But the man many tip to be Australia's next Test captain has promised to stay, releasing a statement to explain his decision.
It also revealed he was making a huge donation, calling for other players to donate to the PM Cares Fund, kicking it off with $50,000.
"India is a country I've come to love dearly over the years and the people here are some of the warmest and kindest I've ever met,'' the statement read.
"To know so many are suffering so greatly at this time saddens me greatly.'
"There has been quite a bit of discussion over here as to whether it is appropriate for the IPL to continue while COVID-19 infection rates remain high. I'm advised that the Indian government is of the view that playing the IPL while the population is in lockdown provides a few hours of joy and respite each day at an otherwise difficult time for the country.
"As players, we are privileged to have a platform that allows us to reach millions of people that we can use for good. With that in mind, I have made a contribution to the "PM Cares Fund", specifically to purchase oxygen supplies for India's hospitals.
"I encourage my fellow IPL players – and anyone around else the world who has been touched by India's passion and generosity – to contribute. I will kick it off with $50,000.
"At times like this it is easy to feel helpless. I've certainly felt that of late. But I hope by making this public appeal we can all channel our emotions into action that will bring light into people's lives.
"I know my donation isn't much in the grand scheme of things, but I hope it will make a difference to someone."
Cummins is on a massive deal in the IPL, having broken the record for the highest contract last year when he was picked up for $A3.2 million by the Kolkata Knight Riders.
While he hasn't necessarily been the destroyer with the ball, he did pick up 30 runs in an over in a scintillating knock last week.
But his generous donation comes just days after Cummins' fiance Becky Boston revealed the pair were expecting their first child.
Social media has shared an outpouring of appreciation for the Aussie superstar.
