Four key metrics

The four-metric framework was established by the early DORA research published as the 'Accelerate' book (Forsgren, Humble & Kim 2018), summarising the prior four years of survey data. DORA's empirical finding: these four metrics cluster into a small number of stable performance quartiles (elite, high, medium, low) that correlate with organisational outcomes. The framework is rigorous; the popular interpretation often isn't. DORA explicitly does not claim that improving any one metric causes elite-quartile performance — it observes that elite-quartile teams demonstrate all four. Treating the four metrics as KPIs for individuals or teams typically degrades their measurement quality (Goodhart's Law).