Me too, but about half of the ones I did read were crap.
Science fiction for popular consumption and not the Science Fiction enthusiast.
I agree some of the ‘top pics’ are just crap....Yawners.
I am surprised any of Heinlein’s books made an NPR list, he did not care much for pansy socialist types.