I’m a kof xiii player and started playing the game with a stick. I was having a lot execution problems with the arcade stick so I switched to pad, and I found it better.
I still use a stick for street fighter though. Ideally you shoud have both a good quality stick and a good quality pad.
I think its game specific though. Use whatever feels more comfortable to you.