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This paper constitutes a performance comparison of an engine fed with various mixture of gases which can be expected as a product of biomass gasification – i.e. hydrogen, carbon dioxide, carbon monoxide, and methane. The share of those components is dependent mainly upon the gasification process, and the gasified fuel type. For this reason the test station was design for easy change of the gas mixture composition. Here set of various 12 gas mixtures was taken into account for the evaluation of the engine power, cylinder temperature and fuel consumption. Statistically elaborated influence of the gas fuel composition on the parameters of engine performance constitutes the basis for the selection of the best engine, optimization of engine’s adjustments as well as development of the control algorithm for a gasification unit.