Not all females are more, higher end co-dom morph males go for more. They can breed so much sooner and pass on their genetics quicker. That quickly can change.

Recessive females always have a bid, you need them to get your visual phenotypes.

Look at whats for sale on the two big web markets, its 80% males. That sorta speaks to it. The difference is probably only going to get bigger.