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.

51–75 of 471 entries

ModelScoreEvidenceSource-recorded date
Claude Opus 4.7Anthropic———
Claude Opus 4.8Anthropic———
Claude Opus 5.5Anthropic———
Claude Sonnet 4.6Anthropic———
Claude Sonnet 5Anthropic———
Claude Sonnet 5.5Anthropic———
codegeex2-6bZ.ai———
codegeex4-all-9bZ.ai———
CodeGemma 7B ITGoogle———
Codestral 2508Mistral———
cogagent-9b-20241220Z.ai———
cogagent-chat-hfZ.ai———
cogagent-vqa-hfZ.ai———
cogvlm-chat-hfZ.ai———
cogvlm2-llama3-chat-19BZ.ai———
cogvlm2-llama3-chinese-chat-19BZ.ai———
cogvlm2-video-llama3-chatZ.ai———
CommandCohere———
Command A 03 2025Cohere———
Command A Plus 05 2026Cohere———
Command A Reasoning 08 2025Cohere———
Command A Translate 08 2025Cohere———
Command A Vision 07 2025Cohere———
Command LightCohere———
Command R 03 2024Cohere———