The present invention relates to a stable injectable pharmaceutical composition comprising an aqueous solution of arginine and aceclofenac in the molar ratio of arginine to aceclofenac in the range of about 1.1:1 to about 3.4:1, having pH of about 6.5 to about 8.7, wherein the said aqueous solution is lyophilized.