A study conducted on German national gas generation units revealed variations in their flexibility.Over 60% of the gas generation units were classified into clusters based on their empirical flexibility.Two clusters consisted of peaker units while the other two clusters comprised non-peaker units.Non-peaker units, which are less flexible, account for more than 83% of the sample must-run generation.