We present strong evidence for dynamical dark energy that challenges the standard CDM model. Several dark energy scenarios are explored, including CDM, logarithmic, exponential, JBP, and BA parameterizations, along with non-flat cosmologies allowing for spatial curvature (). Our analysis supports a flat Universe with . Using MCMC techniques, we constrain these models with observational data from DESI~DR2 baryon acoustic oscillations, Type~Ia supernovae, and compressed CMB likelihoods. The results provide strong statistical evidence that , favoring dynamical dark-energy behavior consistent with a Quintom-B scenario (, , and ). We also derive upper bounds on the total neutrino mass, , using CMB + DESI~DR2 data: for CDM and for CDM. In the non-flat extensions, oCDM and oCDM, the limits relax to and , respectively. For the other models CDM, logarithmic, exponential, JBP, BA, and GEDE the constraints range between and . The effective number of relativistic species remains consistent with the standard value, , across all models. Bayesian evidence further shows that combining DES-SN5Y or Union3 supernova samples with CMB + DESI~DR2 produces measurable deviations from CDM. Although no model reaches the significance threshold, several exhibit tensions exceeding , suggesting emerging cracks in the cosmological constant paradigm.

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