DFT-based modelling is used to describe the key hydrogenation and oligomerization reactions for acetylene on Ni-In intermetallic compounds. The promotional effect of introducing In to metallic Ni is evaluated against monometallic Ni surface. This investigation aims to unravel the characteristics of some novel intermetallic catalysts during selective hydrogenation of alkynes.