Pickbench
Sample report

AI Brand Chart: Refrigerators, latest edition 2026-w42

5 AI models, 55 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. 1NewSub-ZeroTier 1, rank 1 to 5New on the chart in this edition.58% (46%–69%)1 week
  2. 2NewBoschTier 1, rank 1 to 7New on the chart in this edition.48% (37%–61%)1 week
  3. 3NewLGTier 1, rank 1 to 8New on the chart in this edition.36% (26%–47%)1 week
  4. 4NewWhirlpoolTier 1, rank 1 to 9New on the chart in this edition.29% (18%–42%)1 week
  5. 5NewGE AppliancesTier 1, rank 1 to 9New on the chart in this edition.29% (20%–38%)1 week
  6. 6NewKitchenAidTier 2, rank 2 to 9New on the chart in this edition.24% (14%–36%)1 week
  7. 7NewMaytagTier 2, rank 2 to 9New on the chart in this edition.19% (10%–29%)1 week
  8. 8NewFrigidaireTier 2, rank 3 to 9New on the chart in this edition.18% (10%–28%)1 week
  9. 9NewSamsungTier 2, rank 4 to 9New on the chart in this edition.13% (7%–21%)1 week
  10. 10NewHisenseTier 3, rank 10 to 11New on the chart in this edition.1% (0%–6%)1 week
  11. 11NewMideaTier 3, rank 10 to 11New on the chart in this edition.1% (0%–9%)1 week