A method for cooking food items in an oven is disclosed. A history of instant oven temperatures is initially obtained during a cook of a first food item. A salient representation of the oven temperature history is stored in a non-volatile memory. The salient representation includes multiple average oven temperatures, each selected to represent a summary of the instant oven temperatures at various specific time periods throughout the cook of the first food item. During a cook of a second food item that is substantially similar to the first cook item, the current cook settings are dynamically adjusted during the cook of the second food item based on the results of a comparison between the instant oven temperatures and the stored average oven temperatures in order to duplicate the result of the cook of the first item.