This paper sharpens the Dubins-Savage inequality for certain supermartingal
es whose conditional moment-generating functions are suitably bounded. In p
articular, sharper inequalities are derived for generalized gaussian, sub-n
ormal and sub-Poisson sequences. A related inequality due to Khan is also r
efined.