plant pot size question(s)

what's the rule on how big of pot (pot ha ha) to put my plants in. I've heard that for every one foot of height/width have one gallon. which means 3 gallons for 3 footers. Anyone ever heard of that or have any suggestions?
Peace brothers and sisters of green.

it dont matter 3 gallon pots should be good