Stats For Hats is a food discovery platform that helps cooks understand which ingredients work well together, using patterns drawn from real recipes rather than generated suggestions. The site says it analyzed 2. 8 million recipes to identify useful ingredient pairings and provide context for building dishes.

Users can explore how often ingredients appear together, find companion ingredients, and see associated cuisines, cooking methods, and popular dishes. Its pairing search lets visitors investigate combinations such as cilantro and lime, while the Ingredient Composer combines several ingredients to suggest complementary flavors and dishes. The site also offers a directory of ingredients and a collection of popular dishes, with ingredient-use statistics that show what commonly goes into each one.

For recipe inspiration, Stats For Hats presents “ultimate recipes” by merging ingredients and instructions shared across multiple recipes, including examples such as French onion soup. Visitors can browse pairings, ingredients, and dishes, or subscribe to a newsletter covering cuisines, combinations, and site updates. The platform describes itself as being in beta and invites feedback