Six Billion Requests Later: What a Full Year of LLM Serving Actually Looks Like
This story is from 2026-09-15. It is preserved in the archive; the latest stories are on the live feed.
Most of what we "know" about LLM serving workloads comes from snapshots. An hour here, a week there, a handful of models, usually sampled and anonymized until the interesting parts are gone. That is fine for a quick sanity check, but it is a shaky foundation if you are trying to plan capacity, tune…
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- 2026-09-15 14:13 · DEV Community — AI
Six Billion Requests Later: What a Full Year of LLM Serving Actually Looks Like