MiniMax
MiniMax-M2.7
M2.7 delivers outstanding performance in real-world software engineering, including end-to-end full project delivery, log analysis and bug troubleshooting, code security, machine learning, and more.
MiniMax model releasesModel Snapshot
TypeLanguage
ReleaseMar 18, 2026
Context204,800
Tagsreasoning, tool-use, implicit-caching
Overall
Rank #20 across 526
49.6
Coding
Rank #49 across 436
41.9
Blended Price
Rank #144 across 357
$0.525/M
Strength Profile
Percentile score by analysis domain.
* Cost is inverted: lower input, output, and blended prices rank higher.
Benchmark Percentiles
Higher bars mean stronger relative placement.
Model Details
Runtime
Output Speed75 tok/s
First Token2.82s
Max Output131,000
Pricing
Blended$0.525/M
Input$0.300/M
All Benchmarks
| Metric | Domain | Value | Rank |
|---|---|---|---|
| Artificial Analysis Intelligence Index | overall | 49.6 | #20 |
| Artificial Analysis Coding Index | coding | 41.9 | #49 |
| GPQA | reasoning | 87.4% | #39 |
| Humanity's Last Exam | reasoning | 28.1% | #39 |
| SciCode |