I understand Navalny’s Party was a minor party.
Putin’s party in the 2021 election garnered only 49% of the vote and lost about 4% compared to the prior election.
I believe the main opposition party is the Communist Party of Russia and they would probably take over in the event of Putin’s departure - retirement or otherwise.
CPRF is a faux opposition party.
Communism has been outlawed in Russia.