The field of mathematical modelling is long established in archaeology, and since the 1970s has been frequently associated with computing through the development of increasingly complex methodologies ranging from large-scale simulations to Bayesian statistics. This article looks at the background and use of these models, and asks why there has been an apparent downturn in their use. A distrinction between 'tactical' and 'strategic' models is drawn, and number of areas of future development identified. Keywords: models; mathematics; simulation; deterministic, stochastic and Bayesian models This article will particularly interest: * students with data-based projects * archaeologists planning or undertaking programmes of data analysis * anyone interested in the development of archaeology as a discipline Key points: * explains the nature and role of mathematical models in archaeology * gives examples of how mathematical models can aid thinking about archaeological problems, and demonstrates some potential benefits * gives guidance for the formal use of mathematical models in archaeology * presents an historical account of the use of mathematical models in archaeology.