It depends. When you want to express that pizza is your favourite meal you can say:
Ich esse gern Pizza.
When you admit that you would be happy to eat pizza, e.g. that has already been ordered or served, you would say:
Ich esse Pizza gern.
In the first case, I would prefer "gerne" instead of "gern".
