Compare Models
Select models (max 7)
Inkling SmallMiMo V2.5 Pro
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 27.59%±1.13 | N/A |
| Legal Research BenchAgentic US legal research | 25.48%±3.03 | 15.87%±2.54 |
| Finance Agent v2.1Core financial analyst tasks | 44.78%±2.10 | N/A |
| Tax Agent BenchAgentic US corporate tax research | 15.39%±2.37 | 11.50%±1.96 |
| MedCodeMedical billing code support | 37.89%±2.21 | 32.48%±1.91 |
| Code Migration v1.1Rewriting programs in new languages | 10.43%±2.32 | N/A |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 0.00%±0.00 | 0.51%±0.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 19.05%±3.40 | 34.11%±4.53 |
Benchmarks
Vals Index *
Inkling Small
0.00%± 1.13
(26/26)MiMo V2.5 Pro
N/ALegal Research Bench *
Inkling Small
0.00%± 3.03
(84/84)MiMo V2.5 Pro
0.00%± 2.54
(84/84)Finance Agent v2.1 *
Inkling Small
0.00%± 2.10
(30/30)MiMo V2.5 Pro
N/ATax Agent Bench *
Inkling Small
0.00%± 2.37
(75/75)MiMo V2.5 Pro
0.00%± 1.96
(75/75)MedCode *
Inkling Small
0.00%± 2.21
(107/107)MiMo V2.5 Pro
0.00%± 1.91
(107/107)Code Migration v1.1 *
Inkling Small
0.00%± 2.32
(28/28)MiMo V2.5 Pro
N/ATerminal-Bench 4.0
Inkling Small
0.00%± 0.00
(54/54)MiMo V2.5 Pro
0.00%± 0.51
(54/54)Vibe Code Bench v1.1 *
Inkling Small
0.00%± 3.40
(118/118)MiMo V2.5 Pro
0.00%± 4.53
(118/118)Overall performance
Performance on the Vals Index, a GDP-weighted aggregation of tasks across finance, coding, and law
•2026-10-22
Comparison by Industry
Model performance on different sections of the economy.
Legal
37.13%
vs.46.50%
Finance
47.76%
vs.42.65%
Healthcare
61.00%
vs.58.11%
Math
6.00%
vs.22.00%
Academic
84.58%
vs.83.59%
Education
32.74%
vs.N/A
Coding
30.13%
vs.47.49%
Cyber
64.11%
vs.N/A
Social Mobility
59.41%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$0.401
N/A
Cost / TestVals Index
$0.401
vs.N/A
Input Cost/ 1M Tokens
$0.30
vs.$0.435
Input Cache Read/ 1M Tokens
$0.06
vs.$0.004
Output Cost/ 1M Tokens
$1.20
vs.$0.87
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | Thinking Machines | Xiaomi |
| Latency | 986.44s | N/A |
| Cost (In/Out) | $0.3 / $1.2 | $0.435 / $0.87 |
| Context Window | 262k | 1M |
| Max Output Token | 262k | 128k |
| Input Modality |