Compare Models
Select models (max 7)
Claude Sonnet 5DeepSeek V4.1 Flash
 |  |  |
|---|---|---|
| Legal Research BenchAgentic US legal research | 41.83%±3.43 | 41.35%±3.42 |
| Finance Agent v2.1Core financial analyst tasks | N/A | 65.43%±2.02 |
| Tax Agent BenchAgentic US corporate tax research | 29.37%±3.25 | 26.63%±3.14 |
| MedCodeMedical billing code support | 47.54%±2.27 | 41.17%±2.04 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 5.71%±2.79 | 0.00%±0.00 |
| Code Migration v1.1Rewriting programs in new languages | N/A | 58.94%±2.66 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 10.61%±1.51 | 19.70%±1.75 |
| Vibe Code Bench v1.1Building web apps from scratch | 81.33%±3.05 | 84.74%±2.89 |
Benchmarks
Legal Research Bench *
Claude Sonnet 5
0.00%± 3.43
(94/94)DeepSeek V4.1 Flash
0.00%± 3.42
(94/94)Finance Agent v2.1 *
Claude Sonnet 5
N/ADeepSeek V4.1 Flash
0.00%± 2.02
(40/40)Tax Agent Bench *
Claude Sonnet 5
0.00%± 3.25
(85/85)DeepSeek V4.1 Flash
0.00%± 3.14
(85/85)MedCode *
Claude Sonnet 5
0.00%± 2.27
(107/107)DeepSeek V4.1 Flash
0.00%± 2.04
(107/107)Terminal-Bench-Science
Claude Sonnet 5
0.00%± 2.79
(45/45)DeepSeek V4.1 Flash
0.00%± 0.00
(45/45)Code Migration v1.1 *
Claude Sonnet 5
N/ADeepSeek V4.1 Flash
0.00%± 2.66
(30/30)Terminal-Bench 4.0
Claude Sonnet 5
0.00%± 1.51
(64/64)DeepSeek V4.1 Flash
0.00%± 1.75
(64/64)Vibe Code Bench v1.1 *
Claude Sonnet 5
0.00%± 3.05
(128/128)DeepSeek V4.1 Flash
0.00%± 2.89
(128/128)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
•2026-11-11
Comparison by Industry
Model performance on different sections of the economy.
Legal
62.87%
vs.63.42%
Finance
58.35%
vs.53.27%
Healthcare
61.80%
vs.63.34%
Math
77.00%
vs.54.00%
Science
5.71%
vs.29.65%
Academic
86.48%
vs.N/A
Education
N/A
vs.85.38%
Coding
49.35%
vs.45.77%
Cyber
31.14%
vs.37.23%
Social Mobility
66.03%
vs.69.99%
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
$2.00
vs.$0.30
Input Cache Write/ 1M Tokens
$2.50
vs.N/A
Input Cache Read/ 1M Tokens
$0.20
vs.$0.006
Output Cost/ 1M Tokens
$10.00
vs.$1.20
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Anthropic | DeepSeek |
| Latency | N/A | N/A |
| Cost (In/Out) | $2 / $10 | $0.3 / $1.2 |
| Context Window | 1M | 1M |
| Max Output Token | 128k | 384k |
| Input Modality |