The combination of atomic spectroscopy, integrated photonics and microelectromechanical systems (MEMS) paves the road to the demonstration of microcell-based optical atomic clocks. Here, we report the short-term stability budget of table-top Cs microcell-stabilized lasers based on dual-frequency sub-Doppler spectroscopy (DFSDS). The dependence of the sub-Doppler resonance properties on key experimental parameters is studied. The detection noise budget and absolute phase