You can try rigid air line all the way to the bottom of your tank. I used it for a while with suction cups but eventually they came out of the tabs, or the suction cups came off the walls. The rigid tubing still provided enough support to keep it in place.
And I don’t know if they make it for sponge filters, but I now use magnets in place of all my power heads that used suction cups. They have magnetic bases you can buy and I’ll never go back to suction cups for the same reason you’re tired of them.