To ensure the scientific and reliability evaluation result of POL support ability evaluation process, based on establishing POL support ability index system, use AHP to get the index weight and concrete the evaluation model based on cloud model and AHP. And verify it by example. The results show that the method can intuitively and accurately reflect the POL support ability, effectively overcome the impact of fuzziness and randomness on evaluation, it provides reference to evaluation of POL support ability.