Which is the quickest acting cancer in children?

Variable. Tumors have variable behaviors and there are no statistics like sports. Fast growing tumors in children include, glioblastoma multiforme, acute leukemia, and neuroblastoma. See this site for more info. http://www.dana-farber.org/pediatric-care/cancer-types/pediatric-cancer-types.aspx.