Just for your information, and I understand that this may not be suitable for your group, but you can get from Andover to Southampton in just over 1 hour from Andover by train, changing at Salisbury, and the cost is £13.90 return. Bus direct to the ground.
http://www.thetrainline.com/buytickets/combinedmatrix.aspx?Command=TimeTable