MTP benchmark results: task type determines speculative inference speedups or slowdowns

MTP benchmark results: the nature of the generative task dictates whether you will benefit (coding) or get slower inference (creative) from speculative inference. No other factor comes close.

A Reddit LocalLLaMA user ran 300+ tests on Qwen 3.6 27B MTP quants, finding coding draft acceptance at 79-89% and F16 coding speed up 171%, while Q4_K_M creative writing slowed down 9%.

Why it matters: HKR-H/K/R all pass: this is a single Reddit experiment, not a market event, but 300+ Qwen 3.6 27B MTP quantization tests give practical numbers for local inference tuning.