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User compares local models and Claude on 9 real bugs, and a local Qwen3.8-Flash-Next comes close to Haiku

Instead of measuring speed, an r/LocalLLaMA user tested models on 9 real, private bugs, running the local ones on two RTX 5070 Ti cards. On his scoreboard, Claude Opus 5.5 scored 0.74, Sonnet 5.5 scored 0.58, Qwen3.8-Flash-Next in NVFP4 scored 0.50 (0.48 in 3 bits), Haiku 5.5 scored 0.47, Qwen3.8-27B in 3 bits scored 0.39 and Gemma 4 26B-A4B only 0.07. Scores were given by Opus 5 as judge, and the author himself warns that the margin of error is about 0.2, so the sample is small.