AI Brand Chart: Backpacks, latest edition 2026-w42
5 AI models, 50 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.
- 1NewOspreyNew on the chart in this edition.57% (45%–69%)1 week
- 2NewPeak DesignNew on the chart in this edition.40% (28%–52%)1 week
- 3NewBellroyNew on the chart in this edition.39% (27%–52%)1 week
- 4NewThuleNew on the chart in this edition.36% (26%–47%)1 week
- 5NewTimbuk2New on the chart in this edition.28% (18%–38%)1 week
- 6NewThe North FaceNew on the chart in this edition.21% (12%–32%)1 week
- 7NewPatagoniaNew on the chart in this edition.19% (11%–31%)1 week
- 8NewSwissGearNew on the chart in this edition.11% (6%–20%)1 week
- 9NewFjallravenNew on the chart in this edition.10% (6%–15%)1 week
- 10NewHerschel Supply Co.New on the chart in this edition.9% (2%–21%)1 week
- 11NewCotopaxiNew on the chart in this edition.3% (1%–7%)1 week