Disclaimer: of course, everything is a spectrum. To ADHD-people, caffeine has varying effects. Some get tired from it, others it affects less or not at all.
I used to have the same problem with those Starbucks frape drinks in the glass bottles when I was younger.
I can't drink caffeine anymore but eventually the effects had the intended result.
man...I miss caffeine...