1,478
Overall · rank 6 of 44
- Unit
- Arena rating, higher is better
- Range
- 1,472 to 1,484
- Sample
- 57813 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 13 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,201
Overall · rank 6 of 34
- Unit
- Arena rating, higher is better
- Range
- 1,196 to 1,206
- Sample
- 134905 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 24 Aug 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,461
Overall · rank 29 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,458 to 1,464
- Sample
- 70397 votes
- Configuration
- Claude Sonnet 4.6
- 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.
1,482
Business, management and finance · rank 8 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,476 to 1,488
- Sample
- 14081 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,449
Creative writing · rank 20 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,442 to 1,456
- Sample
- 12132 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,506
Expert prompts · rank 13 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,498 to 1,514
- Sample
- 7372 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,475
Instruction following · rank 13 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,469 to 1,480
- Sample
- 23715 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,472
Overall · rank 23 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,469 to 1,476
- Sample
- 70662 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,455
Writing, literature and language · rank 25 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,449 to 1,461
- Sample
- 17418 votes
- Configuration
- Claude Sonnet 4.6
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
44.5%
Average · rank 23 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
30.9%
Front end (SWE-Bench Multimodal) · rank 20 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
50.0%
Greenfield (Commit0) · rank 6 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
13.3%
Information gathering (GAIA) · rank 32 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
74.4%
Issue resolution (SWE-Bench) · rank 16 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
54.0%
Testing (SWT-Bench) · rank 24 of 34
- Unit
- % resolved, higher is better
- Configuration
- claude-sonnet-4.6
- 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.
3.0%
Requested-length error · rank 18 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
2.0%
Requested-length error · rank 7 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.39
Style adherence · rank 35 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.39
Style adherence · rank 39 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.41
Style adherence · rank 9 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.41
Style adherence · rank 9 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 Feb 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
64.5
Writing score · rank 69 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 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.
59.3
Writing score · rank 104 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 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.
64.2
Writing score · rank 74 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 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.
61.2
Writing score · rank 92 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-sonnet-4.6
- Measured
- 18 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.
99.9%
Answer rate · rank 19 of 108
- Unit
- % of documents, higher is better
- Configuration
- Claude Sonnet 4.6
- 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.
10.6%
Hallucination rate · rank 65 of 108
- Unit
- % of summaries, lower is better
- Configuration
- Claude Sonnet 4.6
- 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.