The alternative awarding arrangements in place in 2020 and 2021, the generous approach in 2022, and the significantly different circumstances in which exams took place in 2019 and before, mean that comparisons of attainment between years should be treated with caution and do not allow for any conclusions to be drawn on changes in education performance.