Whisk together the olive oil, the sugar, the white wine vinegar, the chili powder, and the salt in a large bowl.
Add the tomatoes, the black-eyed peas, the beans, the corn, the red onions, the green bell peppers, and the red bell peppers. Stir to combine completely.
Add in the cilantro and stir.
Cover and chill before serving.