The key difference between the two drinks is a single chemical. Coke Zero features sodium citrate in its ingredients list, and Diet Coke has citric acid. ... “Coca-Cola No Sugar looks and tastes more like Coca-Cola Classic, while Diet Coke has a different blend of flavours which gives it a lighter taste.”