van Lenthe, Broer, and Rashid made comments on our 2009 paper [Song et al., J. Comput. Chem. 2009, 30, 399] by criticizing that we did not properly reference the work by Broer andNieuwpoort in 1988 [Broer and Nieuwpoort, Theor. Chim. Acta. 1988, 73, 405], and we favorably compared our valence bond self-consistent field (VBSCF) algorithm with theirs. However, both criticisms are unjustified insignificant. The Broer-Nieuwpoort algorithm, properly cited in our paper, is for the evaluations of matrix elements between determinants of nonorthogonal orbitals. Stating that this algorithm ' 'can be used for an orbital optimization' ' afterwards [van Lenthe et al., submitted] is not a plausible way to require more credits or even criticize others. While we stand by our statement that our algorithms scales at O(m The Comment by van Lenthe, Broer, and Rashid [J. H. van Lenthe, R. Broer, Z. Rashid, submitted] criticized the title paper [1] on the grounds that (1) the paper neglects to properly reference the much earlier work by Broer and Nieuwpoort, [2] who developed an algorithm to use a Fock matrix to compute a matrix element between two different determinants, and (2) the paper contains a misleading comparison with van Lenthe et al.'s valence bond self-consistent field (VBSCF) algorithm. [3] In addition, these authors made a few more remarks on our original paper. First of all, the Broer-Nieuwpoort work is ' 'concentrated on a broken symmetry approach to the description of certain excitations and ionizations in systems with spatial symmetry,' ' and their algorithm for the evaluations of matrix elements between determinants of nonorthogonal orbitals, presented in the Appendix, is based on the biorthogonal transformations.[2] In contrast, our paper discussed an algorithm for the evaluation of energy gradients, which is used for orbital optimization in valence bond theory. In the Introduction section of our paper, [1] we have clearly, properly, and correctly referenced the Broer-Nieuwpoort work (together with a few papers from other groups) with a comment that ' 'An alternative method for the evaluation of Hamiltonian matrix elements of nonorthogonal orbitals was devised by performing biorthogonal transformation of orbitals, and further expressing the formula in terms of basis functions, and in such a way, the time-consuming integral transformation from basis functions to orbitals is avoided.' ' However, in nowhere in the Broer-Nieuwpoort paper, any algorithm for orbital optimization was discussed or even mentioned. Although van Lenthe et al.'s current argument that the Broer-Nieuwport algorithm ' 'can be used for an orbital optimization' ' [J. H. van Lenthe, R. Broer, Z. Rashid, submitted] seems legitimate, this is apparently out of the scope of our discussion. Credits are given only when explicit claims with proofs have been made in the original paper.Second, the discussion of the scaling of different algorithms in our paper is valid. However, our algorithm is designed in such a way that the Fock matrix, constructed from...