Do annuity rates remain steady or are they variable?

This actually depends on the annuity. A "fixed" annuity always gets you the same rate, while the rate of a "variable" annuity is indexed to some other rate, usually the federal prime rate.

Rates are variable over the long term. It is possible to lock a steady rate in but it costs more to do so.