Flakiness heatmaps and historical failure charts are fantastic for visualization. They make it obvious where instability clusters - by test suite, environment, or release version.
Comparing CI results to local runs helps narrow down whether it’s the infrastructure or the test itself. Use that insight to prioritize the highest-impact fixes first.