Vendors · Comparison
Nebius vs Vertex AI Provisioned Throughput
Side-by-side comparison of Nebius and Vertex AI Provisioned Throughput for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Nebius
Token Factory offers shared or single-tenant endpoints with optional regional deployment in EU or US data centers (Finland, France, US). Contracting entity Nebius B.V. is a Dutch company governed by Netherlands law. Trust center lists HIPAA alongside SOC 2 Type II; no explicit BAA statement found at review. Per-token price list requires account sign-in.
Vertex AI Provisioned Throughput
Provisioned Throughput reserves Gemini and partner-model capacity in generative AI scale units (GSUs) on fixed-cost terms, including 1-week options for select models. Google Cloud docs now brand the platform Gemini Enterprise Agent Platform. Vertex AI Platform appears in Google's SOC 1/2/3 and ISO 27001 scope; public GSU price list not verified at review.
From the data
Key differences
- Category Nebius is a EU sovereign offering; Vertex AI Provisioned Throughput is Hyperscaler dedicated.
- Compliance Both document SOC 2 Type II, SOC 3, ISO 27001 and GDPR DPA.
- Data residency Neither has a verified data residency guarantee.
- Jurisdiction Parent jurisdiction: Nebius NL, Vertex AI Provisioned Throughput US.
- Pricing Nebius: Per 1M input/output tokens; shared and dedicated endpoint tiers (publication not verified). Vertex AI Provisioned Throughput: Per GSU (generative AI scale unit) fixed-cost term; 1-week terms for select models (publication not verified).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Nebius | Vertex AI Provisioned Throughput | |
|---|---|---|
| Category | EU sovereign | Hyperscaler dedicated |
| Deployment models | Serverless APIDedicated endpoints | Provisioned throughputSingle-zone provisioned throughput |
| Regions | Europe, US | US, Europe, Asia-Pacific |
| Compliance | SOC 2 Type IISOC 3ISO 27001GDPR DPA | SOC 2 Type IISOC 3ISO 27001GDPR DPA |
| Pricing model | Per 1M input/output tokens; shared and dedicated endpoint tiers | Per GSU (generative AI scale unit) fixed-cost term; 1-week terms for select models |
| Public pricing | Not verified | Not verified |
| Residency guarantee | Not verified | Not verified |
| Parent jurisdiction | NL | US |
| Analyst note | Token Factory offers shared or single-tenant endpoints with optional regional deployment in EU or US data centers (Finland, France, US). Contracting entity Nebius B.V. is a Dutch company governed by Netherlands law. Trust center lists HIPAA alongside SOC 2 Type II; no explicit BAA statement found at review. Per-token price list requires account sign-in. | Provisioned Throughput reserves Gemini and partner-model capacity in generative AI scale units (GSUs) on fixed-cost terms, including 1-week options for select models. Google Cloud docs now brand the platform Gemini Enterprise Agent Platform. Vertex AI Platform appears in Google's SOC 1/2/3 and ISO 27001 scope; public GSU price list not verified at review. |
Where they diverge
Deployment differentiation
Only Nebius
Both
No overlap in deployment models.
Only Vertex AI Provisioned Throughput
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