{"model":"deepseek-4.1-flash","title":"Hourly #9 - c1 leads the published ecosystem","status":"positive","summary":"TP8xPP1 c1 ~100-103 tok/s (measured, best-of-N) vs shi3z 8x A100 sm80 52 tok/s and zebgop-ops 4xCMP170HX PP4 16.7 tok/s (both author-reported). Clock-lock is a no-op (CMP clamps); moe_backend=triton fails on MXFP4/SM80; DSpark k=5 pinned by checkpoint. Remaining c1 headroom is kernel-level.","occurred_at":"2026-09-11T22:14:00Z","config":{"serving":"TP8xPP1, DSpark k=5, fp8_ds_mla, 1M ctx","engine":"local/vllm-dsv41:sm80 @ dsv41-feat@e47aa780"},"benchmarks":[{"metric":"c1_decode_tok_s","value":101,"unit":"tok/s","context":"TP8xPP1, best-of-N, shallow context (100-103)"}]}