Pickbench
Sample report

AI Brand Chart: Password managers, edition 2026-w42

3 AI models, 42 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.

  1. 1New1PasswordTier 1, rank 1 to 5New on the chart in this edition.62% (48%–75%)1 week
  2. 2NewBitwardenTier 1, rank 1 to 5New on the chart in this edition.59% (43%–74%)1 week
  3. 3NewKeeperTier 1, rank 1 to 10New on the chart in this edition.30% (17%–45%)1 week
  4. 4NewProton PassTier 1, rank 1 to 10New on the chart in this edition.25% (12%–40%)1 week
  5. 5NewDashlaneTier 1, rank 1 to 10New on the chart in this edition.25% (13%–38%)1 week
  6. 6NewRoboFormTier 2, rank 3 to 10New on the chart in this edition.21% (10%–35%)1 week
  7. 7NewEnpassTier 2, rank 3 to 10New on the chart in this edition.11% (2%–25%)1 week
  8. 8NewZoho VaultTier 2, rank 3 to 10New on the chart in this edition.11% (3%–22%)1 week
  9. 9NewLastPassTier 2, rank 3 to 10New on the chart in this edition.3% (0%–12%)1 week
  10. 10NewNordPassTier 2, rank 3 to 10New on the chart in this edition.3% (0%–8%)1 week