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Best Cloud Inference AI Tools

40 cloud inference tools, ranked by Stork's defensibility score — a human-reviewed verdict on which ones hold up as agents commoditize the rest.

  1. 1Replicate45
  2. 2Groq API41
  3. 3AWS Llama Stack38
  4. 4OpenRouter API35
  5. 5AWS Titan Models33
  6. 6Oracle OCI OpenAI33
  7. 7Azure OpenAI Service32
  8. 8Groq Cloud OpenRouter Partner28
  9. 9Hugging Face Spaces27
  10. 10Vertex AI Model Garden26
  11. 11OpenAI Platform26
  12. 12Anyscale Private Endpoints26
  13. 13DigitalOcean26
  14. 14Slack GPT25
  15. 15Cohere on Bedrock23
  16. 16Together AI Hosted Llama23
  17. 17Anthropic Claude API21
  18. 18IBM watsonx + OpenAI21
  19. 19Snowflake Cortex OpenAI Connectors21
  20. 20IBM Granite Inference20
  21. 21AWS Bedrock Studio20
  22. 22Vertex AI Search & Conversation20
  23. 23Vertex AI Agent Builder20
  24. 24Google Vertex AI Claude20
  25. 25AWS Bedrock20
  26. 26Google Vertex Model Garden20
  27. 27Vertex AI Agents20
  28. 28Vertex AI Extensions20
  29. 29Amazon Q19
  30. 30Claude.ai Workspaces17
  31. 31Amazon Bedrock Agents for Amazon.com15
  32. 32Zapier OpenAI Actions15
  33. 33Gemini API14
  34. 34Anthropic Claude on AWS11
  35. 35Vertex AI Search & Conversation11
  36. 36Bedrock Knowledge Bases11
  37. 37Anthropic Messages API11
  38. 38Vertex AI Prompt Tuning11
  39. 39Anthropic Workbench9
  40. 40OpenAI Assistants API8

Ranked by the Stork score — human-reviewed, recomputed as model capabilities ship.

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