Thompson is better geared for optimising long-term total return, whereas UCB-1 will yield allocations more akin to an A/B test. In comparison to Thompson Sample, which encounters greater noise due to the random sampling stage in the algorithm, UCB-1 acts more consistently in each unique trial.