Understanding how animals fight with Lloyd Morgan's canon

► Game theory models of animal contests differ markedly in presumed cognitive ability. ► Cognitively complex rather than simple models have been commonly favoured. ► We find little evidence that animals compare relative abilities. ► Information about own displays may be impossible to gather hence precluding comparison. ► We propose a two-dimensional state space model that accounts for motivational change during contests.