The invention relates to a glass cleaner, in particular to an obstacle surmountable safety intelligent glass cleaner comprising a master control component, a cleaning component, a main fixing plate, a main suction mechanism, a travelling mechanism, a lifting mechanism, a split suction fixing mechanism, a traction winding mechanism, a power supply component and a detecting component. The master control component, the cleaning component, the main fixing plate, the main suction mechanism, the travelling mechanism, the lifting mechanism, the split suction fixing mechanism, the traction winding mechanism, the power supply component and the detecting component are all mounted on the main fixing plate. The control output end of the detecting component and the control output end of the power supply component are both connected with the control input end of the master control component. The cleaning component, the main suction mechanism, the travelling mechanism, the lifting mechanism, the split suction fixing mechanism and the traction winding mechanism are separately connected with the control output end of the master control component. The obstacle surmountable safety intelligent glass cleaner is capable of automatically surmounting raised structures such as door and window frames; as safety measures are taken, the cleaner is safer to use; with dual-unit magnetic suction cleaning and single-unit vacuum suction cleaning, the cleaner is convenient to use, is suitable for domestic glass cleaning and urban high-rise building glass exterior wall cleaning and is widely applicable.