We determined that during diet‐induced obesity the TNF‐dependent prevalence of blood monocytes, and inflammatory Ly6Chigh monocytes in particular, were better predictors of indices of insulin resistance than body weight or parameters of adiposity, such as adipocyte size. The gene discussed is TNF; the disease is obesity disorder.