Caffeine is beneficial; it's not just a feeling. It has a neuroprotective effect shown in animal model of ALZ and a statistically significant effect in humans that decaffeinated beverages don't provide.
https://www.mdpi.com/1420-3049/27/12/3737
https://www.health.harvard.edu/diet-and-nutrition/harvard-st...