By the reduction of alkyl halides, we get alkanes. The best alkyl halide is

The reactivity order of different alkyl halides is,As the size of halogen decreases,C-X bond length decreases,hence C—X bond strength increases,  easy of breaking of C—X bond  decreases.Therefore, C—I is very weak,hence easily undergoscleavage with H2 in presence of reducing agent.