Pickbench
Sample report

AI Brand Chart: Password managers, latest edition 2026-w43

5 AI models, 48 buying scenarios, edition 2026-w43, data as of October 25, 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.

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.

  1. 1NewBitwardenTier 1, rank 1 to 4New on the chart in this edition.59% (46%–73%)1 week
  2. 2New1PasswordTier 1, rank 1 to 3New on the chart in this edition.57% (44%–69%)1 week
  3. 3NewKeeperTier 1, rank 2 to 10New on the chart in this edition.28% (15%–42%)1 week
  4. 4NewProton PassTier 1, rank 1 to 10New on the chart in this edition.27% (15%–41%)1 week
  5. 5NewDashlaneTier 2, rank 3 to 10New on the chart in this edition.20% (10%–32%)1 week
  6. 6NewRoboFormTier 2, rank 3 to 10New on the chart in this edition.18% (7%–33%)1 week
  7. 7NewEnpassTier 2, rank 3 to 10New on the chart in this edition.15% (4%–29%)1 week
  8. 8NewZoho VaultTier 2, rank 3 to 10New on the chart in this edition.10% (4%–20%)1 week
  9. 9NewNordPassTier 2, rank 3 to 10New on the chart in this edition.8% (2%–18%)1 week
  10. 10NewLastPassTier 2, rank 3 to 10New on the chart in this edition.7% (2%–15%)1 week