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Best Serving AI Tools

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

  1. 1Google Vertex AI48
  2. 2Modal Serverless GPU45
  3. 3Modal39
  4. 4Baseten GPU Serving38
  5. 5Portkey AI Gateway35
  6. 6reAPI33
  7. 7NVIDIA TensorRT Cloud32
  8. 8KoboldAI31
  9. 9Run:ai Inference29
  10. 10SageMaker Large Model Inference29
  11. 11Vertex AI Triton29
  12. 12Text-Generation WebUI23
  13. 13SGLang Prefill Server23
  14. 14LongLLMLingua23
  15. 15Cerebrium vLLM Deployments23
  16. 16NVIDIA Triton Inference Server20
  17. 17Banana.dev18
  18. 18Anyscale Endpoints18
  19. 19Helicone LLM Gateway17
  20. 20SambaNova Inference Cloud17
  21. 21TensorRT-LLM16
  22. 22Replicate Stream14
  23. 23Cerebras Batch Inference14
  24. 24CoreWeave14
  25. 25OpenAI GPT Router13
  26. 26TensorRT-LLM12
  27. 27PromptLayer Token Optimizer11
  28. 28AWS SageMaker Triton11
  29. 29OctoAI Inference10
  30. 30Loft Inference Router8
  31. 31Azure ML Triton Endpoints8
  32. 32LlamaIndex Context Window Whisperer7
  33. 33vLLM Runtime7
  34. 34vLLM Open Runtime7
  35. 35Lightning AI Text Gen Server7
  36. 36OpenAI Token Compression5
  37. 37Hugging Face Text Generation Inference5
  38. 38GPT4All5

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

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