We report multiconfiguration Dirac-Hartree-Fock and relativistic configuration interaction calculations on the Thallium (Tl) electron affinity, as well as on the excited energy levels arising from the ground configuration of Tl − . The results are compared with the available experimental values and further validated by extending the study to its homologous, lighter element, Indium (In), belonging to Group 13 (III.A) of the periodic table. The calculated electron affinities of In and Tl, 383.4 and 322.8 meV, agree with the latest measurements by within 1%. Three bound states 3 P 0,1,2 are confirmed in the 5s 2 5p 2 configuration of In − while only the ground state 3 P 0 is bound in the 6s 2 6p 2 configuration of Tl − . The isotope shifts on the In and Tl electron affinities are also estimated. The E2/M1 intraconfiguration radiative transition rates within 5s 2 5p 2 3 P 0,1,2 of In − are used to calculate the radiative lifetimes of the metastable 3 P 1,2 levels.