Real NVFP4 weights, 8× GB200 over two nodes (pure TP8), FlashInfer TRTLLM attention and MoE, BF16 KV, ~100K-token context. CUDA-graph replay; max over ranks of per-rank mean, mean of 10 samples. Excludes logits and sampling.