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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. 21General Compute19
  22. 22Banana.dev18
  23. 23Anyscale Endpoints18
  24. 24Helicone LLM Gateway17
  25. 25SambaNova Inference Cloud17
  26. 26TensorRT-LLM16
  27. 27LLM AI Router15
  28. 28Replicate Stream14
  29. 29Cerebras Batch Inference14
  30. 30TensorRT-LLM12
  31. 31PromptLayer Token Optimizer11
  32. 32AWS SageMaker Triton11
  33. 33DDS Hub11
  34. 34OctoAI Inference10
  35. 35Loft Inference Router8
  36. 36Azure ML Triton Endpoints8
  37. 37LlamaIndex Context Window Whisperer7
  38. 38vLLM Open Runtime7
  39. 39Lightning AI Text Gen Server7
  40. 40OpenAI Token Compression5

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

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