Plunder decreases with each increase in stats for hf after lvl 1 Trade off if you want the stats then you have to take a slight loss in plunder. Lots have reported similar plunder drops after upgrades in hf.
My plunder randomly decreased on HTE idk why. I didn't upgrade anything or sell anything and it dropped by 20mil per attack