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We analyzed 27 antifungal peptides (AFPs) to understand their stability by various parameters like, stabilization centers, GROMOS, OPLS and FOLDEF force fields. Subsequently, we propose that AFP, NK-Lysin could be considered a potential candidate and also could act as a template for designing the therapeutic peptide drug against pathogenic fungi.