Using rsync is surprising fast and simple.
mkdir empty_dir
rsync -a --delete empty_dir/    yourdirectory/
 @sarath's answer@sarath's answer mentioned another fast choice: Perl! Its 
Its benchmarks are faster than rsync -a --delete.
cd yourdirectory
perl -e 'for(<*>){((stat)[9]<(unlink))}'
 or, without the stat (it's debatable whether it is needed, and some saysneeded;
some say that may be faster with it, and others sayssay it's faster without it),:
cd yourdirectory
perl -e 'for(<*>){unlink}'
Sources:
 
                 
                 
                