The Beyer pars (or any similar par) are simply the averages over a period of time (typically past three years) of the particular class in question. They don't reflect what horses in any one race will specifically run, rather what that level of race will typically produce. It wouldn't/shouldn't matter who was in or who came out of a particular race. The class level is the class level... Here's the AQU Beyer pars in fact as examples:
Colt 3-Year-Olds, Dirt (Condition - Par)
CLM 50,000 - 74,000 81
CLM 75,000 - UP 88
MSW 89
ACN(1-Y), ANC, ANS 90
AN2X, AN3L 90
STK, GSTK 92
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