Compare Models
Select models (max 5)
MiniMax-M3MiMo V2.5 Pro
 |  |  |
|---|---|---|
| Vals IndexGDP-weighted benchmark | 36.53%±1.17 | 33.84%±1.17 |
| Legal Research BenchAgentic US legal research | 29.81%±3.18 | 15.87%±2.54 |
| Finance Agent (v2)Core financial analyst tasks | 48.27%±0.44 | 41.50%±1.19 |
| Tax Agent BenchAgentic US corporate tax research | 49.69%±3.25 | 34.79%±2.62 |
| MedCodeMedical billing code support | 46.29%±2.10 | 32.48%±1.91 |
| Code MigrationRewriting programs in new languages | 19.93%±3.94 | 21.56%±4.13 |
| Terminal-Bench 4.0Frontier-difficulty terminal tasks | 1.01%±1.01 | 0.51%±0.51 |
| Vibe Code Bench v1.1Building web apps from scratch | 47.57%±5.44 | 34.11%±4.53 |
Benchmarks
Vals Index *
MiniMax-M3
0.00%± 1.17
(43/43)MiMo V2.5 Pro
0.00%± 1.17
(43/43)Legal Research Bench *
MiniMax-M3
0.00%± 3.18
(73/73)MiMo V2.5 Pro
0.00%± 2.54
(73/73)Finance Agent (v2) *
MiniMax-M3
0.00%± 0.44
(74/74)MiMo V2.5 Pro
0.00%± 1.19
(74/74)Tax Agent Bench *
MiniMax-M3
0.00%± 3.25
(65/65)MiMo V2.5 Pro
0.00%± 2.62
(65/65)MedCode *
MiniMax-M3
0.00%± 2.10
(104/104)MiMo V2.5 Pro
0.00%± 1.91
(104/104)Code Migration *
MiniMax-M3
0.00%± 3.94
(73/73)MiMo V2.5 Pro
0.00%± 4.13
(73/73)Terminal-Bench 4.0
MiniMax-M3
0.00%± 1.01
(43/43)MiMo V2.5 Pro
0.00%± 0.51
(43/43)Vibe Code Bench v1.1 *
MiniMax-M3
0.00%± 5.44
(108/108)MiMo V2.5 Pro
0.00%± 4.53
(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
39.80%
vs.31.69%
Finance
57.36%
vs.51.33%
Healthcare
66.77%
vs.58.11%
Math
18.00%
vs.22.00%
Academic
86.02%
vs.83.59%
Education
50.57%
vs.N/A
Coding
40.91%
vs.42.31%
Cyber
65.00%
vs.N/A
Social Mobility
64.14%
vs.N/A
Cost Analysis
Per task and per token model pricing.
Vals Index · USD
$3.082
$0.162
Cost / TestVals Index
$3.082
vs.$0.162
Input Cost/ 1M Tokens
$0.60
vs.$0.435
Input Cache Read/ 1M Tokens
$0.12
vs.$0.004
Output Cost/ 1M Tokens
$2.40
vs.$0.87
Model Metadata
Basic information about each model.
| | |
|---|---|---|
| Model provider | MiniMax | Xiaomi |
| Latency | 2334.66s | 2073.11s |
| Cost (In/Out) | $0.6 / $2.4 | $0.435 / $0.87 |
| Context Window | 1M | 1M |
| Max Output Token | 512k | 128k |
| Input Modality |