1,386
Overall · rank 149 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,382 to 1,389
- Sample
- 42398 votes
- Configuration
- MiniMax M2.5
- 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.
1,400
Business, management and finance · rank 122 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,393 to 1,407
- Sample
- 8377 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,357
Creative writing · rank 142 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,349 to 1,365
- Sample
- 6640 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,425
Expert prompts · rank 113 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,414 to 1,435
- Sample
- 3770 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,381
Instruction following · rank 146 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,375 to 1,387
- Sample
- 13752 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,391
Overall · rank 156 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,387 to 1,395
- Sample
- 42743 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,369
Writing, literature and language · rank 146 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,363 to 1,376
- Sample
- 10049 votes
- Configuration
- MiniMax M2.5
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
45.2%
Average · rank 22 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
25.0%
Front end (SWE-Bench Multimodal) · rank 27 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
12.5%
Greenfield (Commit0) · rank 25 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
47.9%
Information gathering (GAIA) · rank 24 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
72.6%
Issue resolution (SWE-Bench) · rank 23 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
68.1%
Testing (SWT-Bench) · rank 18 of 34
- Unit
- % resolved, higher is better
- Configuration
- minimax-m2.5
- 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.
41.0%
Requested-length error · rank 294 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- MiniMax M2.5
- Measured
- 12 Feb 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.38
Style adherence · rank 71 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- MiniMax M2.5
- Measured
- 12 Feb 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
41.7
Writing score · rank 200 of 370
- Unit
- score out of 100, higher is better
- Configuration
- MiniMax M2.5
- Measured
- 12 Feb 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.
98.2%
Answer rate · rank 80 of 108
- Unit
- % of documents, higher is better
- Configuration
- MiniMax M2.5
- 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.
9.1%
Hallucination rate · rank 46 of 108
- Unit
- % of summaries, lower is better
- Configuration
- MiniMax M2.5
- 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.