For any and , let be the Dirichlet distribution with parameter α on the set . The multivariate Dirichlet diffusion is associated with the Dirichlet form
with Domain being the closure of . We prove the Nash inequality
for some constant and , where the constant p is sharp when and . This Nash inequality also holds for the corresponding Fleming-Viot process.