Air fryers
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: Breville, Cosori, and Ninja share the top tier for these 5 API models.
Tier 1
- Ninja68%95% interval 58–77%plausible rank 1–3
- Breville61%95% interval 49–73%plausible rank 1–4
- Cosori56%95% interval 45–66%plausible rank 1–5
Tier 2
- Instant32%95% interval 23–42%plausible rank 2–5
- Cuisinart30%95% interval 19–42%plausible rank 3–7
Tier 3
- Dash6%95% interval 2–15%plausible rank 5–11
- T-fal6%95% interval 3–11%plausible rank 6–11
- Gourmia6%95% interval 1–15%plausible rank 5–11
- Hamilton Beach3%95% interval 0–11%plausible rank 6–11
- Chefman3%95% interval 0–12%plausible rank 6–11
- Oster3%95% interval 0–8%plausible rank 6–11
Drag across the chart to probe a share.
Too closeNo single favourite: Breville, Cosori, and Ninja share the top tier for these 5 API models.
| Brand | Choice share | 95% interval | Plausible rank | Tier |
|---|---|---|---|---|
| Ninja | 68% | 58–77% | 1–3 | Tier 1 |
| Breville | 61% | 49–73% | 1–4 | Tier 1 |
| Cosori | 56% | 45–66% | 1–5 | Tier 1 |
| Instant | 32% | 23–42% | 2–5 | Tier 2 |
| Cuisinart | 30% | 19–42% | 3–7 | Tier 2 |
| Dash | 6% | 2–15% | 5–11 | Tier 3 |
| T-fal | 6% | 3–11% | 6–11 | Tier 3 |
| Gourmia | 6% | 1–15% | 5–11 | Tier 3 |
| Hamilton Beach | 3% | 0–11% | 6–11 | Tier 3 |
| Chefman | 3% | 0–12% | 6–11 | Tier 3 |
| Oster | 3% | 0–8% | 6–11 | 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).