We found that the gains from reallocation are 2.6 times larger for farms with no marketed land than for farms with only marketed land. This result emphasizes the importance of land markets for factor misallocation in agriculture that may explain the large productivity differences across countries. We also showed that the large increase in agricultural productivity associated with the efficient factor allocation would unravel a substantial process of structural change with broader implications for aggregate outcomes.