MiniMax, released Mar 18, 2026

MiniMax-M2.7price, context, benchmarks and release details

Provisional: not enough results to rank yet Open weights 88% confidence, 2 of 3 expected sources in

57.9

SI Score

#70 of 142 ranked models

Input, per 1M tokens: $0.30
Output, per 1M tokens: $1.20
Context window: 205K
Max output: 131K
Released: Mar 18, 2026

How the score breaks down

Coding 62.4

Math —

Preference 73.6

Reasoning —

Weights: reasoning 30%, math 15%, coding 40%, preference 15%. Results use fixed 0–100 scales before averaging, and thin evidence is pulled toward 50. Method si-v3-retained-evidence-2, computed Oct 9, 2026, 06:15 UTC.

Around it on the leaderboard

68 Gemini 3 Pro Preview 58.6
69 GPT-5.5 Instant 58.3
70 MiniMax-M2.7 57.9
71 Fugu Ultra 57.9
72 MiniMax-M2.5 57.8

Full leaderboard

Benchmark results

4 benchmarks, 4 results

Each row shows the best published result. Where a model was tested at several settings, such as reasoning effort, open the row to see each one. Hover or tap a value for its source.

SWE-bench Procoding 56.2% 56.2

SWE-bench Verifiedcoding 79.9% 79.9

Terminal-Bench 2.1coding 51.1% 51.1

LMArena Textpreference 1404.6 elo 73.6

Normalization uses a fixed 0–100 scale for each unit, independent of other models. Compare evaluation conditions before reading a small gap as decisive. “Lab-reported” marks the provider's own published figure.

Details and sources

Open weights: Yes
License: not yet reported
Input modalities: text
First seen by SuperIndex: Oct 8, 2026
Coverage: 70% of expected source weight

Reported (2)

Official model cards via models.devOct 8, 2026
LMArena / ArenaOct 8, 2026

Awaiting (1)

LiveBench30% of weight

Confidence rises as pending sources publish. Some sources never cover some models, so confidence reaches 100% at 80% of expected weight.