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One big bill, and nobody can say which feature is driving it.
What you'll have at the end
A cost breakdown by feature, tagged on every call, that names the single biggest spender
You need
You already log a token count and a computed cost for every LLM call your product makes, even though every row looks identical no matter which feature triggered it.
Not covered
Breaking cost down by individual user or tenant, and enforcing a hard spending cap once a feature is identified, are not covered here.
See your LLM's cost, latency, and errors on one dashboard
Builds the shared call wrapper and the one-page view this recipe's per-feature ranking can sit inside.
Catch a spend spike before customers do
Turns this per-feature ranking into an early warning that fires before a full day's numbers are in.
Route your easy requests to a cheaper model
The usual fix once a feature is named as the biggest spender: send its calls to a cheaper model instead.
Checked 15 Aug 2026
Part of the LLMOps cookbook