Beginnerapi_requests
Calculate API Error Rate by Route
Use SQL to rank API routes by 5xx error rate while protecting the result from low-volume noise.
See SQL and resultIntermediateapi_requests
Calculate p50, p95, and p99 API Latency
Compare median and tail latency by endpoint with DataFusion-compatible percentile SQL.
See SQL and resultIntermediateapi_requests
Calculate API Error-Budget Burn Rate
Turn hourly request failures into an SLO burn-rate series that shows how quickly the allowed error budget is being consumed.
See SQL and resultIntermediateapi_requests
Compare API Reliability by Release
Compare traffic, 5xx rate, and p95 latency across application releases without attributing every post-deploy change to the deploy.
See SQL and resultBeginnerapi_requests
Rank Error Fingerprints by Customer Impact
Rank normalized application errors by occurrences and affected accounts instead of letting one retry loop dominate the incident view.
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.