Runtime Metrics

Runtime metrics are track anything about your models over time, from latency to error rates to prediction success rates.

The Qwak UI displays the model metrics in the Health in the in the Overview tab.

Metric	Description
Median response	The median time elapsed, in milliseconds, to inference the model in the last 5 minutes.
Error percentage	The percentage of 5XX error type of total request in the last 5 minutes.
Predication success rate	The average success inference requests per minute.
Throughput	The total amount of requests, in 1-minute long windows.
Latency	The time elapsed, in milliseconds, to inference the model. If one or more of these operations fail, this is the time to fail.
Error rate	The percentage of 5XX error type of total request in 1 aggregation of 1-minute metrics to Datadog.

Exporting Metrics to your Grafana

Qwak allows to connect to the hosted Prometheus and send metrics to Grafana.

If you wish to export the metrics to your Grafana, please contact [email protected].