333,
                "latency": 287.5511,
                "stderr": 10.2869,
                "cost_per_test": 2.548834,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 33.3333,
                "latency": 335.4254,
                "stderr": 10.2869,
                "cost_per_test": 2.944401,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 28.5714,
                "latency": 776.9074,
                "stderr": 9.8581,
                "cost_per_test": 0.879633,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 28.5714,
                "latency": 777.6388,
                "stderr": 9.8581,
                "cost_per_test": 1.911094,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 28.5714,
                "latency": 810.1794,
                "stderr": 9.8581,
                "cost_per_test": 1.440564,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 23.8095,
                "latency": 47.0132,
                "stderr": 9.2943,
                "cost_per_test": 0.151012,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 23.8095,
                "latency": 170.1606,
                "stderr": 9.2943,
                "cost_per_test": 0.616802,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 23.8095,
                "latency": 191.6482,
                "stderr": 9.2943,
                "cost_per_test": 2.401058,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 23.8095,
                "latency": 249.4379,
                "stderr": 9.2943,
                "cost_per_test": 6.244951,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 23.8095,
                "latency": 368.8438,
                "stderr": 9.2943,
                "cost_per_test": 0.217478,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-4-0709": {
                "accuracy": 23.8095,
                "latency": 808.6161,
                "stderr": 9.2943,
                "cost_per_test": 1.93374,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 19.0476,
                "latency": 166.1332,
                "stderr": 8.5689,
                "cost_per_test": 1.08801,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.7": {
                "accuracy": 19.0476,
                "latency": 484.6664,
                "stderr": 8.5689,
                "cost_per_test": 0.288441,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 14.2857,
                "latency": 47.0132,
                "stderr": 7.636,
                "cost_per_test": 0.230232,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 14.2857,
                "latency": 173.5173,
                "stderr": 7.636,
                "cost_per_test": 1.59849,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 14.2857,
                "latency": 236.8627,
                "stderr": 7.636,
                "cost_per_test": 7.22117,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 14.2857,
                "latency": 249.8716,
                "stderr": 7.636,
                "cost_per_test": 6.328159,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 14.2857,
                "latency": 251.4836,
                "stderr": 7.636,
                "cost_per_test": 0.103913,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 14.2857,
                "latency": 778.2528,
                "stderr": 7.636,
                "cost_per_test": 2.96301,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 14.2857,
                "latency": 819.069,
                "stderr": 7.636,
                "cost_per_test": 0.630192,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 13.6364,
                "latency": 207.7437,
                "stderr": 7.3165,
                "cost_per_test": 0.089463,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.021785,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.030202,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.083057,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.151012,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.230232,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-3": {
                "accuracy": 9.5238,
                "latency": 47.0132,
                "stderr": 6.4056,
                "cost_per_test": 0.230232,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 9.5238,
                "latency": 65.735,
                "stderr": 6.4056,
                "cost_per_test": 0.13022,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 9.5238,
                "latency": 97.9449,
                "stderr": 6.4056,
                "cost_per_test": 0.305535,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 9.5238,
                "latency": 187.8699,
                "stderr": 6.4056,
                "cost_per_test": 7.324234,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 9.5238,
                "latency": 205.3401,
                "stderr": 6.4056,
                "cost_per_test": 0.856766,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 9.5238,
                "latency": 342.2143,
                "stderr": 6.4056,
                "cost_per_test": 0.11756,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 9.0909,
                "latency": 325.5872,
                "stderr": 6.1291,
                "cost_per_test": 0.453637,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.007551,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.021785,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.063177,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.100573,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.188765,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 0.230232,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 4.7619,
                "latency": 47.0132,
                "stderr": 4.6471,
                "cost_per_test": 1.13259,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 4.7619,
                "latency": 53.2872,
                "stderr": 4.6471,
                "cost_per_test": 0.120623,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 4.7619,
