Guy Ritchie's take on the 1992 movie brought in more than $86m (£68m) in its first three days in North America.
The film, released on the US's four-day Memorial Day weekend, is expected to earn $105m (£83m) when Monday's ticket sales are included.
This would go well beyond earlier estimates of about $80 million (£63m).