Electrochemical stability and noncovalent interactions escorting the cyclic ammonium-based ionic liquids composed of N-alkyl-substituted N-methyl pyrrolidinium (P yr 1R) (R = methyl, ethyl, propyl, butyl, pentyl, hexyl) cations and four anions hexafluorophosphate (PF 6 ), tetrafluoroborate (BF 4 ), bis(trifluoromethylsulfonylimide (TFSI), and trifluoromethane sulfonate (TFO) have been analyzed using the density functional theory. Electronic structures, electrochemical window, frontier orbital energy difference (HOMO-LUMO gap), binding energies, vibrational spectra of these ion pairs were characterized. It has been established that ion pair formation is largely reigned by C HÁ Á ÁF interactions between anionic fluorine for BF 4 − and PF 6 − anions and C HÁ Á ÁO interactions between anionic oxygen for TFSI and TFO anions and pyrrolidinic proton, methyl, or alkyl group protons of the cations. The effect of alkyl chain length and pairing anions of the alkyl substituted N-methyl pyrrolidinium-based ionic liquids on the electrochemical window was investigated. The results revealed that the HOMO energy of pairing anions is the key factor to decide the electrochemical window. Further quantification of noncovalent interactions in terms of electrostatic and hydrogen bonding interactions has been brought out employing a novel method with the aid of Mulliken and Merz-Singh-Kollman charges, prevailed in pyrrolidinium-based ionic liquids. K E Y W O R D S density functional theory, electrochemical stability, HOMO-LUMO, hydrogen bonding, ionic liquid 1 | INTRODUCTION Room temperature (RT) ionic liquids (ILs) have gained considerable attention due to their unique properties such as low vapor pressure, high ionicconductivity, and wide electrochemical window and are promising candidates as electrolytes for electrochemical applications. [1,2] ILs has many energy applications such as battery technologies, [3][4][5][6][7] fuel cells, [8,9] dye sensitized solar cells, [10] thermo-electrochemical cells, [11] super capacitors, [12] actuators, [13] etc. Since the physicochemical and electrochemical properties of ILs depend on the structure of their constituent cations and anions, it is possible to tune these properties by choosing various combinations of anions and cations; this drawn the attention of researchers to design new materials for many different fields. Hence, ILs are recognized as designer solvents. [14] The synthesis and systematic thermophysical and electrochemical investigations by Neale and coworkers [15] on ethereal functionalized cyclic alkyl ammonium-based ILs established that these ILs are electrochemically more stable and are suitable for electrochemical devices such as battery systems, fuel cells, or super capacitors.