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Qwen3.8-Flash-Next beat every Claude model on my API bug-fixing bench, locally on an RTX 3060

This story is from 2026-08-31. It is preserved in the archive; the latest stories are on the live feed.

The test (I call it apitest): a FastAPI todo service with 12 seeded bugs of varying weight. Silent DELETE returning 200, PUT wiping fields on update, broken pagination, two falsy-filter bugs (if completed: / if priority:), a race on a global counter, a mutable default, pydantic v1 leftovers, utcnow…

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  1. 2026-08-31 17:16 · r/LocalLLM
    Qwen3.8-Flash-Next beat every Claude model on my API bug-fixing bench, locally on an RTX 3060

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