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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. 5OpenRouter35
  6. 6AWS Titan Models33
  7. 7Oracle OCI OpenAI33
  8. 8Azure OpenAI Service32
  9. 9Groq Cloud OpenRouter Partner28
  10. 10Hugging Face Spaces27
  11. 11Vertex AI Model Garden26
  12. 12OpenAI Platform26
  13. 13Anyscale Private Endpoints26
  14. 14Slack GPT25
  15. 15Together AI23
  16. 16Cohere on Bedrock23
  17. 17Together AI Hosted Llama23
  18. 18Amazon Bedrock Claude23
  19. 19Anthropic Claude API21
  20. 20IBM watsonx + OpenAI21
  21. 21Snowflake Cortex OpenAI Connectors21
  22. 22IBM Granite Inference20
  23. 23AWS Bedrock Studio20
  24. 24Vertex AI Search & Conversation20
  25. 25Vertex AI Agent Builder20
  26. 26Google Vertex AI Claude20
  27. 27AWS Bedrock20
  28. 28Google Vertex Model Garden20
  29. 29Vertex AI Agents20
  30. 30Vertex AI Extensions20
  31. 31Amazon Q19
  32. 32Claude.ai Workspaces17
  33. 33Amazon Bedrock Agents for Amazon.com15
  34. 34Zapier OpenAI Actions15
  35. 35Anthropic Claude 3 API13
  36. 36Anthropic Claude on AWS11
  37. 37Vertex AI Search & Conversation11
  38. 38Bedrock Knowledge Bases11
  39. 39Anthropic Messages API11
  40. 40Vertex AI Prompt Tuning11

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

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