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Independent scoring · Partners always labelled

Every AI tool, scored on evidence

We score against a published rubric and show our working. Scores start from evidence we can point at, and rise as the people who actually use a tool rate it. Commercial partners are placed first and marked Our pick; no commercial relationship changes a score.

  • 629Tools listed
  • 618Scored
  • 113Open source
  • 23Categories

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Tools marked Our pick are commercial partners: we earn a commission if you subscribe through our link, and we place them first. Scores are produced by our published rubric and are not affected by any commercial relationship.

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Top of each bucket by our score, with commercial partners () placed first and marked. Scores come from our published rubric and are not affected by any commercial relationship.

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New tools, price changes we caught, and what actually shipped. No sponsored picks.