Data point
I submitted my second renewal in 2023 but couldn't get an appointment so I let it expire.
Fast forward to 2024:
Feb 19 - submitted new application, but TTP site showed it as a renewal
Mar 11 - approved, no interview
Mar 20 - activate card button appeared
Mar 26 - received new card