Magnetism refers to the electromagnetic interaction, and gravitation to the gravitational. Magnetism affects magnetic materials, and gravity affects everything that lies badly.
What do you mean "and gravity affects everything that lies badly"?
The main difference seems to involve space and mass.
They probably are similar forces involving very different types of particles, maybe gravity involves a particle much smaller than an electron that has not been discovered yet.