Prefill is the priority for this workload. Switch from decode-max (ncmoe 32 / ubatch 1024) to prefill-max: - n-cpu-moe 35, ubatch 3072: prefill ~1458 t/s (top tier), gen ~45.4 t/s, ~1.2 GiB headroom at the 800k pool. - Gen is independent of ubatch; ub 3072 reaches best prefill with no decode cost. Docs synced (benchmark Chosen State, deployment, specs).