The different numbers could be due to image stretching. QGIS visually ‘cuts off’ the upper and lower 2.5% of each image for better contrasts while ArcMap uses a different grey value scaling.
Have a look in the raster metadata in both programs and you will see that they are the same regarding minimum, mean and maximum values.