We study the initial ideal of binomial edge ideal in degree 2 ($[in_{<}(J_{G})]_{2}$), associated to a graph $G$. We computed dimension, depth, Castelnuovo-Mumford regularity, Hilbert function and Betti numbers of $[in_{<}(J_{G})]_{2}$ for some classes of graphs.