SaaS Ranking

Status page with history in MLOps and model serving

A status page without past incidents tells you nothing about reliability.

5 of 11 vendors we measured here publish it, that is 45%. Last checked 2026-09-02.

45% here against 29% across every category we measure. MLOps and model serving sits above the overall share for this criterion.

Back to Status page with history across all categories, or to MLOps and model serving.

Published

A public status page with incident history.

VendorWhat we found
Baseten https://status.baseten.co/
BentoML https://status.bentoml.com/
Comet https://status.comet.com/
CoreWeave https://status.coreweave.com/
DataRobot https://status.datarobot.com/

No public status page found.

We reached at least one address for each of these vendors and none of them carried it. That is what we found at the addresses we checked, on the date we checked them, and not a statement about what the vendor has.

VendorWhat we found
Anyscale 3 addresses checked
ClearML 3 addresses checked
Evidently 3 addresses checked
Flyte 3 addresses checked
Genesis Cloud 3 addresses checked
Iterative 3 addresses checked

Not measured

We could not look at these, or their robots.txt asks us not to. That says something about our measurement, not about them, and they are left out of the percentage above.

VendorWhat we found
Kedro None of the addresses could be reached, so this was not measured.

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