Stand mixers
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: Ankarsrum and KitchenAid share the top tier for these 5 API models.
Tier 1
- KitchenAid70%95% interval 59–79%plausible rank 1–2
- Ankarsrum57%95% interval 46–68%plausible rank 1–5
Tier 2
- Bosch35%95% interval 26–46%plausible rank 2–5
- Kenwood32%95% interval 22–42%plausible rank 2–6
- Breville30%95% interval 20–40%plausible rank 2–6
Tier 3
- Cuisinart9%95% interval 4–17%plausible rank 4–10
- NutriMill8%95% interval 4–15%plausible rank 6–10
- SMEG6%95% interval 2–13%plausible rank 6–10
- Hamilton Beach3%95% interval 0–9%plausible rank 6–10
- GE Appliances0%95% interval 0–6%plausible rank 6–10
Drag across the chart to probe a share.
Too closeNo single favourite: Ankarsrum and KitchenAid share the top tier for these 5 API models.
| Brand | Choice share | 95% interval | Plausible rank | Tier |
|---|---|---|---|---|
| KitchenAid | 70% | 59–79% | 1–2 | Tier 1 |
| Ankarsrum | 57% | 46–68% | 1–5 | Tier 1 |
| Bosch | 35% | 26–46% | 2–5 | Tier 2 |
| Kenwood | 32% | 22–42% | 2–6 | Tier 2 |
| Breville | 30% | 20–40% | 2–6 | Tier 2 |
| Cuisinart | 9% | 4–17% | 4–10 | Tier 3 |
| NutriMill | 8% | 4–15% | 6–10 | Tier 3 |
| SMEG | 6% | 2–13% | 6–10 | Tier 3 |
| Hamilton Beach | 3% | 0–9% | 6–10 | Tier 3 |
| GE Appliances | 0% | 0–6% | 6–10 | 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).