We used first-principles simulations to examine the magnetic, elastic, and thermoelectric properties of RbCrZ (Z = S, Se, and Te) half-Heusler alloys. Our results indicate that RbCrZ (Z = S, Se, and Te) alloys are completely spin-polarized half-metallic ferromagnets in the ground state. Elastic constants provide mechanical stability. Unlike RbCrS and RbCrSe, RbCrTe is brittle and unable to withstand thermal shocks. RbCrS is the most anisotropic material, while RbCrSe is the most isotropic. The greatest ZT values in the spin-down channel for RbCrS, RbCrSe, and RbCrTe are 0.81355, 0.62249, and 1.02846, respectively. To attain this value, the charge carrier concentration must be lowered to n = - 3.18119 × 1022 cm−3 for RbCrS, n = - 5.32817 × 1022 cm−3 for RbCrSe, and for RbCrTe, the charge carrier concentration must be enhanced to n = - 4.99321 × 1022 cm−3. The decrease of the chemical potential of RbCrS, RbCrSe, and RbCrTe by 0.02, 0.084, and 0.0329 Ryd, respectively, resulted in identical values.