Best LLM Inference Providers

Vendor profileChecked Nov 8, 2026

DeepInfra

DeepInfra · deepinfra.com · Last checked:

  • Serverless per-token API
  • Dedicated GPU deployments
  • Bring-your-own-model (custom LLMs)

Company status

Active, privately held.

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Capabilities

  • Serverless API for open-weight text, embedding, reranker, speech, and image models billed per token or per unit
  • OpenAI-compatible chat completions API (change base URL and model name)
  • Custom LLMs: deploy your own model on dedicated GPUs and pay for uptime
  • Data policy: inputs are not stored to disk during inference and outputs are not stored; no training on inputs (exceptions listed for some third-party proprietary models and bulk APIs)
  • Priority and flex service tiers for some models

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Who it tends to fit

  • Teams wanting a broad open-weight catalog on a per-token API
  • Teams that later need a private deployment of their own model on dedicated GPUs

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Pricing

Published per-token pricing on https://deepinfra.com/pricing (per 1M input and output tokens by model, with cached-input rates where offered); custom LLM deployments billed for GPU uptime.

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Published certifications

Listed as stated by the vendor. Scope can differ by product or subsidiary; request current reports.

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Limitations to check

  • Trust Center lists GDPR as in progress
  • Data handling differs for some third-party proprietary models and bulk inference APIs; read the data page for the model you use
  • Region choice is not documented on the pages checked

Sources 1, 2, 3, 4, 5 · checked 2026-11-08

Sources

  1. Pricing page: per-1M-token model prices; custom LLMs on dedicated GPUs billed for uptimedeepinfra.com/pricingChecked 2026-11-08
  2. Data privacy: input not stored to disk, output not stored; sections for Google models, Anthropic models, and bulk inference APIsdeepinfra.com/docs/dataChecked 2026-11-08
  3. OpenAI-compatible chat completions APIdeepinfra.com/docs/openai_apiChecked 2026-11-08
  4. Trust Center: SOC 2 compliant, ISO 27001 compliant, HIPAA compliant, GDPR in progresstrust.deepinfra.comChecked 2026-11-08
  5. Custom LLMs documentation for deploying private modelsdeepinfra.com/docs/advanced/custom_llmsChecked 2026-11-08

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