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They have much more manpower but new troops are green troops.
Maybe different regions, different ethnicities could be turned on each other, or just turn off the support from them. And Tigrayans can count on other groups supporting them, like the Oromos.
Also foreign influence (which I don't know about) can keep the war going, or closing it quick, depending on interests.