The same open loop on a 24 GB L4 Poisson arrivals at 0.5 to 16 requests per second on one L4 with Qwen3-8B. Dashed lines show requests completed per second, solid lines show the requests that met a first token under 1 second and a mean time per token under 100 milliseconds. FP8 serves 3.18 requests per second within the target at 4 offered. BF16 peaks at 0.96 within the target at 1 offered, and completes fewer requests as the offered rate rises past 4. 0 2 4 6 0.5 1 2 4 8 16 offered request rate, requests per second (Poisson) requests per second 5.61 served 1.62 served FP8 at 4 offered: 3.18 within target FP8 BF16 served (dashed) within target (solid) target: first token under 1000 ms and mean time per token under 100 ms, per request