Models / MiniMax M3

MiniMax

MiniMax M3

18 published results from 2 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
2
Our benchmarks
0
Price
Not yet published

Reported by others

Reported by Arena (formerly LMArena)
-0.14
Confirmed task success · rank 39 of 46
Unit
IPS effect estimate, higher is better
Range
-0.17 to -0.12
Sample
27787 observations
Configuration
MiniMax M3
Measured
28 Sep 2026
Not shown
Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
Reported by Arena (formerly LMArena)
-0.13
Praise over complaint · rank 35 of 46
Unit
IPS effect estimate, higher is better
Range
-0.16 to -0.11
Sample
11282 observations
Configuration
MiniMax M3
Measured
28 Sep 2026
Not shown
Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
Reported by Arena (formerly LMArena)
-0.07
Steerability · rank 35 of 46
Unit
IPS effect estimate, higher is better
Range
-0.09 to -0.05
Sample
38615 observations
Configuration
MiniMax M3
Measured
28 Sep 2026
Not shown
Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
Reported by Arena (formerly LMArena)
-0.00
Tool grounding · rank 29 of 46
Unit
IPS effect estimate, higher is better
Range
-0.00 to 0.00
Sample
2922906 observations
Configuration
MiniMax M3
Measured
28 Sep 2026
Not shown
Not a success rate: the estimated effect of choosing this model as the agent's orchestrator, against an even mix of the models tested, inside Arena's own harness.
Reported by Arena (formerly LMArena)
1,433
Overall · rank 34 of 44
Unit
Arena rating, higher is better
Range
1,425 to 1,441
Sample
6314 votes
Configuration
MiniMax M3
Measured
13 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)
1,434
Overall · rank 84 of 177
Unit
Arena rating, higher is better
Range
1,431 to 1,437
Sample
56345 votes
Configuration
MiniMax M3
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)
1,450
Business, management and finance · rank 47 of 402
Unit
Arena rating, higher is better
Range
1,443 to 1,456
Sample
11108 votes
Configuration
MiniMax M3
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)
1,406
Creative writing · rank 76 of 407
Unit
Arena rating, higher is better
Range
1,399 to 1,413
Sample
10169 votes
Configuration
MiniMax M3
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)
1,471
Expert prompts · rank 51 of 359
Unit
Arena rating, higher is better
Range
1,462 to 1,479
Sample
6168 votes
Configuration
MiniMax M3
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)
1,435
Instruction following · rank 63 of 409
Unit
Arena rating, higher is better
Range
1,429 to 1,440
Sample
19768 votes
Configuration
MiniMax M3
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)
1,440
Overall · rank 77 of 409
Unit
Arena rating, higher is better
Range
1,436 to 1,444
Sample
56646 votes
Configuration
MiniMax M3
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)
1,422
Writing, literature and language · rank 70 of 408
Unit
Arena rating, higher is better
Range
1,416 to 1,428
Sample
14261 votes
Configuration
MiniMax M3
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
57.2%
Average · rank 13 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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
36.8%
Front end (SWE-Bench Multimodal) · rank 11 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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
25.0%
Greenfield (Commit0) · rank 14 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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
66.7%
Information gathering (GAIA) · rank 15 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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
76.4%
Issue resolution (SWE-Bench) · rank 9 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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
81.1%
Testing (SWT-Bench) · rank 4 of 34
Unit
% resolved, higher is better
Configuration
minimax-m3
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.

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