The advancement from hydrogel (HDG) to nanogel (NAG) was a remarkable transition in the field of drug delivery (DD). This breakthrough opened a vista of feasibilities for the gel to interact at the cellular spectrum and prospects for systemic administering. The formation of NAG improved stimuli sensitivity and stability while suppressing the propensity to swelling. NAGs are fabricated with varying architectures including core-shell nanoparticulates, hollow NAG, dual walled as well as yolkish shell architectures, and exhibit high prospects as advanced drug delivery systems (DDS), which is ascribed to their inherent multifunctionalities along with stability in biologically affiliated fluids. Thus, due to their inherent nanosize, NAGs can penetrate replacement tissues, unlike bigger HDGs, while simultaneously proffering elevated drug loading capability as well as encapsulation effectiveness attributed to their inherent swelling capability. Here, a comprehensive elucidation of the synthesization, nanotechnological advancements, and broad research investigations conducted recently are presented. The functions of utilizing NAG as a successful tool in biomedicals, environmental protection, smart gadgets, cell cultures, and so on, are also elucidated. Therefore, this paper presents very recently emerging trends in drug releasing capability of polymeric nanogel nanoarchitectures, with special highlight on NAG mechanisms of drug releasing, triggering-sensitive NAGs, and elucidation of varying schemes for NAG releasing profiles.