Compare Models
Select models (max 5)
DeepSeek V4.1 Flash 1017Muse Spark Open
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 56.58%±1.27 | 46.61%±1.20 |
| Legal Research BenchAgentic US legal research | 45.19%±3.46 | 38.46%±3.38 |
| Finance Agent (v2)Core financial analyst tasks | 56.96%±2.05 | 61.34%±2.09 |
| Tax Agent BenchAgentic US corporate tax research | 44.35%±3.57 | 26.32%±2.65 |
| Code MigrationRewriting programs in new languages | 44.21%±4.46 | 21.17%±3.47 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 31.82%±2.62 | 6.57%±0.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 87.73%±2.75 | 76.19%±3.32 |
Benchmarks
Vals Index *
DeepSeek V4.1 Flash 1017
0.00%± 1.27
(50/50)Muse Spark Open
0.00%± 1.20
(50/50)Legal Research Bench *
DeepSeek V4.1 Flash 1017
0.00%± 3.46
(80/80)Muse Spark Open
0.00%± 3.38
(80/80)Finance Agent (v2) *
DeepSeek V4.1 Flash 1017
0.00%± 2.05
(80/80)Muse Spark Open
0.00%± 2.09
(80/80)Tax Agent Bench *
DeepSeek V4.1 Flash 1017
0.00%± 3.57
(71/71)Muse Spark Open
0.00%± 2.65
(71/71)Code Migration *
DeepSeek V4.1 Flash 1017
0.00%± 4.46
(79/79)Muse Spark Open
0.00%± 3.47
(79/79)Terminal-Bench 4.0
DeepSeek V4.1 Flash 1017
0.00%± 2.62
(50/50)Muse Spark Open
0.00%± 0.51
(50/50)Vibe Code Bench v1.1 *
DeepSeek V4.1 Flash 1017
0.00%± 2.75
(114/114)Muse Spark Open
0.00%± 3.32
(114/114)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-18
Comparison by Industry
Model performance on different sections of the economy.
Legal
27.18%
vs.27.56%
Finance
54.37%
vs.47.11%
Coding
54.59%
vs.34.64%
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$0.637
$4.077
Cost / TestVals Index
$0.637
vs.$4.077
Input Cost/ 1M Tokens
$0.30
vs.$1.25
Input Cache Read/ 1M Tokens
$0.006
vs.$0.15
Output Cost/ 1M Tokens
$1.20
vs.$4.25
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | DeepSeek | Together |
| Latency | 2193.12s | 4059.60s |
| Cost (In/Out) | $0.3 / $1.2 | $1.25 / $4.25 |
| Context Window | 1M | 1M |
| Max Output Token | 384k | 131k |
| Input Modality |