Pickbench
Sample report

AI Brand Chart: Music streaming, latest edition 2026-w42

5 AI models, 60 buying scenarios, edition 2026-w42, data as of October 17, 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. 1NewSpotifyTier 1, rank 1 to 2New on the chart in this edition.74% (61%–85%)1 week
  2. 2NewApple MusicTier 1, rank 1 to 6New on the chart in this edition.52% (39%–64%)1 week
  3. 3NewYouTube MusicTier 2, rank 2 to 9New on the chart in this edition.30% (19%–41%)1 week
  4. 4NewDeezerTier 2, rank 2 to 9New on the chart in this edition.30% (20%–41%)1 week
  5. 5NewAmazon MusicTier 2, rank 2 to 9New on the chart in this edition.28% (16%–40%)1 week
  6. 6NewTIDALTier 2, rank 2 to 9New on the chart in this edition.27% (18%–37%)1 week
  7. 7NewQobuzTier 2, rank 3 to 10New on the chart in this edition.18% (8%–30%)1 week
  8. 8NewPandoraTier 2, rank 3 to 11New on the chart in this edition.10% (3%–20%)1 week
  9. 9NewSoundCloudTier 2, rank 3 to 11New on the chart in this edition.7% (1%–18%)1 week
  10. 10NewLiveOneTier 3, rank 7 to 11New on the chart in this edition.2% (0%–9%)1 week
  11. 11NewiHeartRadioTier 3, rank 8 to 11New on the chart in this edition.0% (0%–9%)1 week