The Swedish Baptist Church was organized in October 1895. The congregation built their church in 1896 on land donated by homesteader Oscar Abrahamson. It is the oldest public building in the Oulu community. The Pine Glade Cemetery is also located on this site. By 1953, the Baptist congregation had outgrown this original building and moved to the former Washington School.
A parsonage was also built at that site. Later on, the former Washington School/Baptist Church site was home to Gary and Linda Lind and Lind Well-Drilling.
A new Grace Baptist church was constructed in 1965 across the town line in the township of Hughes.
In 1995, the congregation celebrated its 100th Anniversary.