What Inference-Platform Benchmark Posts Leave Out
DCGM stops at host-level GPU counters. Kernel-side eBPF adds the per-rank, per-tenant signals platform writeups never publish. TL;DR Cloudflare’s recent post on hosting Kimi K2.5 and Llama 4 Scout opens with p90 Time-to-First-Token graphs and a round of throughput numbers. The piece is candid about the engineering work behind the gains. Like most inference-platform writeups, it is also structured around the metrics a hosting company can show externally. Three dimensions that matter o...
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