All these needs to be taken into consideration when deciding which Cypher query should be used to identify the synthesis graphs. As we have seen, the SP query performs better as compared to the FG one for query execution times on databases with multiproduct reactions, although the difference is not very pronounced. The speed boost, however comes at a sacrifice of not including all the potential synthesis routes in the synthesis graph (data not shown). However, the SP algorithm guarantees, that it will include at least one potential synthesis route into the synthesis graph, if at least one exists. In comparison, the FG query will include all potential synthesis routes in the synthesis graph as the result of the query, at a somewhat inferior performance. This provides the opportunity to the investigator to balance these factors in the synthesis route finding process.