Vendors · Comparison
Fireworks AI vs Together AI
Side-by-side comparison of Fireworks AI and Together AI 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.
Together AI
Dedicated endpoints are explicitly single-tenant GPU instances with public per-hour pricing. Terms of service make no geographic storage commitment, so residency guarantee is recorded as none.
From the data
Key differences
- Category Both are Dedicated GPU offerings.
- Compliance Both document SOC 2 Type II and HIPAA BAA. Only Fireworks AI documents ISO 27001.
- Data residency Fireworks AI's residency guarantee is not verified; Together AI offers no residency guarantee (verified).
- Jurisdiction Both parent companies are under US jurisdiction.
- Pricing Fireworks AI: Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity (published pricing). Together AI: Per 1M tokens serverless; per GPU-hour for dedicated endpoints and clusters (published pricing).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Fireworks AI | Together AI | |
|---|---|---|
| Category | Dedicated GPU | Dedicated GPU |
| Deployment models | ServerlessOn-demand dedicatedReserved capacity | ServerlessDedicated endpointGPU clusters |
| Regions | Global, US, Europe, Asia-Pacific | Not verified |
| Compliance | SOC 2 Type IIISO 27001HIPAA BAA | SOC 2 Type IIHIPAA BAA |
| Pricing model | Per 1M tokens (serverless); per-GPU-second on-demand deployments; reserved capacity | Per 1M tokens serverless; per GPU-hour for dedicated endpoints and clusters |
| Public pricing | Yes | Yes |
| Residency guarantee | Not verified | No |
| Parent jurisdiction | US | US |
| 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. | Dedicated endpoints are explicitly single-tenant GPU instances with public per-hour pricing. Terms of service make no geographic storage commitment, so residency guarantee is recorded as none. |
Where they diverge
Deployment differentiation
Only Fireworks AI
Both
Only Together AI
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