Archived v2.1
Gemini 3.1 Pro Preview
This profile reports Gemini 3.1 Pro Preview’s original v2.1 result. It does not claim a timeless culinary rank. The run’s scoring limitations and later exploratory analyses are separate records.
Original overall
92.8
95% item-bootstrap interval
88.9–96.5
Frontier subset
91.6
Original score profile
- Quantities & Scaling
- 100.0
- Conversions
- 100.0
- Food Safety
- 96.7
- Substitutions
- 75.0
- Technique
- 93.4
- Flavour Pairing
- 98.4
- Nutrition
- 90.0
Uncertainty and pairwise evidence
This model’s position should be interpreted through direct paired comparisons, not its row number alone.
Scoring limitations
Saturated numeric items, high-influence keyword items and semantic constraint-check failures affected the instrument. The profile is retained as historical evidence, not validated culinary ability.
Run 2026-07-v2.1 · google/gemini-3.1-pro-preview · original artifact unchanged