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.

426–450 of 471 entries

ModelScoreEvidenceSource-recorded date
Qwen3.8-Flash-NextQwen———
QwQ-plusQwen———
RecurrentGemma 2B ITGoogle———
RecurrentGemma 9B ITGoogle———
Seed 1.6ByteDance———
Seed 1.6 ThinkingByteDance———
Seed 1.6 VisionByteDance———
Seed 1.8ByteDance———
Seed 2.0 CodeByteDance———
Seed 2.0 LiteByteDance———
Seed 2.0 MiniByteDance———
Seed 2.0 ProByteDance———
Seed 2.1 ProByteDance———
Seed 2.1 TurboByteDance———
Seed CharacterByteDance———
Seed Coder 8B InstructByteDance———
Seed Coder 8B ReasoningByteDance———
Seed EvolvingByteDance———
Seed OSS 36B InstructByteDance———
SOLAR 10.7B Instruct v1.0Upstage———
Solar Mini (April 2025)Upstage———
Solar Mini 4Upstage———
Solar Open 100BUpstage———
Solar Open2 250BUpstage———
Solar Pro 2 (December 2025)Upstage———