Compare Models
Select models (max 7)
Inkling 2 SmallHy4
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 56.08%±1.18 | 59.35%±1.08 |
| Legal Research BenchAgentic US legal research | 46.63%±3.47 | 41.35%±3.42 |
| Finance Agent v2.1Core financial analyst tasks | 67.54%±2.02 | 64.70%±2.05 |
| Tax Agent BenchAgentic US corporate tax research | 38.91%±3.27 | 34.40%±3.30 |
| Terminal-Bench-ScienceExpert-authored scientific research workflows | 2.86%±2.01 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 12.63%±3.07 | 39.39%±0.88 |
| Vibe Code Bench v1.1Building web apps from scratch | 81.55%±3.45 | 81.01%±3.55 |
Benchmarks
Vals Index *
Inkling 2 Small
0.00%± 1.18
(34/34)Hy4
0.00%± 1.08
(34/34)Legal Research Bench *
Inkling 2 Small
0.00%± 3.47
(91/91)Hy4
0.00%± 3.42
(91/91)Finance Agent v2.1 *
Inkling 2 Small
0.00%± 2.02
(37/37)Hy4
0.00%± 2.05
(37/37)Tax Agent Bench *
Inkling 2 Small
0.00%± 3.27
(82/82)Hy4
0.00%± 3.30
(82/82)Terminal-Bench-Science
Inkling 2 Small
0.00%± 2.01
(44/44)Hy4
N/ATerminal-Bench 4.0
Inkling 2 Small
0.00%± 3.07
(61/61)Hy4
0.00%± 0.88
(61/61)Vibe Code Bench v1.1 *
Inkling 2 Small
0.00%± 3.45
(125/125)Hy4
0.00%± 3.55
(125/125)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, legal, and tax
•2026-11-05
Comparison by Industry
Model performance on different sections of the economy.
Legal
34.15%
vs.26.92%
Finance
58.65%
vs.55.09%
Science
36.43%
vs.N/A
Education
88.57%
vs.N/A
Coding
34.45%
vs.60.20%
Cyber
37.32%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$3.509
$1.72
Cost / TestVals Index
$3.509
vs.$1.72
Input Cost/ 1M Tokens
$0.30
vs.$0.834
Input Cache Read/ 1M Tokens
$0.03
vs.$0.042
Output Cost/ 1M Tokens
$1.00
vs.$2.501
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Thinking Machines | Openrouter |
| Latency | 3034.53s | 3091.47s |
| Cost (In/Out) | $0.3 / $1 | $0.834 / $2.501 |
| Context Window | 1M | 1M |
| Max Output Token | 1M | 66k |
| Input Modality |