I suspect that had Russia been spending its money on military maintenance, training, and preparation, they would have steamrolled Ukraine into the dirt. Instead, their entrenched corruption diverted hundreds of billions of dollars into the mega-yachts of the oligarch system, leaving Russia's military in a very sad state of preparedness.
I sincerely hope the west is paying attention, as we have our own set of well-connected thieves.