example
1000 races with 12 horses per race - that's 12,000 horses in total
2% of 12,000 is 20*12 = 240

Those heavily weighted horses won 5% of 1000 races which is 50 races.

50/240 = about 1 in 5 or 20% roughly.

Certainly not 1/1000!!!