Biocompatible materials are of paramount importance in numerous fields. Unlike chemically-bridge polymer-based hydrogels, low molecular weight gelators can form a reversible hydrogel as their structure rely on non-covalent interaction. Although many applications with this type of hydrogels can be envisioned, we still lack their understanding due to the complexity of their self-assembly process and the difficulty predicting their behaviors (transition temperature, gelation kinetic, impact of solvent…). In this study, we extend the investigations of a series of nucleoside-derivatives gelators which only differ by subtle chemical modifications. Using a multi-technique approach, we determined their thermodynamic and kinetic features at various scale (molecular to macro) in different conditions. Monitored at supramolecular level by circular dichroism as well as macroscopic scales by rheology and turbidimetry, we found out that sol-gel and gel-sol transition are greatly depending on the concentration and on the mechanisms that are probed. Self-assembly kinetic depends on hydrogel molecules and is modulated by temperature and solvent. This fundamental study provides insight on the impact of some parameters on the gelation process, such as concentration, cooling rate and nature of the solvent.