The Rhinos have failed to finish in the top four since their last title success in 2017 but there is renewed optimism at Headingley after landing top targets such as Brodie Croft and Andy Ackers.
Betfred, rugby league's title sponsor, expects Rohan Smith's side to fight it out with perennial contenders Wigan Warriors and St Helens this season, while Warrington Wolves are fancied to enjoy a resurgence under former England captain Sam Burgess.
Leigh Leopards and Huddersfield Giants have been tipped to challenge Catalans Dragons and Hull KR for play-off places, with Hull FC given an outside chance of finishing in the top six.
Salford Red Devils, Castleford Tigers and London Broncos are expected to struggle at the wrong end of Super League.
Here is the predicted Super League table ahead of next month’s big kick-off, generated by Betfred odds.
1. Wigan Warriors
League Leaders' Shield odds: 7/4 (To win Grand Final: 2/1) Photo: Alex Whitehead/SWpix.com
2. St Helens
League Leaders' Shield odds: 3/1 (To win Grand Final: 3/1) Photo: Alex Whitehead/SWpix.com
3. Leeds Rhinos
League Leaders' Shield odds: 7/1 (To win Grand Final: 15/2) Photo: MATTHEW_MERRICK_PHOTOGRAPHY
4. Warrington Wolves
League Leaders' Shield odds: 8/1 (To win Grand Final: 8/1) Photo: Ed Sykes/SWpix.com