Abstract: In this paper a comparative study is has been done on JPEGmini (online service for compressing images) and a proposed algorithm for image compression. We are focusing on the Quantization method in image compression which results in the actual reduction of the size of the image. The proposed algorithm is based on modifying the Quantization method. Performance will be analyzed based upon the compression ratio and the image quality.