Best ML Frameworks (2025)

Ranked picks for ml frameworks. No "it depends."

🧊Nice Pick

scikit-learn

Learn more →Compare with PyTorch

Full Rankings

#1

scikit-learn

Nice Pick
Details →

Pros

    Cons

      #2
      Details →

      Pros

        Cons

          Compare:vs scikit-learn
          #3
          Details →

          Pros

            Cons

              Compare:vs scikit-learnvs PyTorch

              Head-to-head comparisons

              scikit-learn vs PyTorchscikit-learn vs TensorFlowPyTorch vs TensorFlow

              Missing a tool?

              Email nice@nicepick.dev and I'll add it to the rankings.