Hydrogels of (carboxymethyl cellulose/polyacrylamide/polyprotic acids) were synthesized via gamma‐irradiation as green initiator. The polyprotic acids were used are oxalic, tartaric, citric and maleic. Effects of irradiation dose and polyprotic acids concentration on gelation (%) and swelling (%) are investigated. The swelling of hydrogels were conducted in the range of pH levels are from 1 to 12 at 37°C. The outcome hydrogels were characterized different techniques of Fourier transform infrared spectroscopy, thermal gravimetric analysis and derivative thermogravimetry, X‐ray diffraction, and scanning electron microscopy. The results confirmed the formation of respective hydrogels. Hydrogels were exploited in release of nicotinic acid as model of drug release. Dry tablets from hydrogels were fabricated as cylindrical discs. Dry hydrogels tablets were subjected to two different pH levels (i) simulated gastric fluid of pH level 1.2 and (ii) simulated intestinal fluid of pH level 7.5. The outcome results showed that there is a difference of nicotinic acid release quantity between the two pH levels. Further, different kinetic models of zero‐order, Korsmeyer–Peppas, Higuchi and Weibull were used to fit the experimental data. Through the results declared that the best fitting model was Weibull.