MoSb single crystals lightly doped with Cr, Ru, or Te are studied in order to explore the interplay between superconductivity, magnetism, and the cubic-tetragonal structural transition. The structural transition at 53,K is extremely sensitive to Ru or Te substitution which introduce additional electrons, but robust against Cr substitution. No sign of a structure transition was observed in superconducting MoRuSb and MoSbTe. In contrast, 3at% Cr doping only slightly suppresses the structural transition to 48,K while leaving no trace of superconductivity above 1.8,K. Analysis of magnetic properties suggests that the interdimer interaction in MoSb is near a critical value and essential for the structural transition. All dopants suppress the superconductivity of MoSb. The tetragonal structure is not necessary for superconductivity.

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