Software reliability model is an important aspect of software reliability engineering and choosing an appropriate model in the case of lacking software reliability data is the key of software reliability quantitative analysis. On the basis of the analysis of the factors affecting software reliability model, this paper presents a fuzzy comprehensive Evaluation-based approach to software reliability model option by means of fuzzy mathematics theory.