We consider random conductance models with long range jumps on \(\mathbb {Z}^d\) , where the one-step transition probability from x to y is proportional to \(w_{x,y}|x-y|^{-d-\alpha }\) with \(\alpha \in (0,2)\) . Assume that \(\{w_{x,y}\}_{(x,y)\in E}\) are independent, identically distributed and uniformly bounded non-negative random variables with \(\mathbb {E}w_{x,y}=1\) , where E is the set of all unordered pairs on \(\mathbb {Z}^d\) . We obtain a quantitative version of stochastic homogenization for these random walks, with explicit polynomial rates up to logarithmic corrections.