It depends on which gene and which species, etc.  A species like the cheetah which went through a severe bottleneck recently may be nearly homogeneous in most genes, while a species that is very diverse might have huge numbers of alleles for each gene.  Even within one species such as Homo sapiens, we have far more diversity in our MHC alleles than in most other genes, because of selection for diversity of immune system genes.