6.70
Artificial Analysis Intelligence Index · rank 303 of 314
- Unit
- index score, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not business work, and a blend: read the parts for any one task.
51.7%
GPQA Diamond · rank 258 of 276
- Unit
- % of questions, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not applied work; multiple-choice science questions.
4.5%
Humanity's Last Exam · rank 291 of 314
- Unit
- % of questions, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not everyday work; academic questions at the edge of expertise.
33.5%
IFBench · rank 191 of 215
- Unit
- % of instructions, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not judgement about what an instruction meant.
11.3%
Long-context reasoning (AA-LCR) · rank 302 of 309
- Unit
- % of questions, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not retrieval over your own document store.
4.5%
Terminal-Bench Hard · rank 192 of 213
- Unit
- % of tasks, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not other harnesses; Artificial Analysis no longer runs it on new models.
26.6%
Τ²-bench telecom · rank 185 of 214
- Unit
- % of tasks, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 1 Oct 2026
- Not shown
- Not your policies or systems; no longer run on new models.
84.9%
Irrelevance detection · rank 34 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
75.9%
Irrelevance detection · rank 69 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general refusal or safety behaviour.
17.6%
Memory · rank 51 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
23.9%
Memory · rank 35 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not long-term personal memory in a product: sessions are BFCL's scripted ones.
22.1%
Multi-turn tasks · rank 49 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
20.5%
Multi-turn tasks · rank 51 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not open-ended agent work: the tools and tasks are BFCL's simulated APIs.
35.7%
Overall accuracy · rank 54 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- 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.
35.5%
Overall accuracy · rank 55 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- 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
- qwen3-4b-instruct-2507 (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
87.5%
Relevance detection · rank 27 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not whether the call itself was right; only that one was attempted.
87.9%
Single-turn calls (curated) · rank 23 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- 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.
86.4%
Single-turn calls (curated) · rank 35 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- 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.
76.4%
Single-turn calls (user-contributed) · rank 34 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl fc)
- 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.
74.7%
Single-turn calls (user-contributed) · rank 41 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- 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
- qwen3-4b-instruct-2507 (bfcl fc)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
4.5%
Web search · rank 65 of 109
- Unit
- % correct, higher is better
- Configuration
- qwen3-4b-instruct-2507 (bfcl prompt)
- Measured
- 16 Dec 2025
- Not shown
- Not general research quality: questions have short, checkable answers.
8.0%
Requested-length error · rank 55 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 16 Oct 2025
- Not shown
- Not other format limits such as character counts or bullet counts.
0.34
Style adherence · rank 201 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 16 Oct 2025
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
29.9
Writing score · rank 272 of 370
- Unit
- score out of 100, higher is better
- Configuration
- qwen3-4b-instruct-2507
- Measured
- 16 Oct 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.