Compare Models
Select models (max 5)
DeepSeek V4Kimi K2.6
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 38.63%±1.16 | N/A |
| Legal Research BenchAgentic US legal research | 23.08%±2.93 | 15.87%±2.54 |
| Finance Agent (v2)Core financial analyst tasks | 44.08%±0.65 | 44.90%±0.73 |
| Tax Agent BenchAgentic US corporate tax research | 58.50%±3.13 | 45.13%±3.23 |
| MedCodeMedical billing code support | 40.45%±2.12 | 40.14%±2.04 |
| Code MigrationRewriting programs in new languages | 26.20%±4.04 | 27.77%±4.14 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 11.11%±1.34 | N/A |
| Vibe Code Bench v1.1Building web apps from scratch | 49.93%±4.77 | 37.89%±4.91 |
Benchmarks
Vals Index *
DeepSeek V4
0.00%± 1.16
(43/43)Kimi K2.6
N/ALegal Research Bench *
DeepSeek V4
0.00%± 2.93
(73/73)Kimi K2.6
0.00%± 2.54
(73/73)Finance Agent (v2) *
DeepSeek V4
0.00%± 0.65
(74/74)Kimi K2.6
0.00%± 0.73
(74/74)Tax Agent Bench *
DeepSeek V4
0.00%± 3.13
(65/65)Kimi K2.6
0.00%± 3.23
(65/65)MedCode *
DeepSeek V4
0.00%± 2.12
(104/104)Kimi K2.6
0.00%± 2.04
(104/104)Code Migration *
DeepSeek V4
0.00%± 4.04
(73/73)Kimi K2.6
0.00%± 4.14
(73/73)Terminal-Bench 4.0
DeepSeek V4
0.00%± 1.34
(43/43)Kimi K2.6
N/AVibe Code Bench v1.1 *
DeepSeek V4
0.00%± 4.77
(108/108)Kimi K2.6
0.00%± 4.91
(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
35.72%
vs.34.09%
Finance
56.57%
vs.57.67%
Healthcare
57.80%
vs.59.15%
Math
16.00%
vs.N/A
Academic
88.32%
vs.87.67%
Education
N/A
vs.50.22%
Coding
43.34%
vs.45.73%
Social Mobility
62.92%
vs.56.63%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$1.306
N/A
Cost / TestVals Index
$1.306
vs.N/A
Input Cost/ 1M Tokens
$1.32
vs.$0.95
Input Cache Read/ 1M Tokens
$0.044
vs.$0.16
Output Cost/ 1M Tokens
$3.96
vs.$4.00
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | DeepSeek | Kimi |
| Latency | 1928.91s | N/A |
| Cost (In/Out) | $1.32 / $3.96 | $0.95 / $4 |
| Context Window | 1M | 262k |
| Max Output Token | 384k | 256k |
| Input Modality |