The invention relates to an oral tablet containing rivaroxaban. The tablet is prepared by adopting a powder direct mixing and tabletting method. an inventor solves partial problems and solves the problems of pitted surface, sticking, loosening tablet and disintegration and dissolution rate and stability problems through addition and replacement of a proper additives and a screening experiment, so as to obtain a novel formula of rivaroxaban tablets and a preparation method of the rivaroxaban tablets by adopting the powder direct mixing and tabletting method. Each rivaroxaban tablet comprises the following components by weight: 5-20mg of rivaroxaban, 60-80mg of lactose, 4-6mg of mannitol, 2-4mg of croscarmellose sodium, 1-3mg of citric acid, 0.5-2mg of lauryl sodium sulfate, 3-5mg of carbomer, 3-5mg of povidone K90, 3-5mg of hydroxyl propyl cellulose, 0.5-2mg of magnesium stearate and 0.5-2mg of silicon dioxide.