Congratulations on your new speakers. Just checking… but they are broken in? I’d make sure they have a good 200 hours on them and you know what they sound like with your current system before swapping anything.
Assuming you like the sound characteristics of your Audible illusions preamp then I would look to upgrade your power amp. I see you are shopping in the $5k range. That is a difficult price range. It is about half of audiophile products and above budget components. I would consider carefully where you want to go… towards slam / details or musicality.
You can get a used amp at about half price from entry level audiophile equipment. I would consider a used amp from Pass… an X series if you want slam and details and XA series if you want warmth and musicality. I’m sure there are some other good choices… but this would significantly improve your system.