Can you see that long wedge of yellow inside that shrimp? That's the 'saddle', ovaries for the female shrimp. Given the colour on the other shrimp, I'd bet that one is also female. Usually, cherry males are thinner and less colourful than the females, and wont have saddles.
That's also SOME BARGAIN you got on that Chi. Nice deal!