The dominance of nitro pyrazole-based explosives in the recently reported high-performing energetic materials motivated us to comprehensively investigate the energy−stability correlation among different compounds based on 3,5-dinitro pyrazoles employing various computational methods. We also explored the energetic and physicochemical properties of the overlooked 3,5-dinitro pyrazole-based compound 3,5-dinitropyrazole-4-carboxylic acid (CDNP). This study revealed that CDNP exhibits the highest thermal stability among 4-substituted-3,5dinitropyrazoles, combined with an acceptable energetic performance. These characteristics are attributed to its layered packing, strong intermolecular interactions, and the stability of its carbonyl bonds. Furthermore, the dicationic energetic salt formation of CDNP further allowed us to fine-tune the overall performance and stability. The dihydroxylammonium salt (5) of CDNP shows the best energetic performance, comparable to well-known traditional explosive TATB, with good thermal stability and low sensitivity toward impact and friction.