/private/tmp vs /private/var/tmp vs TMPDIR
TMPDIR as defined in OSX is only accessible by yourself which reduces the risk of somebody else accessing your temp files created by programs using mktemp() to create temporary files. 

The difference between /tmp and /var/tmp is more subtle and goes back a long way in the Unix world, the discussion concerning the differences and uses are probably going on since the first Unix system was deployed with both (see Google for long list of links). /tmp resides on the root filesystem so it it accessible as soon as the system starts (even if no other disk is mounted yet) but may be rather small. The /var filesystem usually is in another partition and much bigger. I've also encountered systems where /tmp was just a ramdisk or a symlink to /var/tmp. It's not that way on OSX though.

/tmp is cleared out regularly on OSX (see /etc/defaults/periodic.conf), /var/tmp very rarely (if at all).