If you look through Toledo history, October 17th is the average date for a first freeze. The earlier was in mid-September with the latest first freeze ever was in mid-November.
That average first date will come and go with warm weather forecasted through the upcoming weekend. Chances are our first freeze is not that far away though. A big pattern change is coming before the end of the month.