During the global COVID-19 pandemic, many countries have expanded the level and coverage of current social insurance and social assistance programs as well as implemented new programs. Based on three separate datasets, V-Dem V-Party dataset; fourteen structured expert interviews; and a dataset of 114 social security measures, we study the link between the welfare regime, pandemic-related social policy measures, and incumbents’ ideological stand. Does the pandemic-related social policy measures mirror the political attitudes of the incumbents? What role did the welfare regime play? We scrutinise eight OECD countries (Denmark, Finland, Germany, Netherlands, Norway, Sweden, UK, and the US) representing three different welfare regimes: corporatist-conservative countries, liberal countries, and socio-democratic countries. The key findings of this article show that the pandemic-related social policy measures did not mirror the political attitudes of the incumbents.