Vendors · Comparison
Hugging Face Inference Endpoints vs Scaleway
Side-by-side comparison of Hugging Face Inference Endpoints and Scaleway for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Hugging Face Inference Endpoints
Deploys Hub models on managed instances across AWS, Azure, and GCP with public, protected, or private (intra-region AWS/Azure PrivateLink) access. Vendor docs state SOC 2 Type 2 certification and a GDPR DPA via Enterprise Hub subscription, and that payloads are not stored (logs kept 30 days). Privacy policy: data may be stored in the US.
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.
From the data
Key differences
- Category Hugging Face Inference Endpoints is a Managed self-host offering; Scaleway is EU sovereign.
- Compliance Both document GDPR DPA. Only Hugging Face Inference Endpoints documents SOC 2 Type II. Only Scaleway documents ISO 27001.
- Data residency Hugging Face Inference Endpoints's residency guarantee is not verified; Scaleway has a verified residency guarantee.
- Jurisdiction Parent jurisdiction: Hugging Face Inference Endpoints US, Scaleway FR.
- Pricing Hugging Face Inference Endpoints: Per instance-hour (CPU, GPU, and accelerator instances); dedicated inference from $0.033/hour (published pricing). Scaleway: Per-hour dedicated GPU (Managed Inference); per token (Generative APIs) (published pricing).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Hugging Face Inference Endpoints | Scaleway | |
|---|---|---|
| Category | Managed self-host | EU sovereign |
| Deployment models | Dedicated endpointsPublic endpointProtected endpointPrivate endpoint (PrivateLink) | Serverless APIDedicated GPU inference |
| Regions | US, Europe | Europe |
| Compliance | SOC 2 Type IIGDPR DPA | ISO 27001GDPR DPA |
| Pricing model | Per instance-hour (CPU, GPU, and accelerator instances); dedicated inference from $0.033/hour | Per-hour dedicated GPU (Managed Inference); per token (Generative APIs) |
| Public pricing | Yes | Yes |
| Residency guarantee | Not verified | Yes |
| Parent jurisdiction | US | FR |
| Analyst note | Deploys Hub models on managed instances across AWS, Azure, and GCP with public, protected, or private (intra-region AWS/Azure PrivateLink) access. Vendor docs state SOC 2 Type 2 certification and a GDPR DPA via Enterprise Hub subscription, and that payloads are not stored (logs kept 30 days). Privacy policy: data may be stored in the US. | 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. |
Where they diverge
Deployment differentiation
Only Hugging Face Inference Endpoints
Both
No overlap in deployment models.
Only Scaleway
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