1,321
Business, management and finance · rank 202 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,299 to 1,343
- Sample
- 651 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,307
Creative writing · rank 186 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,288 to 1,325
- Sample
- 1005 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,313
Expert prompts · rank 202 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,283 to 1,344
- Sample
- 328 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,300
Instruction following · rank 225 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,288 to 1,313
- Sample
- 2015 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,322
Overall · rank 235 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,315 to 1,330
- Sample
- 6103 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,299
Writing, literature and language · rank 216 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,285 to 1,314
- Sample
- 1583 votes
- Configuration
- GPT-4.1 Nano
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
66.0%
Irrelevance detection · rank 87 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
83.4%
Irrelevance detection · rank 41 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
18.9%
Memory · rank 47 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
16.8%
Memory · rank 53 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
23.6%
Multi-turn tasks · rank 47 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
2.0%
Multi-turn tasks · rank 94 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
33.0%
Overall accuracy · rank 58 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
24.9%
Overall accuracy · rank 90 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
93.8%
Relevance detection · rank 8 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
68.8%
Relevance detection · rank 80 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
73.0%
Single-turn calls (curated) · rank 82 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
72.4%
Single-turn calls (curated) · rank 83 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
60.8%
Single-turn calls (user-contributed) · rank 84 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
50.3%
Single-turn calls (user-contributed) · rank 99 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- 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.
11.0%
Web search · rank 54 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
1.5%
Web search · rank 77 of 109
- Unit
- % correct, higher is better
- Configuration
- gpt-4.1-nano
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.