This paper presents a comprehensive and critical comparison of 10 disinfection methods of swimming pool water: chlorination, electrochemically generated mixed oxidants (EGMO), ultraviolet (UV) irradiation, UV/chlorine, UV/hydrogen peroxide (H 2 O 2 ), UV/H 2 O 2 /chlorine, ozone (O 3 )/chlorine, O 3 /H 2 O 2 /chlorine, O 3 /UV and O 3 /UV/chlorine for the formation, control and elimination of potentially toxic disinfection byproducts (DBPs): trihalomethanes (THMs), haloacetic acids (HAAs), haloacetonitriles (HANs), trihaloacetaldehydes (THAs) and chloramines (CAMs). The statistical comparison is carried out using data on 32 swimming pools accumulated from the reviewed studies. The results indicate that O 3 /UV and O 3 /UV/chlorine are the most promising methods, as the concentration of the studied DBPs (THMs and HANs) with these methods was reduced considerably compared with chlorination, EGMO, UV irradiation, UV/chlorine and O 3 /chlorine. However, the concentration of the studied DBPs including HAAs and CAMs remained much higher with O 3 /chlorine compared with the limits set by the WHO for drinking water quality. Moreover, the enhancement in the formation of THMs, HANs and CH with UV/chlorine compared with UV irradiation and the increase in the level of HANs with O 3 /UV/chlorine compared with O 3 /UV indicate the complexity of the combined processes, which should be optimized to control the toxicity and improve the quality of swimming pool water.