I didn’t find a specific date, but in January 1960, Chicago had a day where 2.76 inches of rain fell. That’s the highest number I’ve been able to find. Perhaps if the snow eludes the area, I guess we can watch a record fall?
RC can correct me on this, if he so chooses, as he has better records in his workspace than I was able to find via Google.