We prove that TAUT has a p-optimal proof system if and only if a logic related to least fixed-point logic captures polynomial time on all finite structures. Furthermore, we show that TAUT has no effectively p-optimal proof system if NTIME(hO(1) ) ⊆ DTIME(hO(log h) ) for every time constructible and increasing function h.