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abhishek203 / SfAgent

Benchmark updated: 8/17/202630 Tasks
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🙌 OpenHands: Code Less, Make More

Languages

TypeScript94.2%JavaScript4.7%Python0.3%CSS0.3%Shell0.2%HTML0.1%Other0.1%

Harness

1

Mini-SWE-agent
24 / 30

$0.23

57.08s

2

Mini-SWE-agent
21 / 30

$0.18

2m01s

Key Takeaways

  • Claude Opus 4.8 (High Effort) with Mini-SWE-agent scores 80%, compared with 70% for Claude Haiku 4.5 (Thinking) with Mini-SWE-agent.
  • Claude Opus 4.8 (High Effort) with Mini-SWE-agent costs $0.23 per test and takes 57.08 seconds; Claude Haiku 4.5 (Thinking) costs $0.18 and takes 120.54 seconds.

Cost Analysis

Cost / Test vs. Accuracy
ACCURACYCOST

Average Token Use / Test

Token Usage
InputOutputReasoningCache readCache write
Claude Haiku 4.5 (Thinking)
779K
anthropic/claude-opus-4-8-high
141K

Cost is the clearest tradeoff in this comparison. anthropic/claude-opus-4-8-high leads at 80.00% for $0.23 per test. Claude Haiku 4.5 (Thinking) is the lower-cost option at 70.00% for $0.18 per test.

Latency Analysis

Latency vs. Accuracy
ACCURACYLATENCY

Average Response Time / Test

Response Time
Claude Haiku 4.5 (Thinking)
2m 1s
anthropic/claude-opus-4-8-high
57s

anthropic/claude-opus-4-8-high is both the most accurate and fastest model in this comparison at 80.00% and 57s.