I ran a quick check, and it looks like a reasonably even distribution to me. I genenerated 2M NewId values, as follows: SELECT NewID() AS RandomColumn INTO #t FROM Data.TableWith2Mrows I looked at the distribution into 256 buckets, considering the first
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