Pickbench
Sample report

AI Brand Chart: Smart light bulbs, latest edition 2026-w42

5 AI models, 54 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. 1NewPhilips HueTier 1, rank 1New on the chart in this edition.94% (86%–98%)1 week
  2. 2NewLIFXTier 2, rank 2 to 8New on the chart in this edition.39% (27%–52%)1 week
  3. 3NewWiZTier 2, rank 2 to 6New on the chart in this edition.37% (26%–48%)1 week
  4. 4NewTapoTier 2, rank 2 to 10New on the chart in this edition.29% (19%–39%)1 week
  5. 5NewGoveeTier 2, rank 2 to 11New on the chart in this edition.16% (8%–25%)1 week
  6. 6NewCree LightingTier 2, rank 2 to 11New on the chart in this edition.13% (4%–25%)1 week
  7. 7NewGE CyncTier 2, rank 3 to 11New on the chart in this edition.13% (7%–20%)1 week
  8. 8NewAqaraTier 2, rank 3 to 11New on the chart in this edition.11% (5%–20%)1 week
  9. 9NewNanoleafTier 3, rank 4 to 11New on the chart in this edition.10% (3%–20%)1 week
  10. 10NewWyzeTier 3, rank 4 to 11New on the chart in this edition.7% (2%–17%)1 week
  11. 11NewFeit ElectricTier 3, rank 5 to 11New on the chart in this edition.7% (3%–16%)1 week