Hi all, I've added some airspeed velocity benchmarks for the Newton methods in scipy.optimize.zeros. You can compare them to the c-language zeros methods like brentq. The 1st test function "f1", a parabola, is similar to the c-language "f2", also a parabola. This is the PR: https://github.com/scipy/scipy/pull/8587 Thank, Mark