The frequency stability of nanomechanical resonators (NMR) dictates the
fundamental performance limit of sensors that relate physical perturbations to
a resonance frequency shift. While the contribution of thermomechanical noise
to frequency stability was understood recently, thermal fluctuation noise has
attracted less attention despite being the ultimate performance limit of
temperature sensing. We provide a model for the frequency stability of NMR
considering both additive phase noise (i.e., thermomechanical and detection
noises) and thermal fluctuation noise. We then experimentally demonstrate
optimized NMR achieving frequency stability limited by thermal fluctuation
noise. Our work shows that current models for NMR frequency stability can be
incomplete. It also paves a way for NMR radiation detectors to reach the
unattained fundamental detectivity limit of thermal-based radiation sensing