Beginnerllm_requests
Calculate LLM Cost by Feature and Model
Attribute model spend, tokens, request volume, and cost per request to product features.
See SQL and resultIntermediatellm_requests
Measure Accepted AI Outputs per Dollar
Connect model spend to accepted, saved, or otherwise useful product outcomes.
See SQL and resultIntermediatellm_requests
Measure LLM Cache Savings and Retry Cost
Compare cached requests, retry volume, and estimated spend by model to find avoidable AI cost.
See SQL and resultAdapt the event contract before the threshold
Keep the analysis pattern, but validate table names, field types, business definitions, time windows, and minimum-volume rules against your own events.