Incredibly, the company accomplished that growth on top of its customers' already higher COVID-19-fueled digital transformation spend in 2020. That's impressive for any company, but especially rare for one with annual recurring revenue over $1 billion. Datadog was able to achieve this high growth while spending less on sales and marketing as a percentage of revenue, down from 37% a year ago to 28% in Q3 2021.