The fundamental contradiction of the Solow growth model with historic growth data is the fact that the model predicts that the growth rate of output per worker should be constant in the long run, while historic growth data shows that the growth rate has been increasing over time. This suggests that there are other factors at play that are not accounted for in the Solow growth model, such as technological progress or changes in institutions and policies, that are driving long-run growth.