Possible the shoes are too small, or the arch position is in the wrong place for your foot (which also signifies a poor fit). If they're squeezing your feet or the arch is wrong, cramps are more likely. You can also go to a shop and have them check cleat placement.

Don't wear running shoes with platforms. The soles aren't flat, so they just don't stick well, even with an expensive pair of pedals.