One GB200, real weights, BF16 KV cache, 100K tokens of context per request, CUDA-graph replay of the model forward. Batch-1 and batch-8 decode and the 8K prefill are medians over four GPUs, one process each, since batch-1 time varies by up to 9% between processes; other shapes are one run. Excludes the LM head and sampling.