They played in the Golden Horseshoe Conference of the Greater Ontario Junior Hockey League.
The Eagles had been one of the most dominant teams in Junior B for the previous four seasons but lacked crowd support.
After two seasons, the SWJBHL folded and the Penguins jumped to the Golden Horseshoe Junior Hockey League.
In 1986, the Alexander B's were infamously suspended from playing in the 1986–87 season in a crackdown against violence by the Ontario Hockey Association.
[citation needed] The team was rebranded the Brantford Classics in 1987 and jumped to the Mid-Western Junior Hockey League.