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MiniMax-M2.7

minimax family · launched 2026-03-18

ReasoningToolsStructuredOpen weights
AITopic score43.8Not yet ranked

Open MiniMax flagship for coding agents, office automation, and complex environments

Evidence coverage5%1 evaluations · 1 institutions
Context / maximum output196.6k / 196.6ktokens
Cache / input / output$0.05 · $0.48 · $1.79USD per million tokens
Value / freshness47.5 / 59relative value · release freshness
Product profile

What this model supports

Inputtext
Outputtext
Knowledge cutoff2024-09
WeightsOpen weights
Capability profile

Strengths by domain

Coding—0 public results
Research & reasoning—0 public results
Professional work—0 public results
Knowledge & instruction—0 public results
Behind the score

Every result has a source

Raw results and standardized readings are shown together. Missing tests add neither points nor penalties.

Human preference & indices2 results

AA IndexArtificial Analysis60.22 indexReading 43.8

Imported from Artificial Analysis. The published 0–100 score is used directly; it is not z-score normalized.

Configuration: MiniMax-M2.7Open evidence
Arena TextLMArena1,404.8 EloReading 43.8

Direct LMArena text leaderboard result.

Open evidence
Same builder

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