Energy-efficient optical control of photonic device properties is crucial for diverse photonic signal processing. Here we demonstrate extremely efficient optical tuning of photonic nanocavities, with only photon-level optical energy. With a lithium niobate photonic crystal nanocavity with an optical Q up to 1.41 million and an effective mode volume down to 0.78(λ /n) 3 , we are able to achieve a resonance tuning rate of about 88.4 MHz/photon (0.67 GHz/aJ), which allows us to tune across the whole cavity resonance with only about 2.4 photons on average inside the cavity. Such a photon-level resonance tuning is of great potential for energy-efficient optical switching, wavelength routing, and reconfiguration of photonic devices/circuits that are indispensable for future photonic interconnect.Controlling photonic functionalities by purely optical means is a long-term goal of nonlinear optics, which has been pursued for decades 1-3 . Unfortunately, natural optical media generally exhibit fairly weak optical nonlinearities 4 , leading to significant optical powers required for nonlinear optical interactions. A typical approach to enhance the nonlinear optical effects is to utilize micro-/nanoscopic photonic structures to introduce strong confinement of optical waves 5,6 , which effectively increases the optical intensity and energy density to support nonlinear optical interactions. Photonic crystal nanocavities are particularly suitable for this purpose 7 , which have been applied on a variety of device platforms for optically tuning/switching the cavity properties 8-18 . However, a majority of devices developed to date still require a substantial number of photons, unless a certain quantum emitter (atom, quantum dot, defect, etc.) is incorporated into the cavity to enhance resonant dipole interactions 6 which unfortunately require sophisticated operation conditions such as high vacuum and/or cryogenic environment, challenging for implementation in a practical environment. To date, it remains a significant challenge to realize device control at room temperature and ambient environment with only photon-level optical energy, which represents the ultimate efficiency of nonlinear optics.In this paper, we report extremely efficient seamless wavelength tuning of photonic nanocavities, with an optical energy of only a couple photons, via a lithium niobate (LN) photonic crystal nanocavity that exhibits an optical Q as high as 1.41 million, the highest value reported to date for photonic crystal nanocavities made on monolithic LN platform [19][20][21][22][23][24] , to the best of our knowledge. The device simultaneously exhibits an effective mode volume as small as 0.78(λ /n) 3 (where λ is the optical wavelength in vacuum and n is the refractive index of LN). The high optical Q and the tiny effective mode volume enable us to achieve extremely efficient all-optical wavelength tuning of the device, with a resonance tuning rate as high as 88.4 MHz/photon (corresponding to 0.67 GHz/aJ), while nearly 100% preservation of the resona...