81.9%
Irrelevance detection · rank 49 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
87.2%
Irrelevance detection · rank 22 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
19.6%
Memory · rank 45 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
11.2%
Memory · rank 70 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
34.8%
Multi-turn tasks · rank 35 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
26.1%
Multi-turn tasks · rank 45 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
41.0%
Overall accuracy · rank 43 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
37.8%
Overall accuracy · rank 47 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
87.5%
Relevance detection · rank 27 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
81.2%
Relevance detection · rank 41 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
84.9%
Single-turn calls (curated) · rank 46 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
89.5%
Single-turn calls (curated) · rank 7 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
80.0%
Single-turn calls (user-contributed) · rank 13 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
79.3%
Single-turn calls (user-contributed) · rank 16 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- 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.
10.0%
Web search · rank 56 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
10.5%
Web search · rank 55 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-14b
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
20.0%
Requested-length error · rank 179 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- qwen3-14b
- Measured
- 12 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
53.0%
Requested-length error · rank 314 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- qwen3-14b
- Measured
- 13 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.37
Style adherence · rank 97 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- qwen3-14b
- Measured
- 12 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.35
Style adherence · rank 158 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- qwen3-14b
- Measured
- 13 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
34.8
Writing score · rank 242 of 370
- Unit
- score out of 100, higher is better
- Configuration
- qwen3-14b
- 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.
29.6
Writing score · rank 278 of 370
- Unit
- score out of 100, higher is better
- Configuration
- qwen3-14b
- Measured
- 13 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.
99.9%
Answer rate · rank 19 of 108
- Unit
- % of documents, higher is better
- Configuration
- Qwen3 14B
- 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.
5.4%
Hallucination rate · rank 17 of 108
- Unit
- % of summaries, lower is better
- Configuration
- Qwen3 14B
- 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.