Alternatives to DataRobot
Other MLOps and model serving vendors we measure, sorted by how much they publish that DataRobot does not. This is a comparison of disclosure, not of features or fitness.
12 shown of 25 that differ from DataRobot on at least one criterion we measured for both. Public transparency score, not a product or security rating.
DataRobot has 7 gaps in what we could measure: Data processing agreement, Subprocessor list, Certifications named, Uptime SLA with a figure, No third-party tracking before consent, security.txt (RFC 9116), Notice before subprocessors change. The column “publishes and DataRobot does not” is the one that closes them.
| Vendor | Score | Publishes, and DataRobot does not | DataRobot publishes, and they do not | |
|---|---|---|---|---|
| Anyscaleanyscale.com | 61/100 | 3 Data processing agreement, Certifications named, Notice before subprocessors change | 1 Status page with history | Compare |
| H2O.aih2o.ai | 39/100 | 3 Data processing agreement, Certifications named, Notice before subprocessors change | 3 Data location stated, Status page with history, Public pricing | Compare |
| Basetenbaseten.co | 52/100 | 2 Data processing agreement, Notice before subprocessors change | 1 Data location stated | Compare |
| Modalmodal.com | 39/100 | 2 Data processing agreement, Notice before subprocessors change | 3 Data location stated, Status page with history, Named privacy contact | Compare |
| Nscalenscale.com | 39/100 | 2 Subprocessor list, Notice before subprocessors change | 3 Data location stated, Public pricing, Named privacy contact | Compare |
| Nebiusnebius.com | 30/100 | 2 Certifications named, security.txt (RFC 9116) | 2 Data location stated, Public pricing | Compare |
| Dataikudataiku.com | 26/100 | 2 Data processing agreement, security.txt (RFC 9116) | 4 Data location stated, Status page with history, Public pricing, +1 | Compare |
| Paperspacepaperspace.com | 43/100 | 1 Certifications named | 1 Named privacy contact | Compare |
| CoreWeavecoreweave.com | 35/100 | 1 Certifications named | 2 HTTPS enforced with HSTS, Named privacy contact | Compare |
| Cometcomet.com | 30/100 | 1 Certifications named | 2 Data location stated, Named privacy contact | Compare |
| Northern Datanortherndata.de | 30/100 | 1 security.txt (RFC 9116) | 2 Status page with history, Public pricing | Compare |
| ClearMLclear.ml | 22/100 | 1 security.txt (RFC 9116) | 3 Data location stated, Status page with history, Named privacy contact | Compare |
Only criteria we could measure for both are counted. Where we could measure one and not the other, the row is silent: that would be a statement about our measurement, not about either vendor. Every single result with its source is on the two profiles.