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Benchmarks

FrontierSWE v2, pass@1

FrontierSWE v2, pass@1

Coding · higher is better · 1 model

Pass@1: the share of problems solved on the first try.

  1. Gemini 4 Carbon61.2%*

Every result

  • Gemini 4 Carbon61.2%Reported by the model's maker (Proximal leaderboard, as cited by Google), Nov 10, 2026

    Google reports 61.2% for Gemini 4 Carbon on FrontierSWE 2, citing Proximal's public leaderboard.

    Setting: Google says its results use the Gemini API at the highest thinking setting unless noted; no numeric budget is stated.

    Limits: Provider-reported: Google publishes the result for its own model; it has not been independently reproduced here. Google says this score comes from a third-party leaderboard; that leaderboard was not opened here, so its run date, harness and settings are unverified. Google says the scores are as of October 2026 for the model it calls Gemini 4 Carbon; equivalence to the build now served on every surface is not established. Results under the same benchmark name can be shown together as reported scores, but unmatched settings and missing methods rule out a controlled ranking. Google labels the test FrontierSWE 2; it is filed as version v2 to match other FrontierSWE v2 results.

    Google DeepMind · Google DeepMind · Google DeepMind

No published FrontierSWE v2, pass@1 score checked yet for: Claude Fable 5.2, Claude Mythos 5.2, Gemini 4 Argon, Claude Sonnet 5.5, Claude Opus 5.5, Claude Opus 5, Claude Sonnet 5, Gemini 2.5 Pro Experimental (March 2025), Gemini 2.0 Flash (December 2024 experimental), Qwen2.5-7B, Qwen2.5-7B-Instruct, GPT-4o mini (July 2024 release).