Which AI model scores highest on SWE-sweep?

Gemini 4 Carbon by Google holds the best SWE-sweep result among tracked models, at 9.6% (released Oct 28 2026). Higher scores are better on this benchmark.

What are the top 1 models on SWE-sweep?

1. Gemini 4 Carbon (Google) — 9.6%.

How many models have a published SWE-sweep score?

1 tracked model has a published SWE-sweep score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

Agentic coding

SWE-sweep

subtask-weighted reward for software engineering with the mini-swe-agent harness

Rankings

Higher is better

Gemini 4 Carbon

9.6%

SWE-sweep — frequently asked questions

: subtask-weighted reward for software engineering with the mini-swe-agent harness
: Gemini 4 Carbon by Google holds the best SWE-sweep result among tracked models, at 9.6% (released Oct 28 2026). Higher scores are better on this benchmark.
: 1. Gemini 4 Carbon (Google) — 9.6%.
: 1 tracked model has a published SWE-sweep score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.