How many fillies have won the Kentucky Derby?

Is this the one? Essential Quality could end a Blue Grass Stakes drought of 30 years.

Kentucky Derby Winners & Payouts | TwinSpires

Kentucky Derby watch: New No. 1 in the rankings, plenty of intrigue after final preps