Straightforward integration to your own automation and platform. The experiment tracking component is probably best in class. I should know - I once helped to build it. Nowadays, as a user, I am constantly faced with a similar workflow: 1) we need to do X -> 2) Let's see how ClearML tackles it -> 3) Oh yeah, that will work and scale nicely -> 4) Build using the sdk 5) Done. Move on. The support is adequate and responsive, and there is a decent frequency of videos to help with onboarding and feature discovery.

As the name itself reflects as clearMl which means providing clearity related to Machine Learning which is booming in 21st century since 2016. This product is providing knowledge related ML.

ClearML stands out with its configured features and extensive customization options. It requires commitment. It proves its value by implementing the desired design. The, on premises version is dependable although the initial setup process can be involved. The integration with ML tools seamlessly. The support and online community are exceptional. ClearML consistently adds capabilities further enhancing its performance.