Weaker the acid, strongest is its conjugate base.
Among alkane, alkene and alkyne, alkynes are most acidic and alkanes are least acidic, so the order of base strength is $alkane > alkene > alkyne $ or $ \, \, \, \, CH_3 \, _{C}^{\ominus}H_2 > H_2C = \, _{C}^{\ominus}H > H -C \equiv _{C}^{\ominus} $