Refrigerators
Which brand 5 AI models pick, with intervals.
Fast panel · Panel, equal weight
- anthropic/claude-haiku-5.5 @ claude-haiku-5.5 via OpenRouter (20%)
- openai/gpt-6-luna @ gpt-6-luna via OpenRouter (20%)
- google/gemini-4-argon @ gemini-4-argon via OpenRouter (20%)
- mistralai/mistral-large-4-0 @ mistral-large-4-0 via OpenRouter (20%)
- deepseek/deepseek-v4.1-flash @ deepseek-v4.1-flash via OpenRouter (20%)
Too closeNo single favourite: Bosch, GE Appliances, LG, Sub-Zero, and Whirlpool share the top tier for these 5 API models.
Tier 1
- Sub-Zero58%95% interval 46–69%plausible rank 1–5
- Bosch48%95% interval 37–61%plausible rank 1–7
- LG36%95% interval 26–47%plausible rank 1–8
- Whirlpool29%95% interval 18–42%plausible rank 1–9
- GE Appliances29%95% interval 20–38%plausible rank 1–9
Tier 2
- KitchenAid24%95% interval 14–36%plausible rank 2–9
- Maytag19%95% interval 10–29%plausible rank 2–9
- Frigidaire18%95% interval 10–28%plausible rank 3–9
- Samsung13%95% interval 7–21%plausible rank 4–9
Tier 3
- Hisense1%95% interval 0–6%plausible rank 10–11
- Midea1%95% interval 0–9%plausible rank 10–11
Drag across the chart to probe a share.
Too closeNo single favourite: Bosch, GE Appliances, LG, Sub-Zero, and Whirlpool share the top tier for these 5 API models.
| Brand | Choice share | 95% interval | Plausible rank | Tier |
|---|---|---|---|---|
| Sub-Zero | 58% | 46–69% | 1–5 | Tier 1 |
| Bosch | 48% | 37–61% | 1–7 | Tier 1 |
| LG | 36% | 26–47% | 1–8 | Tier 1 |
| Whirlpool | 29% | 18–42% | 1–9 | Tier 1 |
| GE Appliances | 29% | 20–38% | 1–9 | Tier 1 |
| KitchenAid | 24% | 14–36% | 2–9 | Tier 2 |
| Maytag | 19% | 10–29% | 2–9 | Tier 2 |
| Frigidaire | 18% | 10–28% | 3–9 | Tier 2 |
| Samsung | 13% | 7–21% | 4–9 | Tier 2 |
| Hisense | 1% | 0–6% | 10–11 | Tier 3 |
| Midea | 1% | 0–9% | 10–11 | Tier 3 |
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 (20%)
- openai/gpt-6-luna @ gpt-6-luna via OpenRouter (20%)
- google/gemini-4-argon @ gemini-4-argon via OpenRouter (20%)
- mistralai/mistral-large-4-0 @ mistral-large-4-0 via OpenRouter (20%)
- deepseek/deepseek-v4.1-flash @ deepseek-v4.1-flash via OpenRouter (20%)
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).