Local quant bake-off: 129GB Qwen3.8 Flash scores 25/25, beats 390GB DeepSeek V4.1

whiteh4cker · reddit · 2026-10-23

A Reddit user benchmarked local quants: Qwen3.8-Flash-Next W4A16-FP8PLE (129GB) vs their own 2.6-bit DeepSeek-V4.1-Flash-1017 (187GB + 203GB Engram). Using a modified BenchKit, DeepSeek scored 23/25 while Qwen hit a perfect 25/25. Notable cases: DeepSeek doom-looped for 128s on HumanEval #22 and timed out at 298s on #24, while Qwen answered correctly in 18.8s and 34.5s. Small sample, but the takeaway for local deployment: a smaller high-quality quant can beat an ultra-low-bit large model.

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