Qwen3.5-27B
Alibaba·Released Feb 24, 2026Open weights
Updated Oct 9, 6:21 AM ET
The score is on the board's scale (reference average 50, about 15 points per standard deviation), not a percentage.
By domain
Each domain is scored on the same scale as the overall score. Coverage is the share of the domain's kinds of evaluation with a result; it says how much evidence there is, not how good the model is.
Every result behind the score
The result as the evaluator publishes it, and the reading it gives on the board's scale. A hard evaluation can give a high reading for a modest result; results near 95% or 5% only say "at least" or "at most".
Research and reasoning
1 result · 35.8- Humanity's Last Exam (AA run)Artificial Analysis · thinking effort23.9%Reading 32.2
Professional work
1 result · 51.5- τ²-Bench Telecom (AA run)Artificial Analysis · thinking effort93.9%Reading 55.8
Knowledge and accuracy
2 results · 48.3- IFBench (AA run)Artificial Analysis · thinking effort75.6%Reading 53.9
- AA-LCRArtificial Analysis · thinking effort77.7%Reading 45.3
Human preference
1 result · 33.3- Arena TextLMArena1,408.8Reading 28.4
Shown, not scored
Composite indices, saturated or older evaluations, evaluations still being checked, and vision, writing and multilingual results. They do not move the score.
- AA Intelligence IndexArtificial Analysis · Composite indicesReference only22.9
- Arena VisionLMArena · VisionReference only1,216.4
- Arena WebDevLMArena · Writing and designReference only1,357.8
No result yet
Scored evaluations this model has not taken. A missing result neither adds nor subtracts.
- Terminal-Bench 4.0 · Vals AI
- Terminal-Bench 4.0 (AA run) · Artificial Analysis
- LiveBench Coding · LiveBench
- Code Migration · Vals AI
- ProgramBench · Vals AI
- Vibe Code Bench · Vals AI
- Vibe Code Bench 1–100 · Vals AI
- CyberBench Patch · Vals AI
- APEX-SWE · Mercor
- SciCode · Artificial Analysis
- FrontierMath Tiers 1–3 · Epoch AI
- FrontierMath Tier 4 · Epoch AI
- LiveBench Reasoning · LiveBench
- Chess Puzzles · Epoch AI
- Mystery Game Puzzles · Epoch AI
- MysteryMechanism · Vals AI
- Terminal-Bench Science · Vals AI
- ProofBench · Vals AI
- Finance Agent · Vals AI
- APEX-Agents · Mercor
- Harvey Legal Agent Benchmark · Vals AI
- MedCode · Vals AI
- Legal Research Bench · Vals AI
- Tax Agent Bench · Vals AI
- EMB · Vals AI
- LiveBench Data Analysis · LiveBench
- τ-Bench Banking (AA run) · Artificial Analysis
- SimpleQA Verified · Epoch AI
- LiveBench Language · LiveBench
- LiveBench Instruction Following · LiveBench
- BullshitBench · BullshitBench