"'Baby' is a fantastic step in the right direction by Akshay Kumar. He is a superstar who can turn the tide in favour of sensible cinema," Gupta, who's working on his own film "Jazbaa" these days, posted on Twitter.
Directed by Neeraj Pandey, 'Baby' also features Anupam Kher and Rana Daggubati.
Gupta has high hopes from the movie, which revolves around a story about how the common man in India faces a threat from terrorists and how the government tries to prevent such attacks.
"I hope and pray 'Baby' works. They haven't gone overboard with their promotions intentionally on Akshay's say so. Smart & gutsy move (sic)," added Gupta.
The film releases Friday.