The impact of transaction costs on different investment portfolios was studied. Without transaction costs, most portfolios performed better than just following the market. But when a 0.5% transaction cost was added, most portfolios did not outperform the market anymore. Only the entropy-weighted and diversity-weighted portfolios showed some exceptions. The equally-weighted portfolio performed worse than the market with transaction costs.