Vendors · Comparison
Databricks Model Serving vs OVHcloud
Side-by-side comparison of Databricks Model Serving and OVHcloud for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Databricks Model Serving
Mosaic AI Model Serving deploys custom MLflow models and fine-tuned foundation models on Databricks-managed serverless compute; provisioned throughput allocates dedicated inference capacity. Trust pages list ISO 27001:2022 (including AWS single-tenant), SOC 2 Type II report on request, HIPAA options, FedRAMP Moderate/High; a standard BAA is published. DPA with SCCs published. Databricks, Inc. is headquartered in San Francisco.
OVHcloud
AI Endpoints is a serverless per-token API (40+ models) with zero data retention beyond billing data; AI Deploy runs customer containers and models. Certifications page lists SecNumCloud (ANSSI), BSI C5, ISO 27001 and GDPR compliance. Parent OVH Groupe SA is registered in Lille, France. No explicit AI-product data-residency guarantee found at review.
From the data
Key differences
- Category Databricks Model Serving is a Managed self-host offering; OVHcloud is EU sovereign.
- Compliance Both document ISO 27001 and GDPR DPA. Only Databricks Model Serving documents SOC 2 Type II, HIPAA BAA and FedRAMP. Only OVHcloud documents C5 and SecNumCloud.
- Data residency Neither has a verified data residency guarantee.
- Jurisdiction Parent jurisdiction: Databricks Model Serving US, OVHcloud FR.
- Pricing Databricks Model Serving: Per DBU per hour by GPU instance size (e.g. A10G 20 DBU/hour); per-token Foundation Model APIs (published pricing). OVHcloud: Per 1M tokens (AI Endpoints, input/output priced separately) (published pricing).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Databricks Model Serving | OVHcloud | |
|---|---|---|
| Category | Managed self-host | EU sovereign |
| Deployment models | Custom model servingProvisioned throughputPay-per-token endpoints | Serverless APIManaged model deployment |
| Regions | US, Europe, Asia-Pacific | Europe |
| Compliance | SOC 2 Type IIISO 27001HIPAA BAAFedRAMPGDPR DPA | ISO 27001C5SecNumCloudGDPR DPA |
| Pricing model | Per DBU per hour by GPU instance size (e.g. A10G 20 DBU/hour); per-token Foundation Model APIs | Per 1M tokens (AI Endpoints, input/output priced separately) |
| Public pricing | Yes | Yes |
| Residency guarantee | Not verified | Not verified |
| Parent jurisdiction | US | FR |
| Analyst note | Mosaic AI Model Serving deploys custom MLflow models and fine-tuned foundation models on Databricks-managed serverless compute; provisioned throughput allocates dedicated inference capacity. Trust pages list ISO 27001:2022 (including AWS single-tenant), SOC 2 Type II report on request, HIPAA options, FedRAMP Moderate/High; a standard BAA is published. DPA with SCCs published. Databricks, Inc. is headquartered in San Francisco. | AI Endpoints is a serverless per-token API (40+ models) with zero data retention beyond billing data; AI Deploy runs customer containers and models. Certifications page lists SecNumCloud (ANSSI), BSI C5, ISO 27001 and GDPR compliance. Parent OVH Groupe SA is registered in Lille, France. No explicit AI-product data-residency guarantee found at review. |
Where they diverge
Deployment differentiation
Only Databricks Model Serving
Both
No overlap in deployment models.
Only OVHcloud
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