Yes, they really could. We're not talking about your energy supplier company, we're talking about electricity producers and fuel suppliers (oil and gas companies). Different set of companies and they are indeed raking it in.
Energy suppliers are just middlemen and are making huge losses due to the price caps, but energy generators are making loads of money. (At least in operating profit; some - but not all - have had huge losses from writing off their Russian operations.)