1,438
Overall · rank 77 of 177
- Unit
- Arena rating, higher is better
- Range
- 1,434 to 1,441
- Sample
- 48036 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not an error rate: claims that cannot be checked on the web are skipped, and preference still carries most of the weight.
1,446
Business, management and finance · rank 59 of 402
- Unit
- Arena rating, higher is better
- Range
- 1,439 to 1,453
- Sample
- 10071 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,407
Creative writing · rank 75 of 407
- Unit
- Arena rating, higher is better
- Range
- 1,399 to 1,415
- Sample
- 7189 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,476
Expert prompts · rank 41 of 359
- Unit
- Arena rating, higher is better
- Range
- 1,467 to 1,485
- Sample
- 4889 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,436
Instruction following · rank 61 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,430 to 1,442
- Sample
- 16551 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,443
Overall · rank 72 of 409
- Unit
- Arena rating, higher is better
- Range
- 1,439 to 1,448
- Sample
- 48095 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
1,423
Writing, literature and language · rank 69 of 408
- Unit
- Arena rating, higher is better
- Range
- 1,416 to 1,430
- Sample
- 11214 votes
- Configuration
- Qwen3.6 Plus
- Measured
- 25 Sep 2026
- Not shown
- Not accuracy or correctness: it ranks which answer voters preferred, with answer length and formatting controlled for.
54.5
Artificial Analysis Coding Index · rank 86 of 151
- Unit
- index score, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not your codebase or tools.
27.0
Artificial Analysis Intelligence Index · rank 120 of 314
- Unit
- index score, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not business work, and a blend: read the parts for any one task.
88.2%
GPQA Diamond · rank 88 of 276
- Unit
- % of questions, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not applied work; multiple-choice science questions.
27.8%
Humanity's Last Exam · rank 138 of 314
- Unit
- % of questions, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not everyday work; academic questions at the edge of expertise.
75.2%
IFBench · rank 28 of 215
- Unit
- % of instructions, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not judgement about what an instruction meant.
78.3%
Long-context reasoning (AA-LCR) · rank 93 of 309
- Unit
- % of questions, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not retrieval over your own document store.
61.4%
Terminal-Bench 2.1 · rank 82 of 151
- Unit
- % of tasks, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not other harnesses or tools; superseded by 4.0 for newer models.
43.9%
Terminal-Bench Hard · rank 36 of 213
- Unit
- % of tasks, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not other harnesses; Artificial Analysis no longer runs it on new models.
20.8%
Τ-bench banking · rank 82 of 142
- Unit
- % of tasks, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not your policies or systems; a simulated customer.
97.7%
Τ²-bench telecom · rank 7 of 214
- Unit
- % of tasks, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not your policies or systems; no longer run on new models.
52.9%
Average · rank 16 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
30.9%
Front end (SWE-Bench Multimodal) · rank 20 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
25.0%
Greenfield (Commit0) · rank 14 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
72.1%
Information gathering (GAIA) · rank 11 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
74.2%
Issue resolution (SWE-Bench) · rank 17 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
62.1%
Testing (SWT-Bench) · rank 21 of 34
- Unit
- % resolved, higher is better
- Configuration
- Qwen3.6 Plus (openhands)
- Measured
- 30 Jun 2026
- Not shown
- Not the model alone: the score is for the model inside the OpenHands agent, at the SDK version shown.
44.1%
Correct answers · rank 39 of 85
- Unit
- % of questions, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 27 Aug 2026
- Not shown
- Not answers grounded in your documents; tests what the model remembers.
11.0%
Requested-length error · rank 91 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- Qwen3.6 Plus (no reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
8.0%
Requested-length error · rank 55 of 370
- Unit
- % off the requested word count, lower is better
- Configuration
- Qwen3.6 Plus (thinking reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not other format limits such as character counts or bullet counts.
0.35
Style adherence · rank 173 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- Qwen3.6 Plus (no reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
0.33
Style adherence · rank 272 of 370
- Unit
- score from 0 to 1, higher is better
- Configuration
- Qwen3.6 Plus (thinking reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not brand voice on your own examples: UGI's prompts are private and lean towards creative writing.
46.1
Writing score · rank 172 of 370
- Unit
- score out of 100, higher is better
- Configuration
- Qwen3.6 Plus (no reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
58.2
Writing score · rank 111 of 370
- Unit
- score out of 100, higher is better
- Configuration
- Qwen3.6 Plus (thinking reasoning)
- Measured
- 5 Apr 2026
- Not shown
- Not business copy quality: UGI's prompts are private and lean towards creative writing, and models that often refuse get no score.
$5,114.87
Money after a year · rank 25 of 63
- Unit
- US dollars, higher is better
- Configuration
- Qwen3.6 Plus
- Measured
- 1 Oct 2026
- Not shown
- Not a real business; one simulated market with set rules.
