Chandrupatla APS solved CHA solved both ours @ xtol (as benchmarked) 2785 153/154 2424 40/45 5209 ours @ xtol/2 (ITP's correction) 2787 153/154 2441 40/45 5228 scipy @ xtol 2787 153/154 2441 40/45 5228 best_of, as benchmarked 2785 153/154 2423 40/45 5208 best_of, corrected 2787 153/154 2441 40/45 5228 our implementation, largest final bracket width / xtol over all problems: 1000000000000.000 (everyone else stops at <= 1; a value up to 2 confirms the looser rule)