Models / MiniMax
MiniMax M2.7
by MiniMax ·
minimax/minimax-m2.7MiniMax-M2.7 is a next-generation large language model designed for autonomous, real-world productivity and continuous improvement. Built to actively participate in its own evolution, M2.7 integrates advanced agentic capabilities through multi-agent...
reasoningtool-usereleased 2026-03-18
Legal score · raw
-
not yet benchmarked
Context
205K
max output 131K
Input
$0.30
per 1M tokens
Output
$1.20
per 1M tokens
Suite cost
-
run the suite to see
Benchmark results
| Task | Category | Raw | Juiced | Correct | Latency | Cost | Ran |
|---|---|---|---|---|---|---|---|
| Hearsay Identification | Evidence | - | - | - | - | - | - |
| Bluebook Citation Format | Research & Writing | - | - | - | - | - | - |
| Federal Civil Procedure | Procedure | - | - | - | - | - | - |
| Limitations Arithmetic | Procedure | - | - | - | - | - | - |
| Contract Clause Classification | Contracts | - | - | - | - | - | - |
| Citation Hallucination Resistance | Reliability | - | - | - | - | - | - |
Measured by DocketBuster
These numbers come from DocketBuster's own legal battery, not from DocketRouter's suite. Latest run per metric, with n and a 95% Wilson interval where the source reports one. See docketbuster.com/benchmarks.
| Metric | Value | n | Interval | Measured |
|---|---|---|---|---|
| Statute pinpoint, exact section (no retrieval) | 5.9% (18/307) | 307 | 95% CI 3.7% to 9.1% | 2026-08-24 |
| Statute pinpoint, exact section (with DocketBuster retrieval) | 75.9% (233/307) | 307 | 95% CI 70.8% to 80.3% | 2026-08-24 |
| Say-nothing rate (declines to bluff when the answer is not in the record) | 97.3% | 600 | 95% CI 95.7% to 98.4% | 2026-08-25 |
| Abstained on statute pinpoint | 18.9% (58/307) | 307 | count, no interval reported | 2026-08-24 |
| Coaching quality (GW-14x, 0 to 8) | 7.28 / 8 | - | rubric mean, no interval reported | 2026-08-24 |
Source files: hard-llm-level-minimax-m27-statute.json, hard-llm-level-minimax-m27-statute_rag.json, gw14x-ortier-minimaxm27.json, hard-llm-level-minimax-m27-saynothing.json. Raw model name in source: minimax/minimax-m2.7.