Transparency alternatives to Lightning AI
Other MLOps and model serving vendors we measure, sorted by how much we found at them and not at Lightning AI. This is a comparison of disclosure, not of features or fitness.
12 shown of 34 that differ from Lightning AI on at least one criterion we measured for both. Public transparency score, not a product or security rating.
Lightning AI has 5 gaps in what we could measure: Data processing agreement, Certifications named, Uptime SLA with a figure, No third-party tracking before consent, security.txt (RFC 9116). The column “Found there, not found at Lightning AI” is the one that closes them.
| Vendor | Score | Found there, not found at Lightning AI | Found at Lightning AI, not found there | |
|---|---|---|---|---|
| H2O.aih2o.aiSee also Transparency alternatives to H2O.ai | 57/100 | 3 Data processing agreement, Certifications named, security.txt (RFC 9116) | 3 Subprocessor list, Status page with history, Public pricing | Compare |
| RunPodrunpod.ioSee also Transparency alternatives to RunPod | 52/100 | 3 Data processing agreement, Certifications named, security.txt (RFC 9116) | 3 Subprocessor list, Data location stated, Status page with history | Compare |
| Superwisesuperwise.aiSee also Transparency alternatives to Superwise | 65/100 | 2 Certifications named, security.txt (RFC 9116) | 1 Status page with history | Compare |
| Anyscaleanyscale.comSee also Transparency alternatives to Anyscale | 61/100 | 2 Data processing agreement, Certifications named | 2 Subprocessor list, Status page with history | Compare |
| Nscalenscale.comSee also Transparency alternatives to Nscale | 52/100 | 2 Certifications named, security.txt (RFC 9116) | 3 Public pricing, Notice before subprocessors change, Named privacy contact | Compare |
| Vast.aivast.aiSee also Transparency alternatives to Vast.ai | 52/100 | 2 Data processing agreement, Certifications named | 3 Subprocessor list, Status page with history, Notice before subprocessors change | Compare |
| Nebiusnebius.comSee also Transparency alternatives to Nebius | 43/100 | 2 Certifications named, security.txt (RFC 9116) | 3 Subprocessor list, Public pricing, Notice before subprocessors change | Compare |
| Unionunion.aiSee also Transparency alternatives to Union | 39/100 | 2 Certifications named, Uptime SLA with a figure | 4 Subprocessor list, Status page with history, Notice before subprocessors change, +1 | Compare |
| Dataikudataiku.comSee also Transparency alternatives to Dataiku | 26/100 | 2 Data processing agreement, security.txt (RFC 9116) | 6 Subprocessor list, Data location stated, Status page with history, +3 | Compare |
| Basetenbaseten.coSee also Transparency alternatives to Baseten | 43/100 | 1 Data processing agreement | 3 Subprocessor list, Data location stated, Status page with history | Compare |
| Paperspacepaperspace.comSee also Transparency alternatives to Paperspace | 43/100 | 1 Certifications named | 3 Subprocessor list, Notice before subprocessors change, Named privacy contact | Compare |
| Modalmodal.comSee also Transparency alternatives to Modal | 39/100 | 1 Data processing agreement | 4 Subprocessor list, Data location stated, Status page with history, +1 | 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.