Vendors · Comparison
Azure OpenAI Provisioned Throughput (PTU) vs NVIDIA NIM
Side-by-side comparison of Azure OpenAI Provisioned Throughput (PTU) and NVIDIA NIM for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
Azure OpenAI Provisioned Throughput (PTU)
Provisioned throughput is now a Microsoft Foundry (formerly Azure AI Foundry) deployment type billed hourly per PTU, with 1-month or 1-year Azure Reservations. Global, Data Zone (US/EU), and Regional options set where prompts are processed; stored data stays in the customer-designated geography. FedRAMP scope names Azure OpenAI; SOC 2, ISO 27001, and C5 attest the Azure platform.
NVIDIA NIM
NIM containers self-host GPU-accelerated inference microservices for pretrained and customized models; production use is licensed via NVIDIA AI Enterprise. Dedicated endpoints are available through partners including Hugging Face; DGX Cloud pricing is via private marketplace offers. AI Trust Center lists ISO 27001; SOC 2 type not specified. Cloud Services DPA includes SCCs.
From the data
Key differences
- Category Azure OpenAI Provisioned Throughput (PTU) is a Hyperscaler dedicated offering; NVIDIA NIM is Managed self-host.
- Compliance Both document ISO 27001 and GDPR DPA. Only Azure OpenAI Provisioned Throughput (PTU) documents SOC 2 Type II, C5, FedRAMP and HIPAA BAA.
- Data residency Azure OpenAI Provisioned Throughput (PTU) has a verified residency guarantee; NVIDIA NIM's residency guarantee is not verified.
- Jurisdiction Both parent companies are under US jurisdiction.
- Pricing Azure OpenAI Provisioned Throughput (PTU): Per PTU per hour; Azure Reservations discount with 1-month or 1-year terms (published pricing). NVIDIA NIM: NVIDIA AI Enterprise per GPU ($4,500/GPU/year self-managed; $1/GPU/hour in cloud marketplaces plus CSP instance costs) (published pricing).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| Azure OpenAI Provisioned Throughput (PTU) | NVIDIA NIM | |
|---|---|---|
| Category | Hyperscaler dedicated | Managed self-host |
| Deployment models | Global provisionedData-zone provisionedRegional provisioned | Self-hosted containersDedicated endpointsNVIDIA-hosted APIDGX Cloud |
| Regions | Global, US, Europe | Not verified |
| Compliance | SOC 2 Type IIISO 27001C5FedRAMPHIPAA BAAGDPR DPA | ISO 27001GDPR DPA |
| Pricing model | Per PTU per hour; Azure Reservations discount with 1-month or 1-year terms | NVIDIA AI Enterprise per GPU ($4,500/GPU/year self-managed; $1/GPU/hour in cloud marketplaces plus CSP instance costs) |
| Public pricing | Yes | Yes |
| Residency guarantee | Yes | Not verified |
| Parent jurisdiction | US | US |
| Analyst note | Provisioned throughput is now a Microsoft Foundry (formerly Azure AI Foundry) deployment type billed hourly per PTU, with 1-month or 1-year Azure Reservations. Global, Data Zone (US/EU), and Regional options set where prompts are processed; stored data stays in the customer-designated geography. FedRAMP scope names Azure OpenAI; SOC 2, ISO 27001, and C5 attest the Azure platform. | NIM containers self-host GPU-accelerated inference microservices for pretrained and customized models; production use is licensed via NVIDIA AI Enterprise. Dedicated endpoints are available through partners including Hugging Face; DGX Cloud pricing is via private marketplace offers. AI Trust Center lists ISO 27001; SOC 2 type not specified. Cloud Services DPA includes SCCs. |
Where they diverge
Deployment differentiation
Only Azure OpenAI Provisioned Throughput (PTU)
Both
No overlap in deployment models.
Only NVIDIA NIM
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