MTP Defaults Are a Trap: What 260 Runs Showed About Speculative Decoding on Qwen3.6

Until May 19, the llama.cpp speculative-decoding default was 16. On Qwen3.6's single MTP head, that default cost up to 75% of generation throughput. Here's where the real sweet spots are — and why they're architecture-specific.