Vendors · Comparison
Fireworks AI vs Scaleway
Side-by-side comparison of Fireworks AI and Scaleway for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Fireworks AI
On-demand deployments run on dedicated GPUs with region selection (US, Europe, APAC). No public data-residency guarantee found at review; the privacy policy states servers are in the US with SCCs for cross-border transfers. ISO 27701/42001 also claimed in vendor docs.
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 Fireworks AI is a Dedicated GPU offering; Scaleway is EU sovereign.
- Compliance Both document ISO 27001. Only Fireworks AI documents SOC 2 Type II and HIPAA BAA. Only Scaleway documents GDPR DPA.
- Data residency Fireworks AI's residency guarantee is not verified; Scaleway has a verified residency guarantee.
- Jurisdiction Parent jurisdiction: Fireworks AI US, Scaleway FR.
- Pricing Fireworks AI: Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity (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
| Fireworks AI | Scaleway | |
|---|---|---|
| Category | Dedicated GPU | EU sovereign |
| Deployment models | ServerlessOn-demand dedicatedReserved capacity | Serverless APIDedicated GPU inference |
| Regions | Global, US, Europe, Asia-Pacific | Europe |
| Compliance | SOC 2 Type IIISO 27001HIPAA BAA | ISO 27001GDPR DPA |
| Pricing model | Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity | 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 | On-demand deployments run on dedicated GPUs with region selection (US, Europe, APAC). No public data-residency guarantee found at review; the privacy policy states servers are in the US with SCCs for cross-border transfers. ISO 27701/42001 also claimed in vendor docs. | 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 Fireworks AI
Both
No overlap in deployment models.
Only Scaleway
Read the full profiles