Compare Models
Select models (max 7)
Muse Spark OpenMistral Large 4
| Vals IndexGDP-weighted benchmark | 48.57%±1.09 | N/A |
| Legal Research BenchAgentic US legal research | 38.46%±3.38 | 31.73%±3.23 |
| Finance Agent v2.1Core financial analyst tasks | 60.66%±2.06 | 61.38%±2.02 |
| Tax Agent BenchAgentic US corporate tax research | 26.32%±2.65 | 30.39%±3.31 |
| MedCodeMedical billing code support | N/A | 40.69%±2.17 |
| Code Migration v1.1Rewriting programs in new languages | 26.89%±3.23 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 6.57%±0.51 | 27.78%±1.82 |
| Vibe Code Bench v1.1Building web apps from scratch | 76.19%±3.32 | 78.40%±3.55 |
Benchmarks
Vals Index *
Muse Spark Open
0.00%± 1.09
(26/26)Mistral Large 4
N/ALegal Research Bench *
Muse Spark Open
0.00%± 3.38
(84/84)Mistral Large 4
0.00%± 3.23
(84/84)Finance Agent v2.1 *
Muse Spark Open
0.00%± 2.06
(30/30)Mistral Large 4
0.00%± 2.02
(30/30)Tax Agent Bench *
Muse Spark Open
0.00%± 2.65
(75/75)Mistral Large 4
0.00%± 3.31
(75/75)MedCode *
Muse Spark Open
N/AMistral Large 4
0.00%± 2.17
(107/107)Code Migration v1.1 *
Muse Spark Open
0.00%± 3.23
(28/28)Mistral Large 4
N/ATerminal-Bench 4.0
Muse Spark Open
0.00%± 0.51
(54/54)Mistral Large 4
0.00%± 1.82
(54/54)Vibe Code Bench v1.1 *
Muse Spark Open
0.00%± 3.32
(118/118)Mistral Large 4
0.00%± 3.55
(118/118)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
Comparison by Industry
Model performance on different sections of the economy.
Legal
31.73%
vs.24.62%
Finance
49.66%
vs.53.58%
Healthcare
N/A
vs.60.56%
Math
N/A
vs.10.00%
Science
N/A
vs.39.60%
Coding
36.55%
vs.39.77%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$4.718
N/A
Cost / TestVals Index
$4.718
vs.N/A
Input Cost/ 1M Tokens
$1.25
vs.$1.36
Input Cache Read/ 1M Tokens
$0.15
vs.$0.14
Output Cost/ 1M Tokens
$4.25
vs.$4.18
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | 4925.41s | N/A |
| Cost (In/Out) | $1.25 / $4.25 | $1.36 / $4.18 |
| Context Window | 1M | 512k |
| Max Output Token | 131k | 256k |
| Input Modality |