30-step bench charged the one-time NCCL init + 4 model builds (present at world=4, absent at world=1) against the wall clock, understating steady-state scaling (in-loop tok/s already showed ~53k at 4 GPUs). Bump to 150 steps. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>