Local Arabs are definitely above White (and everybody else) in the race hierarchy. Expat Arabs, especially those not from the Gulf, may be lower.
This is clearly visible at eg Riyadh immigration, where there are three unposted but universally observed lines: Gulf Arabs in white thobes, professionals of all sorts, and manual laborers.