The invention belongs to the technical field of comprehensive evaluation, in particular to an oilfield service component evaluation method based on an improved entropy weight gray correlation analysismethod. The method includes such steps as A, collecting the usage log of oilfield service component, filtering the log content and counting the information of related service component, and selectingevaluation index from said log; B, establishing an evaluation matrix according to that evaluation index data of each oilfield service component; C. according to the attribute types of each evaluationindex, different methods are selected for standardization, and the original evaluation matrix is converted into a standardized evaluation matrix; D. calculating by using that entropy value method toobtain the objective weight of each evaluation index; E. improving that grey relational analysis method by changing the calculation formula of the relational degree, and combine the index weight information to construct a comprehensive evaluation model; F. using that comprehensive evaluation model to evaluate the oilfield service components, and obtain the evaluation ranking. The invention integrates the entropy value method and the grey relational analysis method, has the advantages of objective evaluation results and less sample requirements, can be used for the evaluation of oilfield service components, realizes the measurability of the evaluation of oilfield service components, and provides an important reference for selecting high-quality oilfield service components.