Place the tomatoes and chickpeas in a bowl, then add the olive oil, salt and pepper. Toss until all tomatoes and chickpeas are coated. Spread the mixture in an even layer on the prepared sheet pan. Bake for 1 hour, or until chickpeas are crispy and tomatoes are blistered and starting to shrivel.