I actually laughed because what are the odds exactly that one piece I was looking for is missing?
Looks like 8 colors and 7 shapes, so 56 different pieces. The chance of not getting a 1/56 in 99 tries is about 16.8%, assuming each piece is equally likely to be made.
I count 8 shapes, there is the circle and an oblique circle.