unranked · low precision5 brands
- adidas30%13-47
- new-balance60%43-77
- nike57%40-73
- on7%0-17
- saucony53%33-70
engine · openai_native
ChatGPT
ChatGPT mentions asics and hoka in running shoes and sony in wireless earbuds more often than any other brand it was asked about.
Engine calls60
Categories2
Prompts per cell30
League tables
On the rank axis, a better rank sits further left.estimand: probe-design mention rate over Luce grammar v0.1-pilot, rank-range leagues only; not demand-weighted
League A1 brand
- ranks 1-3sony73%57-87
unranked · low precision6 brands
- anker-soundcore47%30-63
- apple-airpods67%50-83
- bose63%47-80
- jabra33%17-50
- samsung-galaxy-buds27%10-43
- sennheiser17%7-30
Photo finish
How likely each brand is to actually hold the top spot.estimand: probe-design leader credible-set read over Luce grammar v0.1-pilot; not demand-weighted
Running shoes
ChatGPT · 95% credible set: hoka, asics, brooks
contested · no likely favorite
- hoka49% ±1.1
- asics46% ±1.1
- brooks4% ±0.5
5 more brands in this cell hold under a one percent chance of the top spot.
Wireless earbuds
ChatGPT · 95% credible set: sony, apple-airpods, bose
likely favorite · sony
- sony71% ±1.0
- apple-airpods16% ±0.8
- bose12% ±0.7
4 more brands in this cell hold under a one percent chance of the top spot.