The Sydney Swans are gearing up for a crucial AFL qualifying final against the Greater Western Sydney Giants at the SCG this weekend.

Historically, the Swans have struggled in finals against the Giants, losing all three encounters since 2016, including a narrow one-point defeat in 2021.

However, the Swans have shown strength this season, having defeated the Giants twice in the regular season by 29 and 27 points, which boosts their confidence.

Star forward Tom Papley, sidelined since round 20 with an ankle injury, has ramped up his training intensity and is one of several key players expected to return.

Alongside Papley, Justin McInerney, Isaac Heeney, and Tom McCartin are also potential inclusions, all of whom have been training well.

Coach John Longmire emphasized the importance of a strong squad as they approach the finals, acknowledging the contributions of all players, including veteran Taylor Adams.

Longmire also recognized the Giants as a formidable opponent, noting their impressive form with seven wins in their last eight games.

To compete effectively, the Swans will need to perform at their best, especially given the Giants' recent success.

Veteran player Luke Parker acknowledged the team's growth since their last finals loss to the Giants, expressing confidence in their development.

Key players from the Swans, including Errol Gulden and Chad Warner, have been recognized for their performances, with several selected for the All-Australian team.

As the Swans prepare for this high-stakes match, the focus remains on their current season's performances and the adjustments made by both teams in recent weeks.

This year marks a significant moment for the Swans, as they recently secured their first minor premiership in eight years, setting the stage for a competitive finals campaign.