Hosted platform for tracking, comparing and monitoring ML experiments and models. Um produto fechado de Comet ML.
| Ferramenta | Substituição | Estrelas | Licença | Termos | Auto-hospedado | Linguagem | Última release | Último push |
|---|---|---|---|---|---|---|---|---|
| MLflow | Substituição completa | 28k | Apache-2.0 | Código aberto | Sim | Python | v3.16.1 | 2026-10-06 |
| ClearML | Substituição completa | 6.9k | Apache-2.0 | Código aberto | Sim | Python | v2.1.12 | 2026-09-28 |
2 alternativas
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
A tracking server for runs, metrics and artefacts, with a model registry.
ClearML - Auto-Magical CI/CD to streamline your AI workload. Experiment Management, Data Management, Pipeline, Orchestration, Scheduling & Serving in one MLOps/LLMOps solution
Experiment tracking and a model registry on your own server.