                "latency": 122.9637,
                "stderr": 4.6471,
                "cost_per_test": 0.178734,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 4.7619,
                "latency": 174.558,
                "stderr": 4.6471,
                "cost_per_test": 0.155039,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "zai/glm-4.6": {
                "accuracy": 4.7619,
                "latency": 200.7384,
                "stderr": 4.6471,
                "cost_per_test": 0.412682,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 4.7619,
                "latency": 214.4455,
                "stderr": 4.6471,
                "cost_per_test": 0.165802,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 4.7619,
                "latency": 276.9183,
                "stderr": 4.6471,
                "cost_per_test": 0.635528,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 4.7619,
                "latency": 559.2309,
                "stderr": 4.6471,
                "cost_per_test": 0.222052,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.005663,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.007551,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.011326,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.014606,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.016611,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.030698,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.061395,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.083057,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.147298,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 0.0,
                "latency": 47.0132,
                "stderr": 0.0,
                "cost_per_test": 0.188765,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            }
        },
        "beat_or_miss": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 51.1628,
                "latency": 308.0196,
                "stderr": 7.6229,
                "cost_per_test": 1.374724,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 48.8372,
                "latency": 110.909,
                "stderr": 7.6229,
                "cost_per_test": 2.171471,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 48.8372,
                "latency": 125.3426,
                "stderr": 7.6229,
                "cost_per_test": 0.766019,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 48.8372,
                "latency": 135.0291,
                "stderr": 7.6229,
                "cost_per_test": 2.419973,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 48.8372,
                "latency": 141.5414,
                "stderr": 7.6229,
                "cost_per_test": 2.470431,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 44.186,
                "latency": 368.3697,
                "stderr": 7.5732,
                "cost_per_test": 0.868913,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 41.8605,
                "latency": 46.3524,
                "stderr": 7.5232,
                "cost_per_test": 0.099316,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 41.8605,
                "latency": 125.0251,
                "stderr": 7.5232,
                "cost_per_test": 0.821978,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 41.8605,
                "latency": 178.6445,
                "stderr": 7.5232,
                "cost_per_test": 0.854557,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 41.8605,
                "latency": 553.3142,
                "stderr": 7.5232,
                "cost_per_test": 0.352538,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 39.5349,
                "latency": 46.3524,
                "stderr": 7.456,
                "cost_per_test": 0.064481,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 39.5349,
                "latency": 173.5607,
                "stderr": 7.456,
                "cost_per_test": 0.580774,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 39.5349,
                "latency": 616.4858,
                "stderr": 7.456,
                "cost_per_test": 0.770272,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 37.2093,
                "latency": 108.4739,
                "stderr": 7.3712,
                "cost_per_test": 2.326982,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 37.2093,
                "latency": 297.9522,
                "stderr": 7.3712,
                "cost_per_test": 0.140227,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 37.2093,
                "latency": 1054.9358,
                "stderr": 7.3712,
                "cost_per_test": 0.350989,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.7": {
                "accuracy": 34.8837,
                "latency": 388.0001,
                "stderr": 7.2681,
                "cost_per_test": 0.156635,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 32.5581,
                "latency": 146.9997,
                "stderr": 7.146,
                "cost_per_test": 1.241407,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 32.5581,
                "latency": 152.5468,
                "stderr": 7.146,
                "cost_per_test": 0.291699,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-0709": {
                "accuracy": 32.5581,
                "latency": 227.6369,
                "stderr": 7.146,
                "cost_per_test": 0.848276,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 30.2326,
                "latency": 46.3524,
                "stderr": 7.0037,
                "cost_per_test": 0.035465,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 30.2326,
                "latency": 46.3524,
                "stderr": 7.0037,
                "cost_per_test": 0.099316,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 30.2326,
                "latency": 135.6804,
                "stderr": 7.0037,
                "cost_per_test": 0.232358,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 30.2326,
