This is entirely dependent on your preferences. There are smaller bocce balls measuring around 74mm (2.91 inches) that are much lighter than bigger balls and are better for younger kids. They're easier to throw but of course changes the dynamics of the game vs. having a heavier bocce ball.
Pro or intermediate players will need regulation bocce ball sets that measure 107mm (4.21 inches) if they want to practice competitively.