What factors led to the defeat of the axis powers in europe?

Therefore, the defeat of the Axis powers can be summaries by the: shortage of raw materials, the allies learning from their mistakes, the Axis powers having too much opposition, the vast combined resources of the Allied powers and the critical tactical errors.