Pickbench
Sample report

AI Brand Chart: Electric toothbrushes, latest edition 2026-w42

4 AI models, 52 buying scenarios, edition 2026-w42, data as of October 16, 2026.

Brand names only: the models saw each option as a brand name, with no product facts, and answered from their own knowledge.

Fast panel: the fast or small current models of each vendor, not the full flagship panel.

beta: intervals not small-sample calibrated

Tiers, not strict ranks

How to read this

A position is only the order of the estimates, and arrows show how that order moved since the last edition: brands in one tier cannot be told apart from its leader at 95% confidence, and each rank is an interval. Rails show the conditional pick share (among answers that picked a brand) in shortlists of 4 (chance is 25%).

Changed beyond noise: for this brand alone, the 95% interval of its share change excludes 0. Lineup or panel changes between editions can cause it too, and it is never a rank claim.

Display order since the last edition, not strict ranks. Moves without a badge are within the margin.

Changed beyond noise: for this brand alone, the 95% interval of its share change excludes 0. Lineup or panel changes between editions can cause it too, and it is never a rank claim.
  1. 1NewPhilips SonicareTier 1, rank 1 to 3New on the chart in this edition.63% (51%–74%)1 week
  2. 2NewOral-BTier 1, rank 1 to 5New on the chart in this edition.52% (39%–65%)1 week
  3. 3NewquipTier 1, rank 1 to 6New on the chart in this edition.42% (31%–54%)1 week
  4. 4NewOcleanTier 2, rank 2 to 9New on the chart in this edition.29% (20%–40%)1 week
  5. 5NewSURITier 2, rank 2 to 9New on the chart in this edition.28% (19%–39%)1 week
  6. 6NewLaifenTier 2, rank 4 to 11New on the chart in this edition.16% (8%–27%)1 week
  7. 7NewAquaSonicTier 2, rank 4 to 11New on the chart in this edition.15% (9%–25%)1 week
  8. 8NewSpinbrushTier 2, rank 3 to 11New on the chart in this edition.11% (3%–24%)1 week
  9. 9NewBitvaeTier 2, rank 4 to 11New on the chart in this edition.9% (3%–17%)1 week
  10. 10NewWaterpikTier 3, rank 6 to 11New on the chart in this edition.6% (2%–13%)1 week
  11. 11NewBURSTTier 3, rank 6 to 11New on the chart in this edition.5% (1%–11%)1 week