SaaS Ranking

security.txt (RFC 9116) in MLOps and model serving

It tells a researcher where to report a vulnerability instead of guessing.

10 of 36 companies we measured here publish it, that is 28%. Last checked 2026-10-17.

28% here against 11% across every category we measure. MLOps and model serving sits above the overall share for this criterion.

This page counts companies, not product entries: a company with two products in this category is one company here and two rows below.

Back to security.txt (RFC 9116) across all categories, or to MLOps and model serving.

The evidence at a glance
  • Found10
  • Not found at checked addresses26
  • Not measured1

37 companies in total. Unmeasured companies are excluded from the published share.

Published

Served at /.well-known/security.txt.

VendorWhat we found
ClearML https://clear.ml/.well-known/security.txtChecked
Dataiku https://www.dataiku.com/.well-known/security.txtChecked
Lambda https://lambdalabs.com/.well-known/security.txtChecked
Mistral AI https://mistral.ai/.well-known/security.txtChecked
Nebius https://nebius.com/.well-known/security.txtChecked
Northern Data https://northerndata.de/.well-known/security.txtChecked
Nscale https://nscale.com/.well-known/security.txtChecked
RunPod https://runpod.io/.well-known/security.txtChecked
Superwise https://superwise.ai/.well-known/security.txtChecked
Together AI https://together.ai/.well-known/security.txtChecked
No security.txt 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 1 address checkedChecked
Baseten 1 address checkedChecked
Comet 1 address checkedChecked
CoreWeave 1 address checkedChecked
DataChain 1 address checkedChecked
DataRobot 1 address checkedChecked
Domino 1 address checkedChecked
Evidently 1 address checkedChecked
Fireworks AI 1 address checkedChecked
Flyte 1 address checkedChecked
Genesis Cloud 1 address checkedChecked
H2O.ai 1 address checkedChecked
Kedro 1 address checkedChecked
Lightning AI 1 address checkedChecked
Metaflow 1 address checkedChecked
Modal 1 address checkedChecked
Paperspace 1 address checkedChecked
Replicate 1 address checkedChecked
Seldon 1 address checkedChecked
StackIt 1 address checkedChecked
Union 1 address checkedChecked
Valohai 1 address checkedChecked
Vast.ai 1 address checkedChecked
Wallaroo 1 address checkedChecked
Weights & Biases 1 address checkedChecked
ZenML 1 address checkedChecked
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
BentoML The vendor’s server blocked or rate-limited our crawler, so this was not measured.Checked

Other criteria in MLOps and model serving

security.txt (RFC 9116) in related categories

Found something we missed? Tell us. A correction moves that vendor into our next nightly run. That run reads the same fixed addresses we check for every vendor, not the address you send.