Pickbench
Sample report

AI Brand Chart: Stand mixers, 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. 1NewKitchenAidTier 1, rank 1 to 2New on the chart in this edition.70% (59%–79%)1 week
  2. 2NewAnkarsrumTier 1, rank 1 to 5New on the chart in this edition.57% (46%–68%)1 week
  3. 3NewBoschTier 2, rank 2 to 5New on the chart in this edition.35% (26%–46%)1 week
  4. 4NewKenwoodTier 2, rank 2 to 6New on the chart in this edition.32% (22%–42%)1 week
  5. 5NewBrevilleTier 2, rank 2 to 6New on the chart in this edition.30% (20%–40%)1 week
  6. 6NewCuisinartTier 3, rank 4 to 10New on the chart in this edition.9% (4%–17%)1 week
  7. 7NewNutriMillTier 3, rank 6 to 10New on the chart in this edition.8% (4%–15%)1 week
  8. 8NewSMEGTier 3, rank 6 to 10New on the chart in this edition.6% (2%–13%)1 week
  9. 9NewHamilton BeachTier 3, rank 6 to 10New on the chart in this edition.3% (0%–9%)1 week
  10. 10NewGE AppliancesTier 3, rank 6 to 10New on the chart in this edition.0% (0%–6%)1 week