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Best Data AI Tools

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

  1. 1Scale AI38
  2. 2Redis Enterprise Vector31
  3. 3LMSYS Arena Hard27
  4. 4OpenAI Evals23
  5. 5Monte Carlo AI23
  6. 6Faiss23
  7. 7pgvector23
  8. 8Soda Core + AI22
  9. 9Lakera AI Evaluations22
  10. 10Hopsworks Feature Store22
  11. 11Supabase pgvector22
  12. 12Roboflow Benchmarks22
  13. 13Labelbox AI20
  14. 14Scale Rapid Tasking20
  15. 15Labelbox Boost20
  16. 16Labelbox Boost20
  17. 17Scale Spellbook for Claude20
  18. 18HELM Benchmark19
  19. 19Chroma DB18
  20. 20Datasaur18
  21. 21SuperAnnotate17
  22. 22Redis Vector17
  23. 23Humanloop Observability17
  24. 24SuperAnnotate17
  25. 25Redis Enterprise Vector17
  26. 26LightTag15
  27. 27Great Expectations (AI docs)15
  28. 28SageMaker Feature Store15
  29. 29Meilisearch14
  30. 30Snorkel AI13
  31. 31Prodigy13
  32. 32Feast13
  33. 33Feast13
  34. 34Qdrant Cloud9
  35. 35Rockset8
  36. 36Tecton Feature Platform8
  37. 37Featureform8
  38. 38Fortify Eval Suite8
  39. 39Tecton Feature Store8
  40. 40Oracle HeatWave Vector8

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

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