Do you pick your Bell peppers your growing off the vine to turn red and...

[MANUPTODDPALIN]

...yellow or leave them on the vine? Someone told us to pick the Bell peppers off the vine now that their pretty big and then they ripen to yellow and red.
Do we-Or do they change colors on the vine?