                "latency": 232.5197,
                "stderr": 7.0037,
                "cost_per_test": 0.034392,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 27.907,
                "latency": 46.3524,
                "stderr": 6.8402,
                "cost_per_test": 0.009067,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 27.907,
                "latency": 46.3524,
                "stderr": 6.8402,
                "cost_per_test": 0.099316,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-3": {
                "accuracy": 27.907,
                "latency": 46.3524,
                "stderr": 6.8402,
                "cost_per_test": 0.099316,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 27.907,
                "latency": 646.7312,
                "stderr": 6.8402,
                "cost_per_test": 2.688001,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 25.5814,
                "latency": 46.3524,
                "stderr": 6.6538,
                "cost_per_test": 0.064481,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 23.2558,
                "latency": 46.3524,
                "stderr": 6.4425,
                "cost_per_test": 0.044625,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 23.2558,
                "latency": 63.6726,
                "stderr": 6.4425,
                "cost_per_test": 0.07594,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 20.9302,
                "latency": 247.6514,
                "stderr": 6.2038,
                "cost_per_test": 0.062998,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 20.9302,
                "latency": 282.075,
                "stderr": 6.2038,
                "cost_per_test": 0.108314,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 18.6047,
                "latency": 83.8943,
                "stderr": 5.9344,
                "cost_per_test": 0.260377,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 18.6047,
                "latency": 196.4272,
                "stderr": 5.9344,
                "cost_per_test": 0.08519,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "alibaba/qwen3-max": {
                "accuracy": 18.6047,
                "latency": 249.1839,
                "stderr": 5.9344,
                "cost_per_test": 0.397726,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 13.9535,
                "latency": 126.1747,
                "stderr": 5.2841,
                "cost_per_test": 0.07198,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 11.6279,
                "latency": 84.5524,
                "stderr": 4.8885,
                "cost_per_test": 0.102092,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.6": {
                "accuracy": 11.6279,
                "latency": 163.0791,
                "stderr": 4.8885,
                "cost_per_test": 0.295891,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 6.9767,
                "latency": 46.3524,
                "stderr": 3.885,
                "cost_per_test": 0.003224,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 6.9767,
                "latency": 46.3524,
                "stderr": 3.885,
                "cost_per_test": 0.483611,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 6.9767,
                "latency": 49.0246,
                "stderr": 3.885,
                "cost_per_test": 0.10368,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 6.9767,
                "latency": 173.9413,
                "stderr": 3.885,
                "cost_per_test": 0.586278,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 6.9767,
                "latency": 204.4162,
                "stderr": 3.885,
                "cost_per_test": 0.180572,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 4.6512,
                "latency": 46.3524,
                "stderr": 3.2115,
                "cost_per_test": 0.012896,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 4.6512,
                "latency": 46.3524,
                "stderr": 3.2115,
                "cost_per_test": 0.026484,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 4.6512,
                "latency": 46.3524,
                "stderr": 3.2115,
                "cost_per_test": 0.035465,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 4.6512,
                "latency": 301.6969,
                "stderr": 3.2115,
                "cost_per_test": 0.566425,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.002418,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.004836,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.013242,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.061887,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.080602,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 2.3256,
                "latency": 46.3524,
                "stderr": 2.2984,
                "cost_per_test": 0.080602,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 0.0,
                "latency": 46.3524,
                "stderr": 0.0,
                "cost_per_test": 0.003224,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 46.3524,
                "stderr": 0.0,
                "cost_per_test": 0.006102,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 0.0,
                "latency": 46.3524,
                "stderr": 0.0,
                "cost_per_test": 0.007093,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 0.0,
                "latency": 46.3524,
                "stderr": 0.0,
                "cost_per_test": 0.009067,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 0.0,
                "latency": 46.3524,
                "stderr": 0.0,
                "cost_per_test": 0.026089,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            }
        },
        "trends": {
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 42.8571,
                "latency": 283.5648,
                "stderr": 10.799,
                "cost_per_test": 2.538427,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 42.8571,
