This paper tests whether firms compete by choosing quantities (Cournot competition) when quantities are measured with error. I extend Aguiar & Kashaev (2021), who introduced measurement error into the Revealed Preference test (Afriat, 1967), to the deterministic Revealed Profitability (RP) test of the Cournot model (Carvajal et al., 2013).