Sims 4 Randomly Crashes

My sims 4 randomly crashes, last time it crashed was January 23rd 2025, and have not played since as i am worried it will crash again.

I know i got like 16,000 mods, and that the crash maybe related to one of them, but i am not going to sit here and do the 50/50 thing with it as the crashes happen completely at random

so doing the 50/50 technique would literally take months

any help would be great, i have also attached the LastCrash file