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  5. FrontierSWE
Evaluation & Benchmarksaka FrontierSWE v2

FrontierSWE

FrontierSWE is an agentic software-engineering benchmark of multi-file, real-repo tasks that Google's Gemini 4 Argon table lost to GPT-6 Astra.

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On Google's September 30, 2026 Gemini 4 Argon launch table, Argon scored 55.0% on FrontierSWE v2 versus GPT-6 Astra at 65.5% — a 10.5-point gap, while Argon led DeepSWE v1.1. The split is why a DeepSWE headline is not a universal coding win. Scores are vendor-run unless independently reproduced.

Related terms

AI BenchmarkSWE-benchDeepSWETerminal-BenchAgent EvaluationCoding Agent