Resumption, error reporting and much better progress monitoring.
For others that didn't know about it, see the examples here: https://www.gnu.org/software/parallel/parallel_tutorial.html...
Here's another surprising feature: https://www.gnu.org/software/parallel/parallel_tutorial.html...