It's kind of the opposite: if a random number generator never produces "pretty" sequences, that's evidence that it's not truly random.
If it produces pretty sequences at significantly greater than expected rates, that would be suspicious.
If it produces pretty sequences at significantly greater than expected rates, that would be suspicious.