Compare Models
Select models (max 7)
DeepSeek V4.1 FlashEmber-1
 |  |  |
|---|---|---|
| Legal Research BenchAgentic US legal research | 41.35%±3.42 | 44.71%±3.46 |
| Finance Agent v2.1Core financial analyst tasks | 65.43%±2.02 | N/A |
| Tax Agent BenchAgentic US corporate tax research | 26.63%±3.14 | 31.08%±3.34 |
| MedCodeMedical billing code support | 41.17%±2.04 | N/A |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 0.00%±0.00 | 5.71%±2.79 |
| Code Migration v1.1Rewriting programs in new languages | 58.94%±2.66 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 19.70%±1.75 | 20.71%±3.64 |
| Vibe Code Bench v1.1Building web apps from scratch | 84.74%±2.89 | 83.87%±3.15 |
Benchmarks
Legal Research Bench *
DeepSeek V4.1 Flash
0.00%± 3.42
(84/84)Ember-1
0.00%± 3.46
(84/84)Finance Agent v2.1 *
DeepSeek V4.1 Flash
0.00%± 2.02
(30/30)Ember-1
N/ATax Agent Bench *
DeepSeek V4.1 Flash
0.00%± 3.14
(75/75)Ember-1
0.00%± 3.34
(75/75)MedCode *
DeepSeek V4.1 Flash
0.00%± 2.04
(107/107)Ember-1
N/ATerminal-Bench-Science
DeepSeek V4.1 Flash
0.00%± 0.00
(42/42)Ember-1
0.00%± 2.79
(42/42)Code Migration v1.1 *
DeepSeek V4.1 Flash
0.00%± 2.66
(28/28)Ember-1
N/ATerminal-Bench 4.0
DeepSeek V4.1 Flash
0.00%± 1.75
(54/54)Ember-1
0.00%± 3.64
(54/54)Vibe Code Bench v1.1 *
DeepSeek V4.1 Flash
0.00%± 2.89
(118/118)Ember-1
0.00%± 3.15
(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
62.31%
vs.44.71%
Finance
53.27%
vs.31.08%
Healthcare
63.34%
vs.N/A
Math
54.00%
vs.61.00%
Science
29.65%
vs.31.76%
Education
47.88%
vs.N/A
Coding
42.10%
vs.50.30%
Cyber
37.23%
vs.69.52%
Social Mobility
64.28%
vs.66.17%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
N/A
N/A
Cost / TestVals Index
N/A
vs.N/A
Input Cost/ 1M Tokens
$0.30
vs.$3.00
Input Cache Read/ 1M Tokens
$0.006
vs.$0.30
Output Cost/ 1M Tokens
$1.20
vs.$15.00
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | DeepSeek | Fireworks |
| Latency | N/A | N/A |
| Cost (In/Out) | $0.3 / $1.2 | $3 / $15 |
| Context Window | 1M | 1M |
| Max Output Token | 384k | 131k |
| Input Modality |