Pizza delivery is generally cheaper and more reliable, assuming the pizza place has its own drivers. Cheaper because the delivery service is intended to extend the restaurant’s sales, rather than needing to extract enough value to pay both a driver and the middleman app. More reliable because the driver isn’t just some anonymous person that decided to download an app but a driver that has an ongoing relationship with the pizza place.