Compare Models
Select models (max 5)
InklingMiMo V2.5
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 28.67%±1.10 | N/A |
| Legal Research BenchAgentic US legal research | 28.36%±3.13 | 9.13%±2.00 |
| Finance Agent (v2)Core financial analyst tasks | 46.60%±0.93 | 36.73%±0.11 |
| Tax Agent BenchAgentic US corporate tax research | 43.52%±2.95 | 29.16%±2.71 |
| MedCodeMedical billing code support | 41.19%±2.23 | 31.89%±2.02 |
| Code MigrationRewriting programs in new languages | 11.79%±3.40 | 14.23%±3.69 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 0.51%±0.51 | N/A |
| Vibe Code Bench v1.1Building web apps from scratch | 19.21%±3.66 | 42.17%±4.57 |
Benchmarks
Vals Index *
Inkling
0.00%± 1.10
(43/43)MiMo V2.5
N/ALegal Research Bench *
Inkling
0.00%± 3.13
(73/73)MiMo V2.5
0.00%± 2.00
(73/73)Finance Agent (v2) *
Inkling
0.00%± 0.93
(74/74)MiMo V2.5
0.00%± 0.11
(74/74)Tax Agent Bench *
Inkling
0.00%± 2.95
(65/65)MiMo V2.5
0.00%± 2.71
(65/65)MedCode *
Inkling
0.00%± 2.23
(104/104)MiMo V2.5
0.00% ± 2.02
(104/104)Code Migration *
Inkling
0.00%± 3.40
(73/73)MiMo V2.5
0.00%± 3.69
(73/73)Terminal-Bench 4.0
Inkling
0.00%± 0.51
(43/43)MiMo V2.5
N/AVibe Code Bench v1.1 *
Inkling
0.00%± 3.66
(108/108)MiMo V2.5
0.00%± 4.57
(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
37.80%
vs.29.90%
Finance
53.55%
vs.50.41%
Healthcare
63.30%
vs.52.02%
Math
0.00%
vs.16.00%
Academic
83.97%
vs.81.50%
Education
36.55%
vs.43.27%
Coding
27.00%
vs.52.23%
Cyber
66.79%
vs.N/A
Social Mobility
58.46%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$1.464
N/A
Cost / TestVals Index
$1.464
vs.N/A
Input Cost/ 1M Tokens
$1.00
vs.$0.14
Input Cache Read/ 1M Tokens
$0.17
vs.$0.003
Output Cost/ 1M Tokens
$4.05
vs.$0.28
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Thinking Machines | Xiaomi |
| Latency | 1205.92s | N/A |
| Cost (In/Out) | $1 / $4.05 | $0.14 / $0.28 |
| Context Window | 256k | 1M |
| Max Output Token | 256k | 128k |
| Input Modality |