Jeans
Which brand 4 AI models pick, with intervals.
Fast panel · Panel, equal weight
- anthropic/claude-haiku-5.5 @ claude-haiku-5.5 via OpenRouter (25%)
- openai/gpt-6-luna @ gpt-6-luna via OpenRouter (25%)
- google/gemini-4-argon @ gemini-4-argon via OpenRouter (25%)
- mistralai/mistral-large-4-0 @ mistral-large-4-0 via OpenRouter (25%)
Too closeNo single favourite: AG Jeans, Levi's, Madewell, PAIGE, and Wrangler share the top tier for these 4 API models.
Tier 1
- Levi's46%95% interval 36–57%plausible rank 1–5
- Madewell38%95% interval 27–49%plausible rank 1–9
- AG Jeans34%95% interval 25–43%plausible rank 1–8
- Wrangler31%95% interval 20–44%plausible rank 1–11
- PAIGE29%95% interval 20–39%plausible rank 1–11
Tier 2
- Gap22%95% interval 14–32%plausible rank 2–11
- American Eagle17%95% interval 11–25%plausible rank 2–11
- 7 For All Mankind17%95% interval 10–25%plausible rank 3–11
- Lucky Brand14%95% interval 8–23%plausible rank 2–11
- Abercrombie & Fitch14%95% interval 9–22%plausible rank 4–11
- Everlane13%95% interval 6–22%plausible rank 4–11
Drag across the chart to probe a share.
Too closeNo single favourite: AG Jeans, Levi's, Madewell, PAIGE, and Wrangler share the top tier for these 4 API models.
| Brand | Choice share | 95% interval | Plausible rank | Tier |
|---|---|---|---|---|
| Levi's | 46% | 36–57% | 1–5 | Tier 1 |
| Madewell | 38% | 27–49% | 1–9 | Tier 1 |
| AG Jeans | 34% | 25–43% | 1–8 | Tier 1 |
| Wrangler | 31% | 20–44% | 1–11 | Tier 1 |
| PAIGE | 29% | 20–39% | 1–11 | Tier 1 |
| Gap | 22% | 14–32% | 2–11 | Tier 2 |
| American Eagle | 17% | 11–25% | 2–11 | Tier 2 |
| 7 For All Mankind | 17% | 10–25% | 3–11 | Tier 2 |
| Lucky Brand | 14% | 8–23% | 2–11 | Tier 2 |
| Abercrombie & Fitch | 14% | 9–22% | 4–11 | Tier 2 |
| Everlane | 13% | 6–22% | 4–11 | Tier 2 |
How to read this
- Choice share: how often models pick a brand when it appears in a shortlist of 4. Chance is 25%, the dashed line.
- The band is the 95% interval; the bright tick is the estimate. Overlapping bands are not a strict order.
- Tiers are published: a tier groups brands not distinguishable from that tier's leader. Same tier does not mean equal.
- Rank shows the plausible rank range, not a strict place.
- Drag across the chart to probe a share and see which intervals contain it.
- 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 are not yet small-sample calibrated.
- Each page shows the latest edition. Dates are in the downloadable JSON.
Panel and conditions
Each edition puts the brands of the category to a panel of AI models, called through their APIs, in randomized shortlists of 4 (chance is 25%). Each option was a brand name only, with no product facts, prices or any commercial data, so a brand's share measures which brand the models recommend from their own knowledge for the shopper needs of the scenarios. Shares come with 95% intervals; tiers and rank intervals are simultaneous at the same level.
- anthropic/claude-haiku-5.5 @ claude-haiku-5.5 via OpenRouter (25%)
- openai/gpt-6-luna @ gpt-6-luna via OpenRouter (25%)
- google/gemini-4-argon @ gemini-4-argon via OpenRouter (25%)
- mistralai/mistral-large-4-0 @ mistral-large-4-0 via OpenRouter (25%)
Conditions: closed-book API calls via OpenRouter (pinned providers); web search, grounding, tools and retrieval off; forced choice; 2 paraphrases per scenario in English.
Methodology: ACM-1.0-chart-draft (draft rules for movement, significance and events, awaiting review).