I always thought peperoncini were the small, really hot chili peppers that are used in e.g. pasta all'arrabbiata etc. In Sweden, peperoni refers to the larger, pickled chili peppers that are used as kebab toppings (and sometimes pizza...). Peperoncini is the diminutive of peperoni, right?