Compare Models
Select models (max 5)
Muse SparkMistral Large 4
| Vals IndexGDP-weighted benchmark | N/A | 48.05%±1.11 |
| Legal Research BenchAgentic US legal research | N/A | 31.73%±3.23 |
| Finance Agent (v2)Core financial analyst tasks | N/A | 54.68%±0.58 |
| Tax Agent BenchAgentic US corporate tax research | N/A | 63.29%±3.23 |
| MedCodeMedical billing code support | 51.31%±2.24 | 40.69%±2.17 |
| Code MigrationRewriting programs in new languages | N/A | 30.56%±4.22 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | N/A | 22.73%±0.88 |
| Vibe Code Bench v1.1Building web apps from scratch | 19.67%±3.97 | 78.40%±3.55 |
Benchmarks
Vals Index *
Muse Spark
N/AMistral Large 4
0.00%± 1.11
(44/44)Legal Research Bench *
Muse Spark
N/AMistral Large 4
0.00%± 3.23
(74/74)Finance Agent (v2) *
Muse Spark
N/AMistral Large 4
0.00%± 0.58
(75/75)Tax Agent Bench *
Muse Spark
N/AMistral Large 4
0.00%± 3.23
(66/66)MedCode *
Muse Spark
0.00%± 2.24
(105/105)Mistral Large 4
0.00%± 2.17
(105/105)Code Migration *
Muse Spark
N/AMistral Large 4
0.00%± 4.22
(74/74)Terminal-Bench 4.0
Muse Spark
N/AMistral Large 4
0.00%± 0.88
(44/44)Vibe Code Bench v1.1 *
Muse Spark
0.00%± 3.97
(109/109)Mistral Large 4
0.00%± 3.55
(109/109)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
84.22%
vs.23.78%
Finance
77.68%
vs.58.06%
Healthcare
68.61%
vs.60.56%
Math
N/A
vs.10.00%
Science
N/A
vs.39.60%
Academic
88.12%
vs.N/A
Coding
47.04%
vs.38.25%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$13.78
Cost / TestVals Index
N/A
vs.$13.78
Input Cost/ 1M Tokens
N/A
vs.$1.36
Input Cache Read/ 1M Tokens
N/A
vs.$0.14
Output Cost/ 1M Tokens
N/A
vs.$4.18
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | N/A | 6350.41s |
| Cost (In/Out) | N/A | $1.36 / $4.18 |
| Context Window | 1M | 512k |
| Max Output Token | 131k | 256k |
| Input Modality |