  We compute the divisor class group and the Picard group of projective
varieties with Hibi rings as homogeneous coordinate rings. These varieties are
precisely the toric varieties associated to order polytopes. We use tools from
the theory of toric varieties to get a description of the two groups which only
depends on combinatorial properties of the underlying poset.
