Comet
7.9#1 in model registry softwareFrom $19 a monthFree planWebAPILinuxmacOS
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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.
Kubeflow Notebooks suits AI, ML, and data teams working in Kubernetes who need configurable notebook environments and optional GPU requests.