Abstract We design a nonadaptive algorithm that, given oracle access to function which is ‐far from monotone, makes poly queries and returns an estimate with high probability, ‐approximation the distance of monotonicity. The analysis our relies on improvement directed isoperimetric inequality Khot, Minzer, Safra ( SIAM J. Comput. , 2018). Furthermore, we rule out ‐query that approximates monoto...