Comet
7.9#1 in model registry softwareFrom $19 a monthFree planWebAPILinuxmacOS
VisitComet vs MLflow Model Registry
MLflow Model Registry
6.2#9 in model registry softwareFree planFree planWebAPILinuxSelf-hosted
VisitWhat both publish
| Fact | Comet | MLflow Model Registry |
|---|---|---|
| Integrations | Comet advertises integrations with more than 40 AI frameworks, model providers, and gateways, including PyTorch, TensorFlow, Keras, scikit-learn, XGBoost, Hugging Face, LangChain, and OpenAI. | MLflow says it integrates with 100+ tools, including LangChain, OpenAI, and PyTorch, and supports Python, TypeScript/JavaScript, Java, R, and OpenTelemetry. |
Comet plans
- Open SourceFree
- Opik Free CloudFree
- Opik Open SourceFree
- MLOps FreeFree
- Free CloudFree
- Pro Cloud$19 a month
MLflow Model Registry plans
- Open SourceFree
Pick Comet if…
Opik is aimed at teams building applications or agents that make LLM calls. Comet describes MLOps as suited to teams building and training machine-learning models.
Pick MLflow Model Registry if…
The registry suits solo data scientists as well as large machine-learning platform teams. It is relevant to teams that need model versioning, lineage, or deployment workflows.