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  5. DeepSWE
Evaluation & Benchmarksaka DeepSWE v1.1

DeepSWE

DeepSWE is a long-horizon software engineering benchmark that scores models on multi-step, real-world coding tasks rather than single-file puzzles.

Ask Melo about this← all terms

Google reported Gemini 4 Argon at 77.9% on DeepSWE v1.1 in its September 30, 2026 launch table, calling that a state of the art for the suite. Scores are harness-sensitive and vendor-run unless an independent lab reproduces them, so a DeepSWE lead is not the same as a win on FrontierSWE or Terminal-bench.

Related terms

AI BenchmarkSWE-benchTerminal-BenchAgent EvaluationCoding AgentChatbot Arena