MLflow vs Weights & Biases

MLflow is an open-source, self-hosted platform best for teams wanting full control and cost efficiency, while Weights & Biases is a managed cloud-native solution with superior collaboration features and a larger ecosystem of integrations. MLflow costs $0 upfront but requires infrastructure investment, whereas W&B offers a freemium model with premium cloud hosting.