Rocksalt structured chalcogenides, such as PbTe, PbSe, and SnTe, are the top candidates for midtemperature thermoelectric applications, and their p-type thermoelectric efficiencies can be enhanced via aligning the valence bands. Here, we provided comprehensive numerical investigations on the effects of band convergence on electronic properties. We found that the extra valance band can indeed significantly enhance the power factor. Nevertheless, the extra valance band can also increase the electronic thermal conductivity, which partially offsets the enhanced power factor for the overall figure of merit. Finally, we predicted that the maximum figure of merit for PbTe, PbSe, and SnTe can reach 2.2, 1.8, and 1.6, respectively, without relying on the reduction in lattice thermal conductivity. DOI: 10.1103/PhysRevB.94.161201 Thermoelectricity enables the direct conversion between heat and electricity, offering a sustainable green energy technique for power generation or refrigeration [1,2]. To realize wide applications, extensive strategies have been applied to enhance the conversion efficiency, gauged by the figure of merit (zT ), which can be expressed as zT = S 2 σ T /k, where S, σ , κ, and T are the Seebeck coefficient, electrical conductivity, thermal conductivity (including electronic κ e , lattice κ l , and bipolar κ bi components), and the working temperature, respectively [3]. Among them, band engineering is widely used to tune the electronic band structures to pursue high power factor (S 2 σ ) [4][5][6], and other use is to enhance phonon scatterings to reduce κ by involving different phonon scattering mechanisms [7,8].As dominating candidates working at midtemperature range, extensive attention has been paid to rocksalt structured chalcogenides, such as PbTe, PbSe, and SnT [9-13]. They share similar band structures, in which two extrema at the L (E V L ) and (E V ) points of the Brillouin zone are separated by an energy bias ( E = E V L − E V ), which is comparable to the band gap (E g = E C − E V L , with E C denoting the extreme of the conduction band) [14]. Since the valance band (VB ) locates further away from the Fermi level (E f ) compared with the L valance band (VB L ), the S tensor of VB is larger than that of V B L [15][16][17]. Besides, the VB band degeneracy (N ) of rocksalt structured chalcogenides is 12, much larger than that of VB L (N L = 4) [18]. In this regard, producing the convergence of VB L and VB (i.e., reducing E) may greatly enhance the thermoelectric performance, when doping is properly tuned. Experimentally, forming PbTe 1−x Se x alloys can align VB L and VB , which leads to zT up to 1.8 [19,20]. Sr doping was employed to reduce the E for PbSe [21]. On the other hand, Mn [22,23], Cd [24,25], and Hg [12] were successfully used to reduce the E for SnTe. In both PbSe and SnTe with reduced E, zT values were significantly enhanced.Despite these great achievements, there still exist several theoretical issues that need to be fully examined. First, the band * j.zou@uq.edu.au † z.chen1...