Models / MiniMax M2.7

MiniMax

MiniMax M2.7

18 published results from 4 sources. Each card shows where the number comes from and what it does not measure. Results are never combined into one score.

Provider
MiniMax
Sources
4
Our benchmarks
0
Price
Not yet published

Reported by others

Reported by Arena (formerly LMArena)
1,422
Overall · rank 108 of 177
Unit
Arena rating, higher is better
Range
1,419 to 1,425
Sample
77589 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not an error rate: claims that cannot be checked on the web are skipped, and preference still carries most of the weight.
Reported by Arena (formerly LMArena)
1,423
Business, management and finance · rank 99 of 402
Unit
Arena rating, higher is better
Range
1,417 to 1,429
Sample
15280 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by Arena (formerly LMArena)
1,363
Creative writing · rank 138 of 407
Unit
Arena rating, higher is better
Range
1,357 to 1,370
Sample
13052 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by Arena (formerly LMArena)
1,452
Expert prompts · rank 83 of 359
Unit
Arena rating, higher is better
Range
1,445 to 1,460
Sample
7744 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by Arena (formerly LMArena)
1,407
Instruction following · rank 107 of 409
Unit
Arena rating, higher is better
Range
1,402 to 1,412
Sample
26099 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by Arena (formerly LMArena)
1,415
Overall · rank 120 of 409
Unit
Arena rating, higher is better
Range
1,411 to 1,418
Sample
77968 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by Arena (formerly LMArena)
1,386
Writing, literature and language · rank 121 of 408
Unit
Arena rating, higher is better
Range
1,380 to 1,391
Sample
18793 votes
Configuration
MiniMax M2.7
Measured
25 Sep 2026
Not shown
Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
Reported by OpenHands Index
43.4%
Average · rank 25 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by OpenHands Index
27.9%
Front end (SWE-Bench Multimodal) · rank 24 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by OpenHands Index
18.8%
Greenfield (Commit0) · rank 21 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by OpenHands Index
25.5%
Information gathering (GAIA) · rank 31 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by OpenHands Index
75.6%
Issue resolution (SWE-Bench) · rank 10 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by OpenHands Index
69.1%
Testing (SWT-Bench) · rank 15 of 34
Unit
% resolved, higher is better
Configuration
minimax-m2.7
Measured
30 Jun 2026
Not shown
Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
Reported by UGI Leaderboard
36.0%
Requested-length error · rank 281 of 370
Unit
% off the requested word count, lower is better
Configuration
MiniMax M2.7
Measured
16 Apr 2026
Not shown
Not other format limits such as character counts or bullet counts.
Reported by UGI Leaderboard
0.38
Style adherence · rank 52 of 370
Unit
score from 0 to 1, higher is better
Configuration
MiniMax M2.7
Measured
16 Apr 2026
Not shown
Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
Reported by UGI Leaderboard
37.6
Writing score · rank 230 of 370
Unit
score out of 100, higher is better
Configuration
MiniMax M2.7
Measured
16 Apr 2026
Not shown
Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
Reported by Vectara Hallucination Leaderboard
99.4%
Answer rate · rank 58 of 108
Unit
% of documents, higher is better
Configuration
MiniMax M2.7
Measured
22 Sep 2026
Not shown
Not a quality score: a low rate usually means content filters were triggered, and hallucination rates are measured on answered documents only.
Reported by Vectara Hallucination Leaderboard
12.9%
Hallucination rate · rank 86 of 108
Unit
% of summaries, lower is better
Configuration
MiniMax M2.7
Measured
22 Sep 2026
Not shown
Not errors in open questions or other tasks: only summarisation, judged by Vectara's own model (HHEM-2.3), not by people, on news-style documents rather than your data.

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