Compare Models
Select models (max 7)
DeepSeek V4 Flash 0731Muse Spark Open
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | N/A | 48.57%±1.09 |
| Legal Research BenchAgentic US legal research | 30.29%±3.19 | 38.46%±3.38 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 60.66%±2.06 |
| Tax Agent BenchAgentic US corporate tax research | 28.07%±3.16 | 26.32%±2.65 |
| MedCodeMedical billing code support | 41.41%±2.15 | N/A |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 4.29%±2.44 | N/A |
| Code Migration v1.1Rewriting programs in new languages | N/A | 26.89%±3.23 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 18.69%±3.54 | 6.57%±0.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 74.74%±3.44 | 76.19%±3.32 |
Benchmarks
Vals Index *
DeepSeek V4 Flash 0731
N/AMuse Spark Open
0.00%± 1.09
(26/26)Legal Research Bench *
DeepSeek V4 Flash 0731
0.00%± 3.19
(84/84)Muse Spark Open
0.00%± 3.38
(84/84)Finance Agent v2.1 *
DeepSeek V4 Flash 0731
N/AMuse Spark Open
0.00%± 2.06
(30/30)Tax Agent Bench *
DeepSeek V4 Flash 0731
0.00%± 3.16
(75/75)Muse Spark Open
0.00%± 2.65
(75/75)MedCode *
DeepSeek V4 Flash 0731
0.00%± 2.15
(107/107)Muse Spark Open
N/ATerminal-Bench-Science
DeepSeek V4 Flash 0731
0.00%± 2.44
(42/42)Muse Spark Open
N/ACode Migration v1.1 *
DeepSeek V4 Flash 0731
N/AMuse Spark Open
0.00%± 3.23
(28/28)Terminal-Bench 4.0
DeepSeek V4 Flash 0731
0.00%± 3.54
(54/54)Muse Spark Open
0.00%± 0.51
(54/54)Vibe Code Bench v1.1 *
DeepSeek V4 Flash 0731
0.00%± 3.44
(118/118)Muse Spark Open
0.00%± 3.32
(118/118)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-22
Comparison by Industry
Model performance on different sections of the economy.
Legal
54.00%
vs.31.73%
Finance
49.38%
vs.49.66%
Healthcare
60.89%
vs.N/A
Math
56.00%
vs.N/A
Science
34.37%
vs.N/A
Academic
88.05%
vs.N/A
Coding
50.41%
vs.36.55%
Cyber
72.08%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
$4.718
Cost / TestVals Index
N/A
vs.$4.718
Input Cost/ 1M Tokens
$0.44
vs.$1.25
Input Cache Read/ 1M Tokens
$0.014
vs.$0.15
Output Cost/ 1M Tokens
$1.32
vs.$4.25
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | DeepSeek | Together |
| Latency | N/A | 4925.41s |
| Cost (In/Out) | $0.44 / $1.32 | $1.25 / $4.25 |
| Context Window | 1M | 1M |
| Max Output Token | 384k | 131k |
| Input Modality |