The invention discloses a phase inverter for a tunneling transistor based on graphite, and a preparation method thereof. The graphene tunneling transistor comprises a source electrode, a grid electrode, a drain electrode, a graphene film, a semiconductor or metal substrate, a tunneling layer, a drain electrode insulating layer, a grid electrode insulating layer, a graphene passivation layer and adirect current bias voltage source, wherein the source electrode and a silicon substrate are connected, the drain electrode and the graphene film are connected, one tunneling layer is arranged betweenthe graphene and the substrate, and the grid electrode is arranged on the top of an electron tunneling part. If the work function of the semiconductor or metal substrate is small, the drain electrodeselects metal with a large work function, and the device is of an n type; and otherwise, the drain electrode adopts the metal with the large work function, and the device is of a p type. The p-type pipe drain electrode is connected with a high level, an n-type pipe source electrode is connected with a low level, the common grid electrode of two pipes serves as the input end of a circuit, and a p-type pipe source electrode and an n-type pipe drain electrode are connected to serve as the output end of the circuit. By use of the novel graphene tunneling transistor structure, a digital logic phase inverter with a high response rate and low static power consumption is realized.