                "latency": 380.5853,
                "stderr": 10.799,
                "cost_per_test": 2.938113,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 42.8571,
                "latency": 514.0823,
                "stderr": 10.799,
                "cost_per_test": 1.169713,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 38.0952,
                "latency": 150.4523,
                "stderr": 10.5971,
                "cost_per_test": 2.9455,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 38.0952,
                "latency": 165.4174,
                "stderr": 10.5971,
                "cost_per_test": 2.213524,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 38.0952,
                "latency": 168.4991,
                "stderr": 10.5971,
                "cost_per_test": 1.974223,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 38.0952,
                "latency": 237.238,
                "stderr": 10.5971,
                "cost_per_test": 2.57451,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 38.0952,
                "latency": 538.0151,
                "stderr": 10.5971,
                "cost_per_test": 0.242737,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 33.3333,
                "latency": 58.4398,
                "stderr": 10.2869,
                "cost_per_test": 0.348791,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "alibaba/qwen3-max": {
                "accuracy": 33.3333,
                "latency": 596.1757,
                "stderr": 10.2869,
                "cost_per_test": 0.899115,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 33.3333,
                "latency": 690.177,
                "stderr": 10.2869,
                "cost_per_test": 0.327757,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.7": {
                "accuracy": 33.3333,
                "latency": 709.1616,
                "stderr": 10.2869,
                "cost_per_test": 0.389201,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 28.5714,
                "latency": 58.4398,
                "stderr": 9.8581,
                "cost_per_test": 0.348791,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 28.5714,
                "latency": 91.2206,
                "stderr": 9.8581,
                "cost_per_test": 0.133601,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 28.5714,
                "latency": 205.8974,
                "stderr": 9.8581,
                "cost_per_test": 7.484554,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 28.5714,
                "latency": 245.5373,
                "stderr": 9.8581,
                "cost_per_test": 8.290183,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 28.5714,
                "latency": 321.9269,
                "stderr": 9.8581,
                "cost_per_test": 0.131585,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 28.5714,
                "latency": 613.928,
                "stderr": 9.8581,
                "cost_per_test": 1.105729,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 28.5714,
                "latency": 925.4879,
                "stderr": 9.8581,
                "cost_per_test": 2.101006,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 23.8095,
                "latency": 58.4398,
                "stderr": 9.2943,
                "cost_per_test": 0.229853,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 23.8095,
                "latency": 102.9234,
                "stderr": 9.2943,
                "cost_per_test": 0.497131,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 23.8095,
                "latency": 166.3782,
                "stderr": 9.2943,
                "cost_per_test": 8.716344,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 23.8095,
                "latency": 198.1294,
                "stderr": 9.2943,
                "cost_per_test": 0.723965,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 23.8095,
                "latency": 218.7814,
                "stderr": 9.2943,
                "cost_per_test": 9.420585,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 23.8095,
                "latency": 548.4526,
                "stderr": 9.2943,
                "cost_per_test": 2.137046,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 19.0476,
                "latency": 58.4398,
                "stderr": 8.5689,
                "cost_per_test": 0.126419,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 19.0476,
                "latency": 58.4398,
                "stderr": 8.5689,
                "cost_per_test": 0.348791,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 19.0476,
                "latency": 197.1488,
                "stderr": 8.5689,
                "cost_per_test": 0.233114,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 19.0476,
                "latency": 329.7185,
                "stderr": 8.5689,
                "cost_per_test": 0.132486,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 14.2857,
                "latency": 75.9595,
                "stderr": 7.636,
                "cost_per_test": 0.291859,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 14.2857,
                "latency": 162.6958,
                "stderr": 7.636,
                "cost_per_test": 1.05804,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "zai/glm-4.6": {
                "accuracy": 14.2857,
                "latency": 193.6087,
                "stderr": 7.636,
                "cost_per_test": 0.406977,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 14.2857,
                "latency": 202.2676,
                "stderr": 7.636,
                "cost_per_test": 0.194512,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-4-0709": {
                "accuracy": 14.2857,
                "latency": 1360.5407,
                "stderr": 7.636,
                "cost_per_test": 2.327366,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 9.5238,
                "latency": 58.4398,
                "stderr": 6.4056,
