Although the algorithms that we will use the predict routes are representative of different classes of search algorithms, we acknowledge that our implementations are variants of the original implementations described in the literature. As such, the benchmarks presented herein should serve as an illustration of the PaRoutes framework and provide an insight into the capabilities of the AiZynthFinder software.