Language

MiniMax-M2.5

By MiniMax, in the MiniMax M family.

Released
Feb 2026
Status
Legacy
Context
204.8K
Max output
131.1K
Input per 1M tokens
$0.30
Output per 1M tokens
$1.20
Open weights
Yes
License
modified-mit
Parameters
—
Knowledge cutoff
—
Reasoning
Yes
Modalities
text → text

Category scores

Out of 100, from independent and third-party results only, by method category-2026-09-29.1.

Category scores
CategoryScoreRankCoverage
Human preference48.4Not ranked2 of 5

Benchmark results

Every result we hold for this model, with who ran it and where it was published.

Knowledge & reasoning

Knowledge & reasoning results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Humanity's Last Exam (HLE)Accuracy19.4%Self-reported——Model Card via Hugging Face Community Evals
MMLU-ProAccuracy80.1%Self-reported——EvalEval via Hugging Face Community Evals

Scientific reasoning

Scientific reasoning results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
GPQA DiamondAccuracy85.2%Self-reported——Model Card via Hugging Face Community Evals

Coding & software engineering

Coding & software engineering results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Terminal-Bench 2.0Accuracy (mean over trials)42.7%Third party——https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI
Terminal-Bench 2.0Accuracy (mean over trials)42.2%Third party——https://www.tbench.ai/leaderboard/terminal-bench/2.0 via Epoch AI

Long context

Long context results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
CL-benchTasks solved11.4%Source not stated——Epoch AI via Epoch AI
CL-bench LifeTasks solved6.3%Source not stated——Epoch AI via Epoch AI

Human preference

Human preference results
BenchmarkMetricValueProvenanceSettingEvaluatedSource
Code Arena: WebDev (arena.ai)Arena score (Elo scale)1386Independent—25 Sep 2026Arena
Code Arena: WebDev (arena.ai)Votes7637Independent—25 Sep 2026Arena
Text Arena (arena.ai)Arena score (Elo scale)1391Independent—25 Sep 2026Arena
Text Arena (arena.ai)Votes42743Independent—25 Sep 2026Arena

Other MiniMax M versions

Sources