                "cost_per_test": 0.033542,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 9.5238,
                "latency": 58.4398,
                "stderr": 6.4056,
                "cost_per_test": 0.126419,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 9.5238,
                "latency": 58.4398,
                "stderr": 6.4056,
                "cost_per_test": 0.225841,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 9.5238,
                "latency": 223.4527,
                "stderr": 6.4056,
                "cost_per_test": 0.192166,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 9.5238,
                "latency": 317.9806,
                "stderr": 6.4056,
                "cost_per_test": 0.20831,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.008619,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.011493,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.033542,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.150345,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.229853,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-3": {
                "accuracy": 4.7619,
                "latency": 58.4398,
                "stderr": 4.6471,
                "cost_per_test": 0.348791,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 4.7619,
                "latency": 72.2997,
                "stderr": 4.6471,
                "cost_per_test": 0.125296,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 4.7619,
                "latency": 1018.477,
                "stderr": 4.6471,
                "cost_per_test": 0.874661,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.011493,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.017239,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.02245,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.025284,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.045971,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.046506,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.093011,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.097605,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.287316,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 0.287316,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 0.0,
                "latency": 58.4398,
                "stderr": 0.0,
                "cost_per_test": 1.723897,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 0.0,
                "latency": 768.4023,
                "stderr": 0.0,
                "cost_per_test": 1.149209,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            }
        },
        "adjustments": {
            "anthropic/claude-opus-4-6-thinking": {
                "accuracy": 70.3704,
                "latency": 306.4913,
                "stderr": 8.7877,
                "cost_per_test": 1.480217,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-3-7-sonnet-20250219": {
                "accuracy": 59.2593,
                "latency": 51.5597,
                "stderr": 9.4561,
                "cost_per_test": 0.245163,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-5-20251101-thinking": {
                "accuracy": 59.2593,
                "latency": 116.8285,
                "stderr": 9.4561,
                "cost_per_test": 1.240207,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.1-2025-11-13": {
                "accuracy": 59.2593,
                "latency": 331.8089,
                "stderr": 9.4561,
                "cost_per_test": 0.41565,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-sonnet-4-20250514-thinking": {
                "accuracy": 55.5556,
                "latency": 51.5597,
                "stderr": 9.5629,
                "cost_per_test": 0.245163,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929-thinking": {
                "accuracy": 55.5556,
                "latency": 118.9053,
                "stderr": 9.5629,
                "cost_per_test": 0.923611,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-5.2-2025-12-11": {
                "accuracy": 51.8519,
                "latency": 341.1798,
                "stderr": 9.6159,
                "cost_per_test": 0.903068,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "xhigh",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "alibaba/qwen3-max-2026-01-23": {
                "accuracy": 51.8519,
                "latency": 488.8851,
                "stderr": 9.6159,
                "cost_per_test": 1.042324,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "anthropic/claude-opus-4-5-20251101": {
                "accuracy": 48.1481,
                "latency": 72.0303,
                "stderr": 9.6159,
                "cost_per_test": 1.323016,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-sonnet-4-5-20250929": {
                "accuracy": 48.1481,
                "latency": 92.0413,
                "stderr": 9.6159,
                "cost_per_test": 0.920748,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805-thinking": {
                "accuracy": 48.1481,
                "latency": 162.0534,
                "stderr": 9.6159,
                "cost_per_test": 4.318502,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "grok/grok-4-1-fast-non-reasoning": {
                "accuracy": 48.1481,
                "latency": 207.4103,
                "stderr": 9.6159,
                "cost_per_test": 0.085456,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/o3-2025-04-16": {
                "accuracy": 44.4444,
                "latency": 51.5597,
                "stderr": 9.5629,
                "cost_per_test": 0.161384,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "anthropic/claude-3-7-sonnet-20250219-thinking": {
                "accuracy": 44.4444,
                "latency": 51.5597,
                "stderr": 9.5629,
                "cost_per_test": 0.245163,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514": {
                "accuracy": 44.4444,
                "latency": 108.4174,
                "stderr": 9.5629,
                "cost_per_test": 4.408361,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-1-20250805": {
                "accuracy": 44.4444,
                "latency": 110.2348,
                "stderr": 9.5629,
                "cost_per_test": 4.188658,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "google/gemini-3-pro-preview": {
                "accuracy": 44.4444,
                "latency": 148.3721,
                "stderr": 9.5629,
                "cost_per_test": 0.665702,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "kimi/kimi-k2.5-thinking": {
                "accuracy": 44.4444,
                "latency": 243.7519,
                "stderr": 9.5629,
                "cost_per_test": 0.158073,
                "temperature": null,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-4-0709": {
                "accuracy": 44.4444,
                "latency": 339.5354,
                "stderr": 9.5629,
                "cost_per_test": 1.195896,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "zai/glm-4.7": {
                "accuracy": 44.4444,
                "latency": 463.7706,
                "stderr": 9.5629,
                "cost_per_test": 0.251572,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "openai/gpt-5-2025-08-07": {
                "accuracy": 44.4444,
                "latency": 477.7657,
                "stderr": 9.5629,
                "cost_per_test": 0.70262,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o4-mini-2025-04-16": {
                "accuracy": 40.7407,
                "latency": 51.5597,
                "stderr": 9.4561,
                "cost_per_test": 0.088761,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "grok/grok-4-1-fast-reasoning": {
                "accuracy": 39.2857,
                "latency": 198.9473,
                "stderr": 9.2296,
                "cost_per_test": 0.07035,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "google/gemini-2.5-flash-preview-09-2025": {
                "accuracy": 37.037,
                "latency": 41.8529,
                "stderr": 9.2935,
                "cost_per_test": 0.055462,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "google/gemini-2.5-flash-preview-09-2025-thinking": {
                "accuracy": 37.037,
                "latency": 58.1554,
                "stderr": 9.2935,
                "cost_per_test": 0.066848,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65535,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-fast-reasoning": {
                "accuracy": 37.037,
                "latency": 73.0413,
                "stderr": 9.2935,
                "cost_per_test": 0.200624,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "anthropic/claude-sonnet-4-20250514": {
                "accuracy": 37.037,
                "latency": 85.5556,
                "stderr": 9.2935,
                "cost_per_test": 0.846388,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-haiku-4-5-20251001-thinking": {
                "accuracy": 37.037,
                "latency": 97.9053,
                "stderr": 9.2935,
                "cost_per_test": 0.261251,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "anthropic/claude-opus-4-20250514-thinking": {
                "accuracy": 37.037,
                "latency": 134.2463,
                "stderr": 9.2935,
                "cost_per_test": 3.796587,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "minimax/MiniMax-M2.1": {
                "accuracy": 37.037,
                "latency": 168.5099,
                "stderr": 9.2935,
                "cost_per_test": 0.107269,
                "temperature": 1.0,
                "top_p": 0.95,
                "max_output_tokens": 131000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "MiniMax"
            },
            "alibaba/qwen3-max": {
                "accuracy": 37.037,
                "latency": 250.7993,
                "stderr": 9.2935,
                "cost_per_test": 0.33783,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 64000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "grok/grok-3-mini-fast-high-reasoning": {
                "accuracy": 33.3333,
                "latency": 51.5597,
                "stderr": 9.0722,
                "cost_per_test": 0.023487,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "openai/gpt-4.1-mini-2025-04-14": {
                "accuracy": 29.6296,
                "latency": 51.5597,
                "stderr": 8.7877,
                "cost_per_test": 0.032277,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "google/gemini-2.5-pro-preview-03-25": {
                "accuracy": 29.6296,
                "latency": 51.5597,
                "stderr": 8.7877,
                "cost_per_test": 0.10601,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "google/gemini-3-flash-preview": {
                "accuracy": 29.6296,
                "latency": 1102.6367,
                "stderr": 8.7877,
                "cost_per_test": 0.612324,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 65536,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "Google"
            },
            "grok/grok-4-fast-non-reasoning": {
                "accuracy": 25.9259,
                "latency": 41.4048,
                "stderr": 8.4337,
                "cost_per_test": 0.134509,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": 2000000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "grok/grok-3-mini-fast-low-reasoning": {
                "accuracy": 22.2222,
                "latency": 51.5597,
                "stderr": 8.0009,
                "cost_per_test": 0.023487,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": "low",
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "fireworks/gpt-oss-120b": {
                "accuracy": 22.2222,
                "latency": 108.6108,
                "stderr": 8.0009,
                "cost_per_test": 0.054847,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "kimi/kimi-k2-thinking": {
                "accuracy": 22.2222,
                "latency": 167.3631,
                "stderr": 8.0009,
                "cost_per_test": 0.11867,
                "temperature": 0.6,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Moonshot AI"
            },
            "grok/grok-3": {
                "accuracy": 18.5185,
                "latency": 51.5597,
                "stderr": 7.4757,
                "cost_per_test": 0.245163,
                "temperature": 0.7,
                "top_p": 0.95,
                "max_output_tokens": null,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "SpaceXAI"
            },
            "zai/glm-4.6": {
                "accuracy": 18.5185,
                "latency": 163.2254,
                "stderr": 7.4757,
                "cost_per_test": 0.270515,
                "temperature": 1.0,
                "top_p": 1.0,
                "max_output_tokens": 122880,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Zhipu AI"
            },
            "mistralai/mistral-large-2512": {
                "accuracy": 18.5185,
                "latency": 521.5073,
                "stderr": 7.4757,
                "cost_per_test": 0.195905,
                "temperature": 0.065,
                "top_p": null,
                "max_output_tokens": 256000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "google/gemini-2.0-flash-001": {
                "accuracy": 14.8148,
                "latency": 51.5597,
                "stderr": 6.8367,
                "cost_per_test": 0.008069,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Google"
            },
            "anthropic/claude-3-5-haiku-20241022": {
                "accuracy": 14.8148,
                "latency": 51.5597,
                "stderr": 6.8367,
                "cost_per_test": 0.065377,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Anthropic"
            },
            "openai/gpt-4.1-2025-04-14": {
                "accuracy": 14.8148,
                "latency": 51.5597,
                "stderr": 6.8367,
                "cost_per_test": 0.161384,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "openai/o1-2024-12-17": {
                "accuracy": 14.8148,
                "latency": 51.5597,
                "stderr": 6.8367,
                "cost_per_test": 1.210382,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "alibaba/qwen3-max-preview": {
                "accuracy": 14.8148,
                "latency": 204.2648,
                "stderr": 6.8367,
                "cost_per_test": 0.229874,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Alibaba"
            },
            "openai/gpt-4o-2024-08-06": {
                "accuracy": 11.1111,
                "latency": 51.5597,
                "stderr": 6.0481,
                "cost_per_test": 0.20173,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-small-2503": {
                "accuracy": 7.4074,
                "latency": 51.5597,
                "stderr": 5.0401,
                "cost_per_test": 0.006052,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 8192,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4o-mini-2024-07-18": {
                "accuracy": 3.7037,
                "latency": 51.5597,
                "stderr": 3.6345,
                "cost_per_test": 0.012104,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "mistralai/mistral-medium-2505": {
                "accuracy": 3.7037,
                "latency": 51.5597,
                "stderr": 3.6345,
                "cost_per_test": 0.032688,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2506": {
                "accuracy": 3.7037,
                "latency": 51.5597,
                "stderr": 3.6345,
                "cost_per_test": 0.158298,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "mistralai/magistral-medium-2509": {
                "accuracy": 3.7037,
                "latency": 654.0939,
                "stderr": 3.6345,
                "cost_per_test": 0.734099,
                "temperature": 0.7,
                "top_p": null,
                "max_output_tokens": 128000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Mistral AI"
            },
            "openai/gpt-4.1-nano-2025-04-14": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.008069,
                "temperature": 1.0,
                "top_p": null,
                "max_output_tokens": 32768,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "ai21labs/jamba-mini-1.6": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.015727,
                "temperature": 0.4,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "AI21 Labs"
            },
            "fireworks/llama4-maverick-instruct-basic": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.017752,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 16384,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Fireworks AI"
            },
            "together/meta-llama/Llama-3.3-70B-Instruct-Turbo": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.068293,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 4096,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Together AI"
            },
            "openai/o3-mini-2025-01-31": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.088761,
                "temperature": null,
                "top_p": null,
                "max_output_tokens": 100000,
                "reasoning_effort": "high",
                "verbosity": null,
                "provider": "OpenAI"
            },
            "cohere/command-a-03-2025": {
                "accuracy": 0.0,
                "latency": 51.5597,
                "stderr": 0.0,
                "cost_per_test": 0.20173,
                "temperature": 0.3,
                "top_p": null,
                "max_output_tokens": 8000,
                "reasoning_effort": null,
                "verbosity": null,
                "provider": "Cohere"
            }
        }
    }
}
