Compare Models
Select models (max 7)
Hy4 PreviewMistral Large 4 OSS
| Vals IndexGDP-weighted benchmark | 53.21%±1.13 | 56.53%±1.26 |
| Legal Research BenchAgentic US legal research | 45.19%±3.46 | 35.58%±3.33 |
| Finance Agent v2.1Core financial analyst tasks | 61.62%±2.06 | 61.72%±2.05 |
| Tax Agent BenchAgentic US corporate tax research | 32.62%±3.38 | 30.67%±3.30 |
| MedCodeMedical billing code support | 43.25%±2.13 | N/A |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 1.43%±1.43 | N/A |
| Code Migration v1.1Rewriting programs in new languages | 45.36%±3.59 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 8.08%±1.34 | 26.26%±5.13 |
| Vibe Code Bench v1.1Building web apps from scratch | 77.48%±4.04 | 81.56%±3.29 |
Benchmarks
Vals Index *
Hy4 Preview
0.00%± 1.13
(32/32)Mistral Large 4 OSS
0.00%± 1.26
(32/32)Legal Research Bench *
Hy4 Preview
0.00%± 3.46
(89/89)Mistral Large 4 OSS
0.00%± 3.33
(89/89)Finance Agent v2.1 *
Hy4 Preview
0.00%± 2.06
(35/35)Mistral Large 4 OSS
0.00%± 2.05
(35/35)Tax Agent Bench *
Hy4 Preview
0.00%± 3.38
(80/80)Mistral Large 4 OSS
0.00%± 3.30
(80/80)MedCode *
Hy4 Preview
0.00%± 2.13
(107/107)Mistral Large 4 OSS
N/ATerminal-Bench-Science
Hy4 Preview
0.00%± 1.43
(43/43)Mistral Large 4 OSS
N/ACode Migration v1.1 *
Hy4 Preview
0.00%± 3.59
(29/29)Mistral Large 4 OSS
N/ATerminal-Bench 4.0
Hy4 Preview
0.00%± 1.34
(59/59)Mistral Large 4 OSS
0.00%± 5.13
(59/59)Vibe Code Bench v1.1 *
Hy4 Preview
0.00%± 4.04
(123/123)Mistral Large 4 OSS
0.00%± 3.29
(123/123)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
45.90%
vs.25.70%
Finance
54.40%
vs.53.69%
Healthcare
63.42%
vs.N/A
Math
75.00%
vs.N/A
Science
35.34%
vs.N/A
Coding
38.05%
vs.53.91%
Cyber
33.82%
vs.N/A
Social Mobility
68.61%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$1.568
$3.717
Cost / TestVals Index
$1.568
vs.$3.717
Input Cost/ 1M Tokens
$0.834
vs.$0.70
Input Cache Read/ 1M Tokens
$0.042
vs.$0.07
Output Cost/ 1M Tokens
$2.501
vs.$2.10
Model Metadata
Basic information about each model.
| Model provider | ||
| Latency | 3562.64s | 2868.04s |
| Cost (In/Out) | $0.834 / $2.501 | $0.7 / $2.1 |
| Context Window | 1M | 1M |
| Max Output Token | 64k | 256k |
| Input Modality |