Models / Llama 3.1 8B Instruct
MetaLlama 3.1 8B Instruct
17 published results from 3 sources. Each card shows where the number comes from and what it does not measure. Results are never combined into one score.
- Provider
- Meta
- Sources
- 3
- Our benchmarks
- 0
- Price
- Not yet published
Reported by others
1,210
Business, management and finance · rank 313 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,201 to 1,219
- Sample
- 5722 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,177
Creative writing · rank 319 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,169 to 1,186
- Sample
- 7346 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,198
Expert prompts · rank 306 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,185 to 1,210
- Sample
- 2589 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,191
Instruction following · rank 327 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,185 to 1,197
- Sample
- 19781 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,211
Overall · rank 332 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,207 to 1,215
- Sample
- 49605 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,182
Writing, literature and language · rank 329 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,176 to 1,189
- Sample
- 13505 votes
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
42.7%
Irrelevance detection · rank 102 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
10.8%
Memory · rank 71 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
11.1%
Multi-turn tasks · rank 64 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
25.8%
Overall accuracy · rank 85 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- 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
- llama-3.1-8b-instruct
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
84.0%
Single-turn calls (curated) · rank 51 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- 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.
70.8%
Single-turn calls (user-contributed) · rank 54 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- 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.
3.0%
Web search · rank 69 of 109
- Unit
- % correct, higher is better
- Configuration
- llama-3.1-8b-instruct
- 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
- Llama 3.1 8B Instruct
- Measured
- 6 Sep 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.34
Style adherence · rank 209 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- Llama 3.1 8B Instruct
- Measured
- 6 Sep 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
24.8
Writing score · rank 306 of 370
- Unit
- score out of 100, higher is better
- Configuration
- Llama 3.1 8B Instruct
- 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.
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