Compare Models
Select models (max 5)
DeepSeek V4 Flash 0731Hy4 Preview
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 47.96%±1.24 | 49.94%±1.15 |
| Legal Research BenchAgentic US legal research | 30.29%±3.19 | 45.19%±3.46 |
| Finance Agent (v2)Core financial analyst tasks | 49.52%±0.47 | 55.06%±0.31 |
| Tax Agent BenchAgentic US corporate tax research | 62.56%±3.14 | 63.71%±3.26 |
| MedCodeMedical billing code support | 41.41%±2.15 | 43.25%±2.13 |
| Terminal-Bench ScienceExpert-authored scientific research workflows | 4.29%±2.44 | 1.43%±1.43 |
| Code MigrationRewriting programs in new languages | 38.63%±4.38 | 47.43%±4.27 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 18.69%±3.54 | 8.08%±1.34 |
| Vibe Code Bench v1.1Building web apps from scratch | 74.74%±3.44 | 77.48%±4.04 |
Benchmarks
Vals Index *
DeepSeek V4 Flash 0731
0.00%± 1.24
(43/43)Hy4 Preview
0.00%± 1.15
(43/43)Legal Research Bench *
DeepSeek V4 Flash 0731
0.00%± 3.19
(73/73)Hy4 Preview
0.00%± 3.46
(73/73)Finance Agent (v2) *
DeepSeek V4 Flash 0731
0.00%± 0.47
(74/74)Hy4 Preview
0.00%± 0.31
(74/74)Tax Agent Bench *
DeepSeek V4 Flash 0731
0.00%± 3.14
(65/65)Hy4 Preview
0.00%± 3.26
(65/65)MedCode *
DeepSeek V4 Flash 0731
0.00%± 2.15
(104/104)Hy4 Preview
0.00%± 2.13
(104/104)Terminal-Bench Science
DeepSeek V4 Flash 0731
0.00%± 2.44
(38/38)Hy4 Preview
0.00%± 1.43
(38/38)Code Migration *
DeepSeek V4 Flash 0731
0.00%± 4.38
(73/73)Hy4 Preview
0.00%± 4.27
(73/73)Terminal-Bench 4.0
DeepSeek V4 Flash 0731
0.00%± 3.54
(43/43)Hy4 Preview
0.00%± 1.34
(43/43)Vibe Code Bench v1.1 *
DeepSeek V4 Flash 0731
0.00%± 3.44
(108/108)Hy4 Preview
0.00%± 4.04
(108/108)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-02
Comparison by Industry
Model performance on different sections of the economy.
Legal
38.78%
vs.46.04%
Finance
59.94%
vs.58.95%
Healthcare
60.89%
vs.63.42%
Math
56.00%
vs.75.00%
Science
34.37%
vs.35.34%
Academic
88.05%
vs.N/A
Coding
48.94%
vs.38.47%
Cyber
72.08%
vs.33.82%
Social Mobility
N/A
vs.68.61%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$0.848
$1.439
Cost / TestVals Index
$0.848
vs.$1.439
Input Cost/ 1M Tokens
$0.44
vs.$0.834
Input Cache Read/ 1M Tokens
$0.014
vs.$0.042
Output Cost/ 1M Tokens
$1.32
vs.$2.501
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | DeepSeek | Openrouter |
| Latency | 2585.58s | 3656.53s |
| Cost (In/Out) | $0.44 / $1.32 | $0.834 / $2.501 |
| Context Window | 1M | 1M |
| Max Output Token | 384k | 64k |
| Input Modality |