Vendors · Comparison
NVIDIA NIM vs Vertex AI Provisioned Throughput
Side-by-side comparison of NVIDIA NIM and Vertex AI Provisioned Throughput for single-tenant LLM hosting. Deployment options, compliance, pricing, and operational fit compared.
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.
Vertex AI Provisioned Throughput
Provisioned Throughput reserves Gemini and partner-model capacity in generative AI scale units (GSUs) on fixed-cost terms, including 1-week options for select models. Google Cloud docs now brand the platform Gemini Enterprise Agent Platform. Vertex AI Platform appears in Google's SOC 1/2/3 and ISO 27001 scope; public GSU price list not verified at review.
From the data
Key differences
- Category NVIDIA NIM is a Managed self-host offering; Vertex AI Provisioned Throughput is Hyperscaler dedicated.
- Compliance Both document ISO 27001 and GDPR DPA. Only Vertex AI Provisioned Throughput documents SOC 2 Type II and SOC 3.
- Data residency Neither has a verified data residency guarantee.
- Jurisdiction Both parent companies are under US jurisdiction.
- 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). Vertex AI Provisioned Throughput: Per GSU (generative AI scale unit) fixed-cost term; 1-week terms for select models (publication not verified).
Generated from the verified vendor data below; sources and dates on each vendor profile.
Side by side
Capabilities compared
| NVIDIA NIM | Vertex AI Provisioned Throughput | |
|---|---|---|
| Category | Managed self-host | Hyperscaler dedicated |
| Deployment models | Self-hosted containersDedicated endpointsNVIDIA-hosted APIDGX Cloud | Provisioned throughputSingle-zone provisioned throughput |
| Regions | Not verified | US, Europe, Asia-Pacific |
| Compliance | ISO 27001GDPR DPA | SOC 2 Type IISOC 3ISO 27001GDPR DPA |
| Pricing model | NVIDIA AI Enterprise per GPU ($4,500/GPU/year self-managed; $1/GPU/hour in cloud marketplaces plus CSP instance costs) | Per GSU (generative AI scale unit) fixed-cost term; 1-week terms for select models |
| Public pricing | Yes | Not verified |
| Residency guarantee | Not verified | Not verified |
| Parent jurisdiction | US | US |
| Analyst note | 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. | Provisioned Throughput reserves Gemini and partner-model capacity in generative AI scale units (GSUs) on fixed-cost terms, including 1-week options for select models. Google Cloud docs now brand the platform Gemini Enterprise Agent Platform. Vertex AI Platform appears in Google's SOC 1/2/3 and ISO 27001 scope; public GSU price list not verified at review. |
Where they diverge
Deployment differentiation
Only NVIDIA NIM
Both
No overlap in deployment models.
Only Vertex AI Provisioned Throughput
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