Compare Models
Select models (max 7)
Muse Spark 1.3 MaxGPT-6.1 Sol
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | N/A | 63.94%±1.07 |
| Legal Research BenchAgentic US legal research | 55.29%±3.46 | 38.46%±3.38 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 61.82%±2.11 |
| Tax Agent BenchAgentic US corporate tax research | 42.44%±3.51 | 21.75%±2.98 |
| MedCodeMedical billing code support | N/A | 48.84%±2.12 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 10.00%±3.61 | 52.86%±6.01 |
| Code Migration v1.1Rewriting programs in new languages | N/A | 77.32%±2.98 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 24.75%±0.51 | 55.05%±1.82 |
| Vibe Code Bench v1.1Building web apps from scratch | 85.86%±2.51 | 88.93%±1.89 |
Benchmarks
Vals Index *
Muse Spark 1.3 Max
N/AGPT-6.1 Sol
0.00%± 1.07
(24/24)Legal Research Bench *
Muse Spark 1.3 Max
0.00%± 3.46
(82/82)GPT-6.1 Sol
0.00%± 3.38
(82/82)Finance Agent v2.1 *
Muse Spark 1.3 Max
N/AGPT-6.1 Sol
0.00%± 2.11
(28/28)Tax Agent Bench *
Muse Spark 1.3 Max
0.00%± 3.51
(73/73)GPT-6.1 Sol
0.00%± 2.98
(73/73)MedCode *
Muse Spark 1.3 Max
N/AGPT-6.1 Sol
0.00%± 2.12
(107/107)Terminal-Bench-Science
Muse Spark 1.3 Max
0.00%± 3.61
(42/42)GPT-6.1 Sol
0.00%± 6.01
(42/42)Code Migration v1.1 *
Muse Spark 1.3 Max
N/AGPT-6.1 Sol
0.00%± 2.98
(26/26)Terminal-Bench 4.0
Muse Spark 1.3 Max
0.00%± 0.51
(52/52)GPT-6.1 Sol
0.00%± 1.82
(52/52)Vibe Code Bench v1.1 *
Muse Spark 1.3 Max
0.00%± 2.51
(116/116)GPT-6.1 Sol
0.00%± 1.89
(116/116)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-21
Comparison by Industry
Model performance on different sections of the economy.
Legal
55.29%
vs.22.36%
Finance
42.44%
vs.63.66%
Healthcare
N/A
vs.67.65%
Math
58.00%
vs.99.00%
Science
23.02%
vs.51.80%
Education
N/A
vs.46.54%
Coding
38.87%
vs.60.79%
Cyber
38.28%
vs.45.02%
Social Mobility
N/A
vs.59.34%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$3.614
Cost / TestVals Index
N/A
vs.$3.614
Input Cost/ 1M Tokens
$1.25
vs.$2.00
Input Cache Write/ 1M Tokens
N/A
vs.$2.50
Input Cache Read/ 1M Tokens
$0.15
vs.$0.10
Output Cost/ 1M Tokens
$4.25
vs.$10.00
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Meta | OpenAI |
| Latency | N/A | 2664.03s |
| Cost (In/Out) | $1.25 / $4.25 | $2 / $10 |
| Context Window | 1M | 1M |
| Max Output Token | 131k | 128k |
| Input Modality |