Qwen3.8-27B and Flash-Next on consumer hardware: engine numbers I could verify, and what they cost with 2026 RAM prices

Explain Like I'm Normal

A technical deep dive into optimizing Qwen 3.8-27B on consumer hardware using new techniques like Tensor Parallelism and hybrid VRAM/CPU expert offloading. The comparison highlights why specific engines like capy-flash and SGLang outperform traditional layer-splitting methods on multi-GPU setups. It essentially maps out how to run high-parameter models at speed without an H100 budget.