OBJECTIVE 1,3,4-thiadiazole (A), 1,3,4-oxadiazole (B) and 1,2,4-triazole (C) derivatives have been known for their immense pharmacotherapeutic potential. The current research article attempts to further explore and understand the probable biochemical mechanism related to antiinflammatory activity of derivatives. METHODS The screened A, B and C derivatives were investigated for both in-vitro (Erythrocyte Membrane stabilization activity, Proteinase enzyme inhibitory activities) and in-vivo correlation using acute and chronic anti-inflammatory potential by carrageenan induced rats paw edema and cotton pellet granuloma methods, respectively. The activity was studied after interpreting acute toxicity studies results. RESULTS In vitro studies in the case of Erythrocyte Membrane stability and Proteinase enzyme inhibitory activities exhibited by A, B, and C at 100 ppm were found to be 48.89%, 51.08% and 50.08% and 66.78%, 76.91% and 57.41%, respectively. The maximum toxic dose was found to be 2000 mg/kg. The derivatives were studied for two-dose levels viz; Lower (100 mg/kg) and higher dose (200 mg/kg). In rat paw edema, maximum decrease was obtained for A (50.05%), B (50.05%) and C (51.06%) at lower and higher dose at 68.76%, 55.61%, and 65.26%, respectively for effect up to 24 h. In the chronic model of cotton pellet granuloma viz; higher and lower doses of A, B and C exhibited 38.15%, 33.19% and 30.25 % and 19.45%, 18.55% and 17.55 %, respectively. CONCLUSIONS The studied models depicted that derivatives A, B and C have the probable potential as anti-inflammatory agents. Further studies need to be undertaken to explore their potential in the different therapeutic areas.