This perspective article outlines some of the key considerations and literature that have been published on self-discharge in electrochemical capacitors. While for some consumer applications self-discharge is not considered to be a significant issue (e.g. energy storage from regenerative breaking) in applications where the electrochemical capacitor is stored in the charged state for significant times (e.g. coupled with a battery in a cell phone), the impact on energy, power and recharging frequency of both the capacitor and battery can be significant. A description is provided here of the common methods of self-discharge study: half cell vs. full cell measurements and open-circuit potential decay versus float currents. A description of some of the models used to evaluate faradaic self-discharge is presented, with a synopsis of the important aspects of the many available charge redistribution models. An overview of the current self-discharge mechanisms for various ECs is provided, highlighting that for many systems there are significant factors of the self-discharge process which remain unknown. Finally, some future directions are anticipated for the field of self-discharge in electrochemical capacitors. While significant efforts are being made to improve the energy and power characteristics of electrochemical capacitor materials, the research into electrochemical capacitor (EC) self-discharge has lagged behind. Self-discharge is the voltage drop experienced by the EC while stored in the charged state. The term self-discharge is sometimes associated with the chemical (faradaic) reactions discharging the surface and excluding any physical processes which cause the voltage drop (e.g. charge redistribution). However, since often the mechanism causing the voltage drop is unknown, in this paper, as in many others, "self-discharge" will be used as an umbrella term encompassing both the chemical reactions and physical processes leading to the voltage drop. Where appropriate, the self-discharge mechanism will be defined in the description; for instance, the term "activationcontrolled faradaic self-discharge" will denote both the rate limitation (activation-control) and the fact that it is a faradaic chemical reaction.Often self-discharge rates are higher in ECs than in batteries, To counteract self-discharge, the EC requires frequent recharging or the application of a small constant current (a float current) to keep it fully charged. Self-discharge can significantly impact how ECs are used in commercial devices. For instance, replacing a vehicle's lead acid battery with an EC capable of a long cycle-life, is currently impractical for personal vehicles since self-discharge can result in the EC having insufficient voltage to start the vehicle, unless recharged regularly by the engine. Thus, a person who did not start their vehicle for several days (e.g. at the airport while on vacation) may find upon their return that the EC is unable to start the vehicle's engine. This issue is exacerbated in warm climates, since self-dis...