Pickbench
Sample report

AI Brand Chart: Coffee makers, latest edition 2026-w42

5 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. 1NewTechnivorm MoccamasterTier 1, rank 1 to 10New on the chart in this edition.44% (29%–60%)1 week
  2. 2NewHamilton BeachTier 1, rank 1 to 11New on the chart in this edition.30% (20%–42%)1 week
  3. 3NewNinjaTier 1, rank 1 to 11New on the chart in this edition.30% (18%–45%)1 week
  4. 4NewMr. CoffeeTier 1, rank 1 to 11New on the chart in this edition.30% (18%–43%)1 week
  5. 5NewBrevilleTier 1, rank 1 to 11New on the chart in this edition.28% (15%–43%)1 week
  6. 6NewCuisinartTier 1, rank 1 to 11New on the chart in this edition.23% (13%–35%)1 week
  7. 7NewKeurigTier 1, rank 1 to 11New on the chart in this edition.23% (10%–38%)1 week
  8. 8NewFellowTier 1, rank 1 to 11New on the chart in this edition.23% (12%–36%)1 week
  9. 9NewDe'LonghiTier 1, rank 1 to 11New on the chart in this edition.19% (9%–31%)1 week
  10. 10NewNespressoTier 1, rank 1 to 11New on the chart in this edition.14% (5%–26%)1 week
  11. 11NewKitchenAidTier 2, rank 2 to 11New on the chart in this edition.13% (5%–25%)1 week