In view of the limitations in detecting the bearing capacity of gravel piles using the stacking method, a prefabricated intelligent leveling anchor pile static load test equipment suitable for detecting the bearing capacity of gravel piles has been developed by integrating an intelligent leveling system. The equipment capable of burying the anchor cable in the anchor pile around the test pile can provide pull-out force during the static load testing process. The intelligent leveling system is capable of automatically adjusting the angle of the reaction beam, effectively preventing it from tilting. The results of the field test demonstrate that the static load testing performed by the equipment for the anchor pile method aligns with the settlement change law determined from the static load test using the traditional stacking method. The error identified is reasonable, and the bearing capacity obtained meets the engineering design requirements. The compactness of the anchor pile after the anchor cable is pulled out does not significantly decrease, and its bearing capacity still meets the engineering design requirements. The use of this equipment for static load testing can effectively shorten the time required for equipment erection, reduce the site area needed for testing, and improve both the safety and stability of the test.