Where Thinking-Token Savings Fail to Become GPU Savings in Qwen3.8-27B
pr0h0•
BottleCap AI's ThinkingCap-Qwen3.8-27B cuts thinking tokens by 37.2% for only a 0.86 percentage-point accuracy loss, but this analysis shows why those token savings often fail to translate into proportional GPU cost reductions once batching, KV cache pressure, prefill/decode asymmetry, and…
qwenllm-inferencegpu-optimization