You leave on a EXIT visa rather than a EXIT/RE-ENTRY visa, so the immigration with stamp EXIT in your passport. If you want to prove that you left then it would be a good idea to print a copy of your visa from evisa.sa
I hope that you find the sand is less brown in the east.