As everyone said, depends on the game.
For the most part, I prefer an analog stick, but for things like 2D platformers and shooters, D-Pad is the way to go.
"Just for comparison Uncharted 4 was 20x bigger than Splatoon 2. This shows the huge difference between Sony's first-party games and Nintendo's first-party games."