The J2M3 sometimes had broad blade propellers installed, but the one that was tested did not have those.
They can be recognized by corners at the root of each propeller blade. I don't know if that difference would have improved speed, but I would expect that a bigger propeller would not have been installed if it didn't help anything.
Just some photographs for a comparison.
- Ivan.