Pickbench
Sample report

AI Brand Chart: Pickup trucks, latest edition 2026-w42

5 AI models, 89 buying scenarios, edition 2026-w42, data as of October 16, 2026.

Models chose on EPA specification facts only; purchase price, reliability and availability were not assessed.

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. 1NewToyotaTier 1, rank 1 to 3New on the chart in this edition.58% (44%–71%)1 week
  2. 2NewFordTier 1, rank 1 to 4New on the chart in this edition.36% (25%–49%)1 week
  3. 3NewRamTier 1, rank 1 to 5New on the chart in this edition.32% (21%–45%)1 week
  4. 4NewHondaTier 2, rank 2 to 6New on the chart in this edition.22% (13%–34%)1 week
  5. 5NewGMCTier 2, rank 3 to 7New on the chart in this edition.13% (6%–22%)1 week
  6. 6NewNissanTier 2, rank 4 to 7New on the chart in this edition.9% (3%–17%)1 week
  7. 7NewChevroletTier 3, rank 5 to 7New on the chart in this edition.4% (0%–12%)1 week