From the lungs wash-out ratios of six inert gases that were intravenously administered to 26 anaesthetized normal dogs, 120 distributions of ventilation-perfusion ratios (V̇A/Q̇) were determined, using two different techniques: the 50 compartment approach developed by Wagner et al. (1974a) and a least squares curve fitting method, comparing observed and calculated inert gas data corresponding to a single log normal distribution. The latter is defined by three parameters, the (geometric) mean V̇A/Q̇, the standard deviation of log V̇A/Q̇ and s shunt fraction. A unimodal log normal fit was almost always obtained, but in 14 cases the 50 compartment approach yielded a bimodal distribution, which gave a better fit to the data in 7 cases. In almost other cases the log normal distribution fitted better; the mean V̇A/Q̇'s were about equal, but the standard deviations obtained from the log normal fit were often much less. It appears that, whereas in the log normal approach distributions of any sharpness can be fitted, the computer technique used in the 50 compartment approach, involving a smoothing algorithm, shortens and broadens any sharp and narrow peak in them. The effect of different smoothing factors in the 50 compartment approach was investigated. The PaO predicted from either distribution was about the same and somewhat less than the acute PaO, so that one model is not superior to the other in describing oxygen transfer in the lung. © 1979.