DeepInfra exposes its models through developer-friendly APIs, supporting a wide range of model categories and families (language models, image models, and others). Authentication and request formatting follow standard API conventions, making integration straightforward. Per-token billing applies to language models (e.g., from $0.06/1M input tokens), while other model types are billed per execution time — both under a pure pay-as-you-go model with no contracts. Enterprises or teams requiring isolated compute can provision a DeepCluster dedicated GPU cluster. The platform's infrastructure is hosted in US-based data centers on DeepInfra's own inference-optimized hardware, and it maintains a zero data retention policy alongside SOC 2 and ISO 27001 compliance to meet enterprise security requirements.