SWE-sweep

Subtask-weighted reward on long-term software modification tasks.

Category
Agentic coding
Unit
Percent (%)
Higher is better
Comparison groups
1total
All model rankings (records) · Ranked results: 1

All model rankings (records)

These rankings are recalculated by comparison group including legacy models and models unavailable in Claude Code / Codex. They differ from the rankings above because the set of models differs.

Show rankings including legacy and unavailable models (entries: 1)

official results (Gemini 4 Carbon (Google DeepMind models page, benchmark table))

RankModeleffortScoreSource cost (metric)measured/reported bysource
1Gemini 4 CarbonHigh9.6%—GoogleGemini 4 Carbon (Google DeepMind models page, benchmark table)Retrieved 2026-11-12 · Vendor-reported value. Google published table. methodology PDF: Gemini 4 Carbon/Argon used the highest Gemini API thinking setting, pass@1, and a single trial. Row-specific source: self-measured for Carbon using the mini-swe-agent harness
Source excerptSWE-sweep: Gemini 4 Carbon 9.6