Vendors · Comparison
Amazon Bedrock Provisioned Throughput vs Together AI
Side-by-side comparison of Amazon Bedrock Provisioned Throughput and Together AI for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Amazon Bedrock Provisioned Throughput
Provisioned Throughput reserves per-model capacity in Model Units (MUs), billed hourly with no-commitment, 1-month, or 6-month terms; required for serving customised models. AWS states Bedrock content is stored at rest in the Region of use and not shared with model providers. Example per-MU rates are published for some models; most quotes require an AWS account team.
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 Amazon Bedrock Provisioned Throughput is a Hyperscaler dedicated offering; Together AI is Dedicated GPU.
- Compliance Both document SOC 2 Type II and HIPAA BAA. Only Amazon Bedrock Provisioned Throughput documents SOC 3, ISO 27001, C5, FedRAMP and GDPR DPA.
- Data residency Amazon Bedrock Provisioned Throughput has a verified residency guarantee; Together AI offers no residency guarantee (verified).
- Jurisdiction Both parent companies are under US jurisdiction.
- Pricing Amazon Bedrock Provisioned Throughput: Per Model Unit (MU) per hour; no-commitment, 1-month, or 6-month terms (no 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
| Amazon Bedrock Provisioned Throughput | Together AI | |
|---|---|---|
| Category | Hyperscaler dedicated | Dedicated GPU |
| Deployment models | Provisioned throughputCustom model (provisioned) | ServerlessDedicated endpointGPU clusters |
| Regions | US, Europe, Asia-Pacific | Not verified |
| Compliance | SOC 2 Type IISOC 3ISO 27001HIPAA BAAC5FedRAMPGDPR DPA | SOC 2 Type IIHIPAA BAA |
| Pricing model | Per Model Unit (MU) per hour; no-commitment, 1-month, or 6-month terms | Per 1M tokens serverless; per GPU-hour for dedicated endpoints and clusters |
| Public pricing | No | Yes |
| Residency guarantee | Yes | No |
| Parent jurisdiction | US | US |
| Analyst note | Provisioned Throughput reserves per-model capacity in Model Units (MUs), billed hourly with no-commitment, 1-month, or 6-month terms; required for serving customised models. AWS states Bedrock content is stored at rest in the Region of use and not shared with model providers. Example per-MU rates are published for some models; most quotes require an AWS account team. | 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 Amazon Bedrock Provisioned Throughput
Both
No overlap in deployment models.
Only Together AI
Read the full profiles