A couple dollar sensor really is not able to measure down the the few pico second accuracy one would need to get down to millimeters. So we use statistics. And with all statistical models there is going to be some variation. I'm going to guess that is what you are seeing. Increasing the timing budget can help, but you are still going to see some variance in the answers. Long term averaging of the data can also help.
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