1,437
Overall · rank 80 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,434 to 1,439
- Sample
- 70399 votes
- Configuration
- Gemini 2.5 Flash
- 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.
1,399
Business, management and finance · rank 130 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,395 to 1,404
- Sample
- 22722 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,394
Creative writing · rank 93 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,389 to 1,399
- Sample
- 17561 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,424
Expert prompts · rank 115 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,417 to 1,431
- Sample
- 8345 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,400
Instruction following · rank 121 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,396 to 1,403
- Sample
- 34707 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,409
Overall · rank 128 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,407 to 1,412
- Sample
- 125044 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,402
Writing, literature and language · rank 94 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,398 to 1,406
- Sample
- 28309 votes
- Configuration
- Gemini 2.5 Flash
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
93.7%
Irrelevance detection · rank 6 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
91.1%
Irrelevance detection · rank 11 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
41.3%
Memory · rank 17 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
38.7%
Memory · rank 18 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
36.2%
Multi-turn tasks · rank 32 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
16.8%
Multi-turn tasks · rank 53 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
56.2%
Overall accuracy · rank 15 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not a neutral average: the weighting is BFCL's. Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
50.9%
Overall accuracy · rank 26 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not a neutral average: the weighting is BFCL's. Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
75.0%
Relevance detection · rank 62 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
62.5%
Relevance detection · rank 91 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
85.0%
Single-turn calls (curated) · rank 44 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
88.1%
Single-turn calls (curated) · rank 21 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
74.4%
Single-turn calls (user-contributed) · rank 45 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
78.2%
Single-turn calls (user-contributed) · rank 27 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not reliability on your own tools: BFCL's functions and queries are a fixed test set, and a correct call is judged by its form, not by what it achieved.
59.0%
Web search · rank 21 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
62.0%
Web search · rank 20 of 109
- Unit
- % correct, higher is better
- Configuration
- gemini-2.5-flash
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
99.0%
Answer rate · rank 68 of 108
- Unit
- % of documents, higher is better
- Configuration
- Gemini 2.5 Flash
- 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.
7.8%
Hallucination rate · rank 39 of 108
- Unit
- % of summaries, lower is better
- Configuration
- Gemini 2.5 Flash
- 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.