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Best Serving AI Tools

40 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. 3UnoRouter42
  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. 12ZenMux28
  13. 13Respan Gateway26
  14. 14Beam26
  15. 15Text-Generation WebUI23
  16. 16SGLang Prefill Server23
  17. 17LongLLMLingua23
  18. 18Cerebrium vLLM Deployments23
  19. 19NVIDIA Triton Inference Server20
  20. 20Edgee Fallback Models20
  21. 21Kong AI Gateway20
  22. 22General Compute19
  23. 23Banana.dev18
  24. 24Anyscale Endpoints18
  25. 25Helicone LLM Gateway17
  26. 26SambaNova Inference Cloud17
  27. 27Ray Serve17
  28. 28TensorRT-LLM16
  29. 29LLM AI Router15
  30. 30Replicate Stream14
  31. 31Cerebras Batch Inference14
  32. 32TensorRT-LLM12
  33. 33PromptLayer Token Optimizer11
  34. 34AWS SageMaker Triton11
  35. 35DDS Hub11
  36. 36OctoAI Inference10
  37. 37Loft Inference Router8
  38. 38Azure ML Triton Endpoints8
  39. 39LlamaIndex Context Window Whisperer7
  40. 40vLLM Open Runtime7

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

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