The goal was to identify and explain the differences between winners and losers of elite kickboxers and to analyse the differences in the manifestations of applied TE-TA structure during the competitive season 1995 - 2012. The sample consisted of matches held at the K1 final elimination tournament for the top sixteen fighters. Predefined samples of K-1 fights had been examined through the video and appearance of defined variables had been recorded under strictly defined protocol. Subsequently, the frequency was written down in a form suitable for further multivariate analysis. In accordance with the purpose, nonstandard situational variables were defined in kickboxing and their latent structure was determined and interpreted. Furthermore, elite kickboxing structural analysis was conducted and the impact of applied techniques and tactics on the final outcome of the fight was defined. An attempt to define the model of superior competitors’ structural efficiency through the years has also been made. Statistically significant differences were detected when comparing winners and the defeated fighters and their application of straight punch, cross moving forward and cross from stance, with assigned weight in the amount of 2 (full hit). A negative correlation was found comparing the application of defensive techniques when faced with kick from stance and moving backwards and the knee kick from stance. Statistically significant differences when comparing winners and the defeated fighters at the level of two combined techniques, namely hand block from punch in stance and hand block from kick, were also found in terms of array of frequencies, so called series. No logical trend was found in terms of potentially changed patterns in application of techniques for each year the competition was held from the aspect of winners. However, statistically significant changes have occasionally been detected. The overall structure of technical—tactical elements can be reduced to a smaller number of latent variables. Number of punches applied when moving forward exceeds the total number of punches applied from all the other moving directions.