Pickbench
Sample report

AI Brand Chart: Air fryers, latest edition 2026-w42

5 AI models, 53 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. 1NewNinjaTier 1, rank 1 to 3New on the chart in this edition.68% (58%–77%)1 week
  2. 2NewBrevilleTier 1, rank 1 to 4New on the chart in this edition.61% (49%–73%)1 week
  3. 3NewCosoriTier 1, rank 1 to 5New on the chart in this edition.56% (45%–66%)1 week
  4. 4NewInstantTier 2, rank 2 to 5New on the chart in this edition.32% (23%–42%)1 week
  5. 5NewCuisinartTier 2, rank 3 to 7New on the chart in this edition.30% (19%–42%)1 week
  6. 6NewDashTier 3, rank 5 to 11New on the chart in this edition.6% (2%–15%)1 week
  7. 7NewT-falTier 3, rank 6 to 11New on the chart in this edition.6% (3%–11%)1 week
  8. 8NewGourmiaTier 3, rank 5 to 11New on the chart in this edition.6% (1%–15%)1 week
  9. 9NewHamilton BeachTier 3, rank 6 to 11New on the chart in this edition.3% (0%–11%)1 week
  10. 10NewChefmanTier 3, rank 6 to 11New on the chart in this edition.3% (0%–12%)1 week
  11. 11NewOsterTier 3, rank 6 to 11New on the chart in this edition.3% (0%–8%)1 week