Plasmodium falciparum 1-deoxy-d-xylulose-5-phosphate synthase (DXP synthase) is predicted to be stable and residues forming pyrimidine binding pocket are evolutionary conserved. Comparative homology based modeling of DXP synthase is carried out using HHPred, Raptor X and (PS)2 web server and Modeller to get structural insights. Theoretical validation of model reveals that structure generated by Modeller provides better results. Presence of five cavities along with magnesium and thiamine diphosphate binding residues of DXP synthase are predicted in details. Virtual screening of ZINC database identifies ten potential compounds in thiamine diphosphate binding region of the enzyme.