The BJP-led Mahayuti alliance in Maharashtra - consisting of Chief Minister Eknath Shinde's Shiv Sena and the NCP of Deputy Chief Minister Ajit Pawar, in addition to the saffron party - bounced back from a disappointing result in the general election by registering a big win in MLC polls.