61.8%
Irrelevance detection · rank 92 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
6.3%
Irrelevance detection · rank 109 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
10.3%
Memory · rank 72 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
8.6%
Memory · rank 75 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
7.8%
Multi-turn tasks · rank 74 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
0.8%
Multi-turn tasks · rank 101 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
27.6%
Overall accuracy · rank 78 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
19.3%
Overall accuracy · rank 102 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
81.2%
Relevance detection · rank 41 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
93.8%
Relevance detection · rank 8 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
82.8%
Single-turn calls (curated) · rank 59 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
88.5%
Single-turn calls (curated) · rank 17 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
73.8%
Single-turn calls (user-contributed) · rank 48 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
74.0%
Single-turn calls (user-contributed) · rank 47 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- 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.
7.0%
Web search · rank 61 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
2.5%
Web search · rank 71 of 109
- Unit
- % correct, higher is better
- Configuration
- mistral-nemo
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
18.0%
Requested-length error · rank 150 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- Mistral Nemo
- Measured
- 6 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.34
Style adherence · rank 232 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- Mistral Nemo
- Measured
- 6 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
33.1
Writing score · rank 248 of 370
- Unit
- score out of 100, higher is better
- Configuration
- Mistral Nemo
- Measured
- 6 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.