Vendors · Comparison
Baseten vs Fireworks AI
Side-by-side comparison of Baseten and Fireworks AI for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Baseten
Dedicated deployments and an enterprise self-hosted option position Baseten for single-tenant use. No public data-residency guarantee found at review; trust centre lists subprocessors across multiple clouds.
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.
From the data
Key differences
- Category Both are Dedicated GPU offerings.
- Compliance Both document SOC 2 Type II and HIPAA BAA. Only Baseten documents SOC 3 and GDPR DPA. Only Fireworks AI documents ISO 27001.
- Data residency Neither has a verified data residency guarantee.
- Jurisdiction Both parent companies are under US jurisdiction.
- Pricing Baseten: Per 1M tokens (Model APIs); per-minute GPU/CPU instances for dedicated deployments (published pricing). Fireworks AI: Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity (published pricing).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Baseten | Fireworks AI | |
|---|---|---|
| Category | Dedicated GPU | Dedicated GPU |
| Deployment models | Dedicated deploymentSelf-hostedHybrid | ServerlessOn-demand dedicatedReserved capacity |
| Regions | US, UK, Europe, Asia-Pacific | Global, US, Europe, Asia-Pacific |
| Compliance | SOC 2 Type IISOC 3HIPAA BAAGDPR DPA | SOC 2 Type IIISO 27001HIPAA BAA |
| Pricing model | Per 1M tokens (Model APIs); per-minute GPU/CPU instances for dedicated deployments | Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity |
| Public pricing | Yes | Yes |
| Residency guarantee | Not verified | Not verified |
| Parent jurisdiction | US | US |
| Analyst note | Dedicated deployments and an enterprise self-hosted option position Baseten for single-tenant use. No public data-residency guarantee found at review; trust centre lists subprocessors across multiple clouds. | 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. |
Where they diverge
Deployment differentiation
Only Baseten
Both
No overlap in deployment models.
Only Fireworks AI
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