Vendors · Comparison
Amazon Bedrock Provisioned Throughput vs Baseten
Side-by-side comparison of Amazon Bedrock Provisioned Throughput and Baseten 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.
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.
From the data
Key differences
- Category Amazon Bedrock Provisioned Throughput is a Hyperscaler dedicated offering; Baseten is Dedicated GPU.
- Compliance Both document SOC 2 Type II, SOC 3, HIPAA BAA and GDPR DPA. Only Amazon Bedrock Provisioned Throughput documents ISO 27001, C5 and FedRAMP.
- Data residency Amazon Bedrock Provisioned Throughput has a verified residency guarantee; Baseten's residency guarantee is not 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). Baseten: Per 1M tokens (Model APIs); per-minute GPU/CPU instances for dedicated deployments (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 | Baseten | |
|---|---|---|
| Category | Hyperscaler dedicated | Dedicated GPU |
| Deployment models | Provisioned throughputCustom model (provisioned) | Dedicated deploymentSelf-hostedHybrid |
| Regions | US, Europe, Asia-Pacific | US, UK, Europe, Asia-Pacific |
| Compliance | SOC 2 Type IISOC 3ISO 27001HIPAA BAAC5FedRAMPGDPR DPA | SOC 2 Type IISOC 3HIPAA BAAGDPR DPA |
| Pricing model | Per Model Unit (MU) per hour; no-commitment, 1-month, or 6-month terms | Per 1M tokens (Model APIs); per-minute GPU/CPU instances for dedicated deployments |
| Public pricing | No | Yes |
| Residency guarantee | Yes | Not verified |
| 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 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. |
Where they diverge
Deployment differentiation
Only Amazon Bedrock Provisioned Throughput
Both
No overlap in deployment models.
Only Baseten
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