Great Olympics bounced back from their slumber last week when they pipped new boys Nations FC in the Ghana Premier League matchday seven on Saturday afternoon.
The Dade Boys needed a last night penalty goal to be able to overcome the newly-promoted side at the Accra Sports Stadium in an enthralling fixture.
Solomon Twene converted a penalty with two minutes from full-time to claim the maximum points for Olympics.
The Wonder Club moves to the top of the league standings with Saturday's victory. They have 12 points from 7 rounds of matches.
The win has also seen Olympics extended their home unbeaten streak to 15 games with 9 victories and six draws.
Nations will remain bottom of the league table after Saturday's loss as they continue to search for their first point and a goal on the road this season.
Their winless run in the Ghana Premier League will be stretched to five matches with three defeats and two drawn games.
Olympics will travel from the capital to face Bechem United in their next fixture while Nations will welcome Real Tamale United at home in Abrankese.