Scaleway Generative APIs

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

Fireworks AI

Fast, affordable open-source LLM inference API for production AI applications

Excellent

23/25

Fireworks AI

Caution

10/25

Score Breakdown

DimensionScaleway Generative APIsFireworks AI

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.

Fireworks AI: US-only data centres. No EU data residency available. Personal data inference requires GDPR SCCs and transfer impact assessment.

5/5

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

1/5

US-only data centres. No EU data residency available. Personal data inference requires GDPR SCCs and transfer impact assessment.

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.

Fireworks AI: California incorporation, subject to US law and CLOUD Act. GDPR DPA available for enterprise customers. No EU legal structure.

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.

2/5

California incorporation, subject to US law and CLOUD Act. GDPR DPA available for enterprise customers. No EU legal structure.

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.

Fireworks AI: Inference data not used for shared model training per privacy policy. Minimal logging for API requests. Reasonable baseline for a developer-focused inference API.

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 data not used for shared model training per privacy policy. Minimal logging for API requests. Reasonable baseline for a developer-focused inference API.

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.

Fireworks AI: No published ISO 27001 or SOC 2 Type II certifications as of early 2026. Early-stage company with self-attested security posture. Not yet suitable for enterprise regulated-industry procurement.

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.

1/5

No published ISO 27001 or SOC 2 Type II certifications as of early 2026. Early-stage company with self-attested security posture. Not yet suitable for enterprise regulated-industry procurement.

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.

Fireworks AI: Suitable for development, prototyping, and non-personal-data inference workloads. US jurisdiction and lack of certifications make it unsuitable for regulated EU industries without significant additional controls.

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.

2/5

Suitable for development, prototyping, and non-personal-data inference workloads. US jurisdiction and lack of certifications make it unsuitable for regulated EU industries without significant additional controls.

Total Score

23/25

10/25

Best For

Scaleway Generative APIs

Best for privacy-conscious teams who need strong data retention controls.

Fireworks AI

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; enterprises requiring SSO integration.

Detailed Comparison

Fireworks AI vs Scaleway Generative APIs: Trust & Compliance Comparison

Fireworks AI (Fireworks AI, US) scores 10/25 overall with a Review Required (Caution) trust badge. Fast, affordable open-source LLM inference API for production AI applications. 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 1/5.

●Fireworks AI (1/5): US-only data centres. No EU data residency available. Personal data inference requires GDPR SCCs and transfer impact assessment.

●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 2/5.

●Fireworks AI (2/5): California incorporation, subject to US law and CLOUD Act. GDPR DPA available for enterprise customers. No EU legal structure.

●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.

●Fireworks AI (4/5): Inference data not used for shared model training per privacy policy. Minimal logging for API requests. Reasonable baseline for a developer-focused inference API.

●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 1/5.

●Fireworks AI (1/5): No published ISO 27001 or SOC 2 Type II certifications as of early 2026. Early-stage company with self-attested security posture. Not yet suitable for enterprise regulated-industry procurement.

●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 2/5.

●Fireworks AI (2/5): Suitable for development, prototyping, and non-personal-data inference workloads. US jurisdiction and lack of certifications make it unsuitable for regulated EU industries without significant additional controls.

●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	Fireworks AI	Scaleway Generative APIs
ISO 27001	No	Yes
ISO 27017	No	Yes
ISO 27018	No	Yes
SOC 2 Type II	No	Yes

Overall Verdict

Scaleway Generative APIs has a clear trust advantage, scoring 23/25 compared to Fireworks AI's 10/25. 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 Fireworks AI?

Scaleway Generative APIs has a TrustKit score of 23/25 while Fireworks AI scores 10/25. Scaleway Generative APIs currently rates higher across data residency, legal jurisdiction, data retention, certifications, and regulatory fit.

How do Scaleway Generative APIs and Fireworks AI 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 Fireworks AI scores 1/5 (US-only data centres. No EU data residency available. Personal data inference requires GDPR SCCs and transfer impact assessment.).

Are Scaleway Generative APIs and Fireworks AI GDPR compliant?

Both tools are assessed across five compliance dimensions. Scaleway Generative APIs has a regulatory fit score of 5/5 and Fireworks AI scores 2/5. Check the full comparison above for a detailed breakdown.

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Scaleway Generative APIs