Abstract Two classes of quantum-annealing-inspired-algorithms (QAIA). namely different variants of simulated coherent Ising machine and simulated bifurcation. have been proposed for efficiently solving combinatorial optimization problems recently. In order to certify the superiority of these algorithms. https://www.roneverhart.com/Whirlwind-Direct-2-Direct-Box-p14308/