The paper presents the results of a study carried out on a 6.3 m diameter exploratory tunnel excavated in hard rock by an open TBM. The study provides a methodology, based on photographic analysis, for the evaluation of the particle size distribution of debris produced by TBM. A number of tests was carried out on the debris collected during the TBM advancement; to provide a parameter indicative of the particle size of the debris, the coarseness index CI was defined, and compared with some parameters representative of the TBM performance, i.e. the excavation specific energy SE and the field penetration index FPI, and with the rock-mass features, such as RMR, GSI and uniaxial compression strength. The results obtained showed a clear trend between CI and some TBM performance parameters, such as SE and FPI; on the contrary, due to the rock mass fracturing, a clear relationship between CI and rock mass characteristics was not found.