Time out is sans activity. if activity exists but is slow then you can have a very long response time.
Summary is off of raw data. Graph average is off of graph data (they may not equal that of raw data). Graph data is dependent upon your sample window size (number of seconds ) where the graphed data point is the average of samples within that sample window.
Take the numbers from the Transaction Summary page.