The coffee maker you choose will absolutely make a difference in the taste of your coffee. If your coffee maker heats the water too hot, it may singe the taste, and if too low, it may not extract enough flavor. The duration of contact between the heated water and the grounds will also affect the taste. For your best result, you’ll need to understand what your tastes are and then find a machine that recreates the process, and therefore taste, you love.