Quality varies
It is certainly convenient, but the service level depends on the restaurant and delivery person. After ordering at 10 times at 10 different restaurants, 2 forgot to include part of the order and only 4 provided receipt with the food. Delivery was late for more than 30 minutes in 3 occasions (inevitably the food was cold) and one time the food was spilling off from the boxes.
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Uber Eats: Food Delivery