The distribution of Bombus confusus is centred on Central Europe. The species does not reach the Mediterranean peninsulae, nor the Mediterranean sea coast. It includes two very differentiated subspecies that could even be seen as species. The distribution of B. confusus paradoxus is much more restricted than the one of confusus s.s. The only recent observation of this subspecies are from Russia.
P. Rasmont