One year at our All American game the TV velocity was off by 6 MPH on the low side. The stadium radar was usually within 1 or 2 mph. TM and Stalker almost always within 1mph. TrackMan records velocity in hundredths, Stalker in tenths. So a Stalker reading of 1 mph difference from TM could actually be closer to two mph. TM reads 89.4, rounds off to 89, Stalker reading on same pitch is 90.5 and rounds off to 91.
At our complex in Georgia, TM readings are displayed on the scoreboard. This is very helpful to scouts and college recruiters. Knowing they are getting accurate velocity readings allows them to roam around rather than sit behind home plate. However, we use Stalkers there also and that is what we report. We only record peak velocity when a certain pitch is within one or two mph above other pitches. In other words if a pitcher ends up throwing 10 pitches at 89, 6 pitches at 90, 1 pitch at 91, and only one pitch higher and it was 95... We would record peak velocity at 91. Mainly because experience has shown us that no one really throws one pitch four or 5 mph better than all other pitches. Though it is possible in a very short outing, like facing one or two hitters. In that case we might record it.
While on this subject, we sometimes hear complaints from parents... Telling us that their son usually starts throwing much harder late in a game. There have been times that we have seen a pitcher maintain close to peak velocity for 7 innings, but after watching pitchers for so many years, thousands and thousands pitchers, we have never seen a pitcher that after three innings finally reached his peak velocity. The eyes might think they see it but the radar gun is more accurate.
Sorry for all of the above, just thought someone might be interested.