The invention belongs to the technical field of unmanned driving, and discloses an intelligent unmanned vehicle quantitative evaluation system. The intelligent unmanned vehicle quantitative evaluationsystem comprises a program detecting module, an electric equipment detecting module, a speed detecting module, a fault detecting module, a power consumption detecting module, a data processing module, a cloud service module, a quantitative evaluation module, a display module and a recorder module. Due to the cloud service module, the data analysis processing speed can be greatly increased, and the quantitative evaluation efficiency can be improved; meanwhile, due to the quantitative evaluation module, unmanned vehicles can be quantitatively evaluated more scientifically and accurately, the improvement direction can be found, rapid development for the unmanned vehicle technology is promoted, and therefore it is ensured that the unmanned vehicle can be safely driven under the real traffic environment.