An anocage coupling effect from ar edoxR u II -Pd II metal-organic cage is demonstrated for efficient photochemical H 2 production by virtue of redox-guest modulation of the photo-induced electron transfer (PET) process. Through coupling with photoredox cycle of MOC-16, tetrathiafulvalene (TTF) guests act as electron relaym ediator to improve the overall electron transfer efficiency in the hostguest system in al ong-time scale,l eading to significant promotion of visible-light driven H 2 evolution. By contrast, the presence of larger TTF-derivatives in bulk solution without host-guest interactions results in interference with PET process of MOC-16, leading to inefficient H 2 evolution. Suchi nteraction provides an example to understand the interplay between the redox-active nanocage and guest for optimization of redox events and photocatalytic activities in ac onfined chemical nanoenvironment.