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How a $0.02/Call Model Scored 78.2% on SWE-bench Verified — Beating Every Model on the Leaderboard

by Hoyin kyoma

TL;DR We added architectural context to AI coding agents via MCP and tested on SWE-bench...

Benchmark

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I know the feeling. You watched the Opus 5.5 launch notes drop on September 22, saw "1M context,...

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Look at the model releases from October alone: DeepSeek V4.1 Flash, MiniMax M3.1 Flash, Kimi K3.1...

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Research references Mohanty, S. P., Hughes, D. P., & Salathé, M. (2016). Using Deep...

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