You save a lot of money and more importantly time doing it on your own. You also get to go places tours don't go even though they're safe.
I did 18 days in Jordan and Israel with my wife, four kids, and mother in law three years ago. Awesome time. All for less than it would have cost to take the tour with just my wife and I.
DM me if you want details.