In this work, we introduce Summit, a framework for optimisation of chemical reactions. We present two benchmarks for reaction optimisation and compare the performance of seven strategies with various combinations of multi-objective transforms on these benchmarks. Our results show that Bayesian optimisation performs most consistently, with TSEMO showing best-in-class performance on both benchmarks.