Electronic structure properties of MSi 2 , where MϭFe, Ru, or Os, in the orthorhombic  phase are investigated using the linear muffin-tin orbital method in the atomic sphere approximation. Selective substitution of Fe with Ru, Os, and Cr in -FeSi 2 is also studied. These compounds are small-gap semiconductors with theoretical energy band gaps ranging from 0.06 to 0.50 eV, with the exception of the metallic Cr-substituted disilicides. Substitution of Ru or Os for Fe in -FeSi 2 leads to a reduction of the gap width, an increase in volume of the unit cell, and a bulk modulus similar to or slightly smaller than for -FeSi 2 . Although the theoretical lattice constant of -OsSi 2 agrees well with experiment, the calculated band gap ͑0.06 eV͒ is much smaller than the band gap in -FeSi 2 . This strongly contrasts with experimental observations that suggest a larger band gap in -OsSi 2 ͑1.4 -1.8 eV͒. Consideration of a proposed metastable monoclinic form of OsSi 2 does not remedy this discrepancy, since it is found to be a semimetal.