According to the NOAA, August 2017 ranked 30th out of 123 using the Maximum temperature. 

A rank of 1 is coldest. A rank of 123 is warmest.

-0.87F below the 1901 to 2000 average.

4F colder than August 2011, 1936 and 1937.

The top 3.