UnifyBench

RankingSWE-bench Verified

SWE-bench Verified

Data updated 22 Oct 2026

Bucket
Coding
Unit
percent
Direction
Higher is better
Version
verified
Display harness
SWE-bench Verified official
Board
https://www.swebench.com/

Compare published benchmark results with category weights →

Models

Results are ordered by score in the display harness, followed by models with no result. Other harnesses are listed separately below. Missing results remain unknown.

376–400 of 471 entries

ModelScoreEvidenceSource-recorded date
Qwen3-4B-Instruct-2507Qwen———
Qwen3-4B-Thinking-2507Qwen———
Qwen3-8BQwen———
Qwen3-Coder-30B-A3B-InstructQwen———
Qwen3-coder-flashQwen———
Qwen3-Coder-NextQwen———
Qwen3-coder-plusQwen———
Qwen3-maxQwen———
Qwen3-Next-80B-A3B-InstructQwen———
Qwen3-Next-80B-A3B-ThinkingQwen———
Qwen3-Omni-30B-A3B-InstructQwen———
Qwen3-Omni-30B-A3B-ThinkingQwen———
Qwen3-omni-flashQwen———
Qwen3-VL-235B-A22B-InstructQwen———
Qwen3-VL-235B-A22B-ThinkingQwen———
Qwen3-VL-2B-InstructQwen———
Qwen3-VL-2B-ThinkingQwen———
Qwen3-VL-30B-A3B-InstructQwen———
Qwen3-VL-30B-A3B-ThinkingQwen———
Qwen3-VL-32B-InstructQwen———
Qwen3-VL-32B-ThinkingQwen———
Qwen3-VL-4B-InstructQwen———
Qwen3-VL-4B-ThinkingQwen———
Qwen3-VL-8B-InstructQwen———
Qwen3-VL-8B-ThinkingQwen———