The buyer's resource for single-tenant AI infrastructure
Issue 01 · The Buyer's Brief
Independent comparisons of single-tenant LLM hosting vendors — for compliance officers, engineering leaders, and procurement teams shipping AI inside boundaries that matter.
Why this exists
Single-tenant LLM hosting is a real product category, but the buyer side of the market is poorly served. Vendor pages oversell. Analyst reports lag the technology. Reddit threads are rumour. This site exists to fill the gap — an independent, regularly-updated buyer's resource for teams that need to deploy LLMs inside compliance, sovereignty, or operational boundaries.
Featured Vendors
Production-grade inference platform with first-class single-tenant deployments
Inference platform offering first-class single-tenant deployments, observability, and compliance posture for production AI workloads.
Deployment
Compliance
Serverless Python with first-class GPU support
Serverless GPU compute with a Python-first developer experience. Strong for ML engineering teams who want infrastructure-as-code.
Deployment
Compliance
Pay-per-second GPU cloud with serverless and persistent options
Commodity GPU cloud with per-second pricing, popular for cost-conscious AI/ML teams who don't need full managed inference tooling.
Deployment
Compliance
Open-source model platform with dedicated endpoints for high-volume workloads
Open-source LLM platform with shared API, dedicated endpoints, and single-tenant options. Strong cost economics at scale.
Deployment
Compliance
Latest Analysis
guide
A definitional guide to single-tenant LLM hosting — what it is, why it matters now, and which deployment models actually qualify.
29 Apr 2026