We investigate the effects of transverse and longitudinal collective flow on kinetic freeze-out conditions and net baryon density in 0–5% central Au+Au collisions at – GeV within the RHIC Beam Energy Scan program. Using a covariant statistical fireball model, we fit the transverse momentum spectra of protons and positive pions from STAR data to simultaneously extract the kinetic freeze-out temperature , baryon chemical potential , and transverse flow velocity , for three fixed longitudinal velocities , , and . Longitudinal flow induces a systematic upward shift in , spanning – MeV, – MeV, and – MeV for , , and , respectively, arising from a kinematic degeneracy between and in the Lorentz-invariant distribution function rather than from any hardening of the spectra. While temperatures extracted at and are broadly consistent with the QCD crossover temperature – MeV expected from lattice QCD, the values obtained at significantly exceed , suggesting that the system would no longer be described by a hadron resonance gas at these conditions and indicating that large longitudinal velocities may be physically disfavored at these collision energies. The baryon chemical potential decreases monotonically from MeV at GeV to MeV at GeV, independently of . Reconstructing the freeze-out trajectory in the plane, we identify a maximum in net baryon density at GeV, with dynamical flow enhancing the inferred baryon compression by up to 20% relative to the static limit. These results provide refined freeze-out benchmarks for future hydrodynamic modeling and for experiments at FAIR and low-energy RHIC runs.

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