Oscilloscope and Dmm doesn't match

I noticed that on the oscilloscope you have the zero level on the centre line of the graticule - that means that you are only using half the range of the oscilloscope's ADC.

Try moving the zero level to near the bottom of the screen and go on to the next more sensitive range (500mV/div). See if that makes a difference.