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
Context196,608
Tagstool-use, reasoning, implicit-caching
Overall
Rank #88 across 600
38.1
Coding
Rank #90 across 266
52.6
Blended Price
Rank #131 across 379
$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
Max Output131,072
Streaming speed is not measured for this model yet.
Pricing
Blended$0.525/M
Input$0.300/M
Output$1.20/M
Catalog$0.300/M in / $1.20/M out
Metadata
Modalities
All Benchmarks
| Metric | Domain | Value | Rank |
|---|---|---|---|
| Artificial Analysis Intelligence Index | overall | 38.1 | #88 |
| Artificial Analysis Coding Index | coding | 52.6 | #90 |
| GPQA | reasoning | 87.4% | #68 |
| Humanity's Last Exam | reasoning | 28.1% | #72 |
| SciCode |