The invention discloses a distributed automation software testing method and a platform for an AI chip platform. The platform can automatically distribute the AI software test tasks to different AI chip platform client computers through the server to run, After the test is completed, the test results are unified to the server for management, and then the environment update task is automatically published according to the requirements, and then the same test task is launched to the X86 client for a second time. The task carries out pure software running on the X86 client, and collects and manages the test results of the second time uniformly. When the two tests are finished, the results of the two tests will be automatically compared and analyzed, and the analysis results will be output. Also, tracing back to the previous two offline model changes, locating nodes or inputs to the offline model that cause errors, helps software engineers and hardware engineers troubleshoot problems.