In the current thesis, methods and models for pricing commodities contracts are presented and studied. More specifically, a model which was created by Gibson and Schwartz (1990) is studied in depth, analysed and implemented using Matlab. Moreover, results of implementation are presented and analysed. Implementation is based on a large data set of more than 20 years futures prices of crude oil commodities.