Depends what terminology you use. Officially, pedophile means sexually interested in prepubescent children, with a second term, ephebephile, for those with sexual interest in teenagers, but in general usage, ‘pedophile’ usually covers all sexual interest in minors.

So using the official definition you’re correct, as most cases involve teenagers, but most people will just call them pedophiles anyway.

For clarity’s sake, I’ve been using the term pedo in the general sense (all people attracted to minors).