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