In many cities in the us eating out is as cheap as cooking. I'm not 100% certain but someone told me it's because you have to consider economies of scale for an eatery and real estate prices and commodity level revenue streams for the supermarket.
If I'd eat out every day both lunch and dinner I'm going to pay roughly $800/month compared to my usual $300/month for groceries.