In this work, an untargeted metabolomic strategy based on gas chromatography mass spectrometry (GCeMS) combined with multivariate statistical techniques was used for the first time to characterize the primary metabolome of different strawberry cultivars and to study metabolite alterations in response to multiple agronomic conditions.