The best alternatives to UMU are Evidently AI, 360Learning, and Motion. If these 3 options don't work for you, we've listed a few more alternatives below.
Evidently helps evaluate, test and monitor your AI-powered products. From ML-based classifiers to LLM chatbots and agents. Built on top of the leading open-source library with over 20 million downloads: https://github.com/evidentlyai/evidently
360Learning is the easiest way to create, ship & improve courses together. Our Collaborative Learning platform enables peer learning for top performing teams: onboard new employees, train sales teams on a new product, or develop the next generation of leaders.