This lecture covers benchmarking techniques for photoelectrochemical hydrogen production, including spectral error, active area definition, and unintended optical effects. It also discusses efficiency benchmarking in photovoltaics versus photoelectrochemical cells, showcasing historical research cell efficiencies and the importance of accurate measurement approaches.