It varies based on how many people you're feeding. If you follow the 50/30/20 budget plan, you should spend no more than 50% of your budget on things you need for survival such as groceries, utilities, and housing costs. For food, specifically, the USDA has some guidelines for thrifty, low cost, moderate cost, and liberal spending that are worth examining.