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Vendors · Comparison

Civo vs Databricks Model Serving

Side-by-side comparison of Civo and Databricks Model Serving for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.

Civo

Civo Limited is UK-registered (Companies House 09568551); its sole person with significant control is a UK-resident individual, with no foreign parent. Dedicated single-tenant GPU uses VFIO passthrough. The UK Sovereign Cloud page states data stays in the UK under UK law only, contrasting the US CLOUD Act.

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.

From the data

Key differences

  • Category Civo is a UK sovereign offering; Databricks Model Serving is Managed self-host.
  • Compliance Both document ISO 27001 and SOC 2 Type II. Only Databricks Model Serving documents HIPAA BAA, FedRAMP and GDPR DPA.
  • Data residency Civo has a verified residency guarantee; Databricks Model Serving's residency guarantee is not verified.
  • Jurisdiction Parent jurisdiction: Civo UK, Databricks Model Serving US.
  • Pricing Civo: Per-GPU-hour on demand, lower rates on 6-36 month commitments (published 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).

Generated from the verified vendor data below; sources and dates on each vendor profile.

Side by side

Capabilities compared

Civo Databricks Model Serving
Category UK sovereign Managed self-host
Deployment models Bare metalManaged KubernetesDedicated GPU inference Custom model servingProvisioned throughputPay-per-token endpoints
Regions UK US, Europe, Asia-Pacific
Compliance ISO 27001SOC 2 Type II SOC 2 Type IIISO 27001HIPAA BAAFedRAMPGDPR DPA
Pricing model Per-GPU-hour on demand, lower rates on 6-36 month commitments Per DBU per hour by GPU instance size (e.g. A10G 20 DBU/hour); per-token Foundation Model APIs
Public pricing Yes Yes
Residency guarantee Yes Not verified
Parent jurisdiction UK US
Analyst note Civo Limited is UK-registered (Companies House 09568551); its sole person with significant control is a UK-resident individual, with no foreign parent. Dedicated single-tenant GPU uses VFIO passthrough. The UK Sovereign Cloud page states data stays in the UK under UK law only, contrasting the US CLOUD Act. 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.

Where they diverge

Deployment differentiation

Only Civo

Bare metalManaged KubernetesDedicated GPU inference

Both

No overlap in deployment models.

Only Databricks Model Serving

Custom model servingProvisioned throughputPay-per-token endpoints

Read the full profiles