Why it matters

Capacity tests feed planning models. Wrong capacity = over-spend or outages.

Advertisement

The architecture

Ramp to SLO breach.

Record max QPS per instance.

Feed capacity model.

LLM capacity testingRamp to SLOincrease until breachRecord maxQPS per GPUFeed planningcapacity modelRepeat quarterly and after model/hardware changes; feed spreadsheet
LLM capacity testing.
Advertisement

How it works end to end

Ramp to SLO breach.

Record per instance capacity.

Refresh quarterly.