Yes but trans women on hormone replacement therapy are not as strong as cis men across the board.

Male puberty changes body composition in non-reversible ways. Muscle distribution, composition, quantity and bone density, all favor men that have gone through puberty.

Comparing them to cis men is a red herring, they aren't competing again cis men

Are they stronger than cis women?

No, they’re not. Not after about a year of HRT.