Inspecting Model Pipeline Bottlenecks and Test Performance

Elementary provides tools to identify model pipeline bottlenecks by tracking failures, execution times, and performance trends to help optimize heavy models and manage costs. Its test performance dashboard serves as a command center, monitoring fail rates and identifying flaky tests. Users can analyze changes, adjust configurations, and monitor execution times. Automated backend monitors run independently, so their runtime isn't shown. These insights support better data SLAs, cost efficiency, and pipeline improvements.