Vendors · Comparison
Scaleway vs Vertex AI Provisioned Throughput
Side-by-side comparison of Scaleway and Vertex AI Provisioned Throughput for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Scaleway
Managed Inference runs models on dedicated GPUs at fixed hourly rates (e.g. Llama 3.1-8b at 0.93 EUR/hour) inside a VPC; prompts and responses are stated as stored only in Europe. Scaleway SAS is registered in Paris, France (legal notice). Security page says the SecNumCloud qualification process was entered in January 2025; not yet listed as qualified.
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 Scaleway is a EU sovereign offering; Vertex AI Provisioned Throughput is Hyperscaler dedicated.
- Compliance Both document ISO 27001 and GDPR DPA. Only Vertex AI Provisioned Throughput documents SOC 2 Type II and SOC 3.
- Data residency Scaleway has a verified residency guarantee; Vertex AI Provisioned Throughput's residency guarantee is not verified.
- Jurisdiction Parent jurisdiction: Scaleway FR, Vertex AI Provisioned Throughput US.
- Pricing Scaleway: Per-hour dedicated GPU (Managed Inference); per token (Generative APIs) (published pricing). 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
| Scaleway | Vertex AI Provisioned Throughput | |
|---|---|---|
| Category | EU sovereign | Hyperscaler dedicated |
| Deployment models | Serverless APIDedicated GPU inference | Provisioned throughputSingle-zone provisioned throughput |
| Regions | Europe | US, Europe, Asia-Pacific |
| Compliance | ISO 27001GDPR DPA | SOC 2 Type IISOC 3ISO 27001GDPR DPA |
| Pricing model | Per-hour dedicated GPU (Managed Inference); per token (Generative APIs) | Per GSU (generative AI scale unit) fixed-cost term; 1-week terms for select models |
| Public pricing | Yes | Not verified |
| Residency guarantee | Yes | Not verified |
| Parent jurisdiction | FR | US |
| Analyst note | Managed Inference runs models on dedicated GPUs at fixed hourly rates (e.g. Llama 3.1-8b at 0.93 EUR/hour) inside a VPC; prompts and responses are stated as stored only in Europe. Scaleway SAS is registered in Paris, France (legal notice). Security page says the SecNumCloud qualification process was entered in January 2025; not yet listed as qualified. | 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 Scaleway
Both
No overlap in deployment models.
Only Vertex AI Provisioned Throughput
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