Pickbench
Sample report

AI Brand Chart: Wireless earbuds, latest edition 2026-w43

5 AI models, 48 buying scenarios, edition 2026-w43, data as of October 25, 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.

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. 1NewSonyTier 1, rank 1 to 9New on the chart in this edition.45% (33%–57%)1 week
  2. 2NewBoseTier 1, rank 1 to 9New on the chart in this edition.44% (32%–56%)1 week
  3. 3NewAppleTier 1, rank 1 to 11New on the chart in this edition.33% (22%–45%)1 week
  4. 4NewShokzTier 1, rank 1 to 11New on the chart in this edition.29% (18%–42%)1 week
  5. 5NewSennheiserTier 1, rank 1 to 12New on the chart in this edition.26% (15%–37%)1 week
  6. 6NewBeatsTier 1, rank 1 to 12New on the chart in this edition.22% (14%–32%)1 week
  7. 7NewJLabTier 1, rank 1 to 12New on the chart in this edition.20% (11%–32%)1 week
  8. 8NewJBLTier 1, rank 1 to 12New on the chart in this edition.20% (11%–31%)1 week
  9. 9NewSamsungTier 1, rank 3 to 12, below its tier leaderNew on the chart in this edition.17% (9%–28%)1 week
  10. 10NewSkullcandyTier 1, rank 1 to 12New on the chart in this edition.17% (8%–29%)1 week
  11. 11NewGoogleTier 2, rank 4 to 12New on the chart in this edition.15% (7%–26%)1 week
  12. 12NewNothingTier 2, rank 4 to 12New on the chart in this edition.12% (6%–21%)1 week