SamplingProfiler run results can be saved to .spr files (Sampling Profiler Results) and later reused for comparison purposes, or for merging, one of the less obvious features of the profiler.
You can merge results by right-clicking on a results tab and selecting… “Merge results”, oddly enough. After this, the samples will be aggregated across the runs you selected, hopefully providing more statistical accuracy.

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