I have a question about gas water heaters, and I had no clue where to ask it:

Will a 75 gallon water heater with a 75K BTU heater heat 40 gallons of water faster than a 40 gallon tank with a 40K BTU heater?

My poor understanding of such things says "yes," but I don't know anything about water heaters...