1,167
Overall · rank 23 of 34
- Unit
- Arena rating, higher is better
- Range
- 1,162 to 1,172
- Sample
- 76933 votes
- Configuration
- Claude Opus 4.1
- Measured
- 24 Aug 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,435
Overall · rank 81 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,432 to 1,439
- Sample
- 41433 votes
- Configuration
- Claude Opus 4.1
- 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.
1,433
Overall · rank 84 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,429 to 1,437
- Sample
- 25840 votes
- Configuration
- Claude Opus 4.1
- 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.
1,447
Business, management and finance · rank 59 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,441 to 1,452
- Sample
- 14034 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,447
Business, management and finance · rank 52 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,441 to 1,454
- Sample
- 9072 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,442
Creative writing · rank 26 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,436 to 1,448
- Sample
- 10814 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,445
Creative writing · rank 24 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,438 to 1,453
- Sample
- 6823 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,466
Expert prompts · rank 56 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,457 to 1,475
- Sample
- 4189 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,482
Expert prompts · rank 32 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,470 to 1,494
- Sample
- 2510 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,454
Instruction following · rank 37 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,450 to 1,459
- Sample
- 20685 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,458
Instruction following · rank 32 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,452 to 1,464
- Sample
- 13129 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,448
Overall · rank 67 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,445 to 1,451
- Sample
- 76940 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,450
Overall · rank 60 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,446 to 1,453
- Sample
- 49332 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,444
Writing, literature and language · rank 39 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,439 to 1,449
- Sample
- 17365 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,446
Writing, literature and language · rank 36 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,440 to 1,452
- Sample
- 10992 votes
- Configuration
- Claude Opus 4.1
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
3.0%
Requested-length error · rank 18 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-opus-4.1
- Measured
- 30 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
9.0%
Requested-length error · rank 67 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- claude-opus-4.1
- Measured
- 12 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.34
Style adherence · rank 201 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-opus-4.1
- Measured
- 30 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.38
Style adherence · rank 78 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- claude-opus-4.1
- Measured
- 12 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
69.9
Writing score · rank 23 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-opus-4.1
- Measured
- 30 Sep 2025
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
66.5
Writing score · rank 54 of 370
- Unit
- score out of 100, higher is better
- Configuration
- claude-opus-4.1
- Measured
- 12 Sep 2025
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
92.4%
Answer rate · rank 100 of 108
- Unit
- % of documents, higher is better
- Configuration
- Claude Opus 4.1
- 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.
11.8%
Hallucination rate · rank 76 of 108
- Unit
- % of summaries, lower is better
- Configuration
- Claude Opus 4.1
- 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.