Cowboy caviar, also called Texas caviar, is a mixture of black beans, black-eyed peas, corn, tomatoes, jalapenos, bell peppers, and cilantro tossed in a tangy vinaigrette. Pico de gallo is made with diced tomatoes, onions, peppers, cilantro, and lime juice. Both are delicious dips or toppings!