The present invention is based on the finding that free amino acids can both negatively or positively influence overall taste of free amino acid-based enteral nutritional compositions, and the amino acids can thus be categorized. A striking balance of both categories of amino acids to arrive at amino acid-based nutritional composition with improved taste, yet not compromising the (regulatory) dietary restrictions on essential amino acids and conditionally essential amino acids.