Scaleway Generative APIs

EU-sovereign managed LLM inference from France's developer-first cloud provider

Hugging Face Inference

World's largest open-model hub with managed inference endpoints for any model

Excellent

23/25

Hugging Face Inference

Strong

17/25

Score Breakdown

DimensionScaleway Generative APIsHugging Face Inference

Data Residency

Where is your data stored and processed?

Scaleway Generative APIs: All inference processed in French data centres (Paris region). Maximum EU data sovereignty. French cloud, French law, French infrastructure.

Hugging Face Inference: Inference Endpoints support EU data centre regions (AWS, Azure, GCP EU zones). Model inference can be kept within the EU for enterprise customers. Free shared inference API uses US infrastructure. Score reflects Inference Endpoints product.

5/5

All inference processed in French data centres (Paris region). Maximum EU data sovereignty. French cloud, French law, French infrastructure.

4/5

Inference Endpoints support EU data centre regions (AWS, Azure, GCP EU zones). Model inference can be kept within the EU for enterprise customers. Free shared inference API uses US infrastructure. Score reflects Inference Endpoints product.

Legal Jurisdiction

Which laws govern the company and your data?

Scaleway Generative APIs: French SAS under French law. GDPR applies as corporate law. Iliad Group is a French parent company. No US entity, no CLOUD Act. GAIA-X participant and committed to EU cloud sovereignty principles.

Hugging Face Inference: US incorporation (Delaware) means CLOUD Act applies despite EU data residency options. GDPR DPA available for enterprise customers. EU-US Data Privacy Framework participation. Jurisdiction risk is mitigated but not eliminated by EU data centre options.

5/5

French SAS under French law. GDPR applies as corporate law. Iliad Group is a French parent company. No US entity, no CLOUD Act. GAIA-X participant and committed to EU cloud sovereignty principles.

3/5

US incorporation (Delaware) means CLOUD Act applies despite EU data residency options. GDPR DPA available for enterprise customers. EU-US Data Privacy Framework participation. Jurisdiction risk is mitigated but not eliminated by EU data centre options.

Data Retention & Training

Is your data used for model training?

Scaleway Generative APIs: Inference data not used for shared model training. Per-project data isolation. GDPR-compliant data processing with configurable retention for enterprise accounts.

Hugging Face Inference: Inference Endpoints: request data stays in the customer's isolated endpoint; not used for shared model training. Hub: public model and dataset uploads are public by default. Enterprise DPA provides configurable retention controls.

4/5

Inference data not used for shared model training. Per-project data isolation. GDPR-compliant data processing with configurable retention for enterprise accounts.

4/5

Inference Endpoints: request data stays in the customer's isolated endpoint; not used for shared model training. Hub: public model and dataset uploads are public by default. Enterprise DPA provides configurable retention controls.

Certifications

ISO 27001, SOC 2, Cyber Essentials, etc.

Scaleway Generative APIs: Scaleway holds ISO 27001, ISO 27017, ISO 27018, and SOC 2 Type II certifications across its cloud platform. Strong certification portfolio for a European cloud provider. HDS certification may be relevant for healthcare use cases—verify availability for Generative APIs product specifically.

Hugging Face Inference: Holds SOC 2 Type II certification. ISO 27001 in progress. Strong certifications trajectory for a company of its size and stage. Enterprise customers benefit from cloud provider security certifications (AWS, Azure, GCP) for endpoint infrastructure.

4/5

Scaleway holds ISO 27001, ISO 27017, ISO 27018, and SOC 2 Type II certifications across its cloud platform. Strong certification portfolio for a European cloud provider. HDS certification may be relevant for healthcare use cases—verify availability for Generative APIs product specifically.

3/5

Holds SOC 2 Type II certification. ISO 27001 in progress. Strong certifications trajectory for a company of its size and stage. Enterprise customers benefit from cloud provider security certifications (AWS, Azure, GCP) for endpoint infrastructure.

Regulatory Fit

Suitability for regulated industries and professional services

Scaleway Generative APIs: Excellent fit for European developers and businesses requiring EU-sovereign LLM inference. French jurisdiction, strong certifications, and GDPR-native posture make this one of the best choices for compliance-conscious EU organisations building AI applications.

Hugging Face Inference: Good fit for EU enterprises using Inference Endpoints with EU data centre regions. US jurisdiction and developing certification portfolio mean additional due diligence is required for strictly regulated industries. One of the better US-based options for EU-sovereign open-source inference.

5/5

Excellent fit for European developers and businesses requiring EU-sovereign LLM inference. French jurisdiction, strong certifications, and GDPR-native posture make this one of the best choices for compliance-conscious EU organisations building AI applications.

3/5

Good fit for EU enterprises using Inference Endpoints with EU data centre regions. US jurisdiction and developing certification portfolio mean additional due diligence is required for strictly regulated industries. One of the better US-based options for EU-sovereign open-source inference.

Total Score

23/25

17/25

Best For

Scaleway Generative APIs

Best for privacy-conscious teams who need strong data retention controls; organisations that need self-hosted or on-premise deployment; teams on a tight budget.

Hugging Face Inference

Best for EU-headquartered organisations needing maximum data sovereignty; organisations requiring broad certification coverage (ISO 27001, ISO 27017, ISO 27018); regulated industries (CNIL, BaFin); privacy-conscious teams who need strong data retention controls; teams on a tight budget.

Detailed Comparison

Hugging Face Inference vs Scaleway Generative APIs: Trust & Compliance Comparison

Hugging Face Inference (Hugging Face, US) scores 17/25 overall with a Silver (Strong) trust badge. World's largest open-model hub with managed inference endpoints for any model. Scaleway Generative APIs (Scaleway, FR) scores 23/25 with a Gold (Excellent) trust badge. EU-sovereign managed LLM inference from France's developer-first cloud provider.

Dimension-by-Dimension Breakdown

#### Data Residency

Scaleway Generative APIs leads with 5/5 vs 4/5.

●Hugging Face Inference (4/5): Inference Endpoints support EU data centre regions (AWS, Azure, GCP EU zones). Model inference can be kept within the EU for enterprise customers. Free shared inference API uses US infrastructure. Score reflects Inference Endpoints product.

●Scaleway Generative APIs (5/5): All inference processed in French data centres (Paris region). Maximum EU data sovereignty. French cloud, French law, French infrastructure.

#### Legal Jurisdiction

Scaleway Generative APIs leads with 5/5 vs 3/5.

●Hugging Face Inference (3/5): US incorporation (Delaware) means CLOUD Act applies despite EU data residency options. GDPR DPA available for enterprise customers. EU-US Data Privacy Framework participation. Jurisdiction risk is mitigated but not eliminated by EU data centre options.

●Scaleway Generative APIs (5/5): French SAS under French law. GDPR applies as corporate law. Iliad Group is a French parent company. No US entity, no CLOUD Act. GAIA-X participant and committed to EU cloud sovereignty principles.

#### Data Retention & Training

Both score equally at 4/5.

●Hugging Face Inference (4/5): Inference Endpoints: request data stays in the customer's isolated endpoint; not used for shared model training. Hub: public model and dataset uploads are public by default. Enterprise DPA provides configurable retention controls.

●Scaleway Generative APIs (4/5): Inference data not used for shared model training. Per-project data isolation. GDPR-compliant data processing with configurable retention for enterprise accounts.

#### Certifications

Scaleway Generative APIs leads with 4/5 vs 3/5.

●Hugging Face Inference (3/5): Holds SOC 2 Type II certification. ISO 27001 in progress. Strong certifications trajectory for a company of its size and stage. Enterprise customers benefit from cloud provider security certifications (AWS, Azure, GCP) for endpoint infrastructure.

●Scaleway Generative APIs (4/5): Scaleway holds ISO 27001, ISO 27017, ISO 27018, and SOC 2 Type II certifications across its cloud platform. Strong certification portfolio for a European cloud provider. HDS certification may be relevant for healthcare use cases—verify availability for Generative APIs product specifically.

#### Regulatory Fit

Scaleway Generative APIs leads with 5/5 vs 3/5.

●Hugging Face Inference (3/5): Good fit for EU enterprises using Inference Endpoints with EU data centre regions. US jurisdiction and developing certification portfolio mean additional due diligence is required for strictly regulated industries. One of the better US-based options for EU-sovereign open-source inference.

●Scaleway Generative APIs (5/5): Excellent fit for European developers and businesses requiring EU-sovereign LLM inference. French jurisdiction, strong certifications, and GDPR-native posture make this one of the best choices for compliance-conscious EU organisations building AI applications.

Certifications at a Glance

Certification	Hugging Face Inference	Scaleway Generative APIs
ISO 27001	No	Yes
ISO 27017	No	Yes
ISO 27018	No	Yes
SOC 2 Type II	Yes	Yes

Overall Verdict

Scaleway Generative APIs has a clear trust advantage, scoring 23/25 compared to Hugging Face Inference's 17/25. Scaleway Generative APIs particularly excels in data residency, legal jurisdiction, certifications, regulatory fit.

Frequently Asked Questions

Which is better for EU compliance, Scaleway Generative APIs or Hugging Face Inference?

Scaleway Generative APIs has a TrustKit score of 23/25 while Hugging Face Inference scores 17/25. Scaleway Generative APIs currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Scaleway Generative APIs and Hugging Face Inference compare on data residency?

Scaleway Generative APIs scores 5/5 for data residency (All inference processed in French data centres (Paris region). Maximum EU data sovereignty. French cloud, French law, French infrastructure.), while Hugging Face Inference scores 4/5 (Inference Endpoints support EU data centre regions (AWS, Azure, GCP EU zones). Model inference can be kept within the EU for enterprise customers. Free shared inference API uses US infrastructure. Score reflects Inference Endpoints product.).

Are Scaleway Generative APIs and Hugging Face Inference GDPR compliant?

Both tools are assessed across five compliance dimensions. Scaleway Generative APIs has a regulatory fit score of 5/5 and Hugging Face Inference scores 3/5. Check the full comparison above for a detailed breakdown.

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Scaleway Generative APIs

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Hugging Face Inference

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