Vendors · Comparison
CoreWeave vs Fireworks AI
Side-by-side comparison of CoreWeave and Fireworks AI for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
CoreWeave
Security page states every CKS node is single-tenant; CKS runs Kubernetes directly on bare-metal nodes without a hypervisor. SOC 2 Type II scope covers Bare Metal and CKS. Trust centre shows ISO 27001/27017/27018 badges but the security page uses "aligned with" wording, so ISO 27001 is excluded (https://www.coreweave.com/security). Terms name CoreWeave, Inc. under New York law.
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. Only CoreWeave documents GDPR DPA. Only Fireworks AI documents ISO 27001 and HIPAA BAA.
- Data residency Neither has a verified data residency guarantee.
- Jurisdiction Both parent companies are under US jurisdiction.
- Pricing CoreWeave: Per-GPU-hour on-demand and spot; reserved capacity at up to 60% discount (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
| CoreWeave | Fireworks AI | |
|---|---|---|
| Category | Dedicated GPU | Dedicated GPU |
| Deployment models | Bare metalManaged KubernetesOn-demandSpotReserved capacity | ServerlessOn-demand dedicatedReserved capacity |
| Regions | US, UK, Europe | Global, US, Europe, Asia-Pacific |
| Compliance | SOC 2 Type IIGDPR DPA | SOC 2 Type IIISO 27001HIPAA BAA |
| Pricing model | Per-GPU-hour on-demand and spot; reserved capacity at up to 60% discount | 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 | Security page states every CKS node is single-tenant; CKS runs Kubernetes directly on bare-metal nodes without a hypervisor. SOC 2 Type II scope covers Bare Metal and CKS. Trust centre shows ISO 27001/27017/27018 badges but the security page uses "aligned with" wording, so ISO 27001 is excluded (https://www.coreweave.com/security). Terms name CoreWeave, Inc. under New York law. | 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 CoreWeave
Both
Only Fireworks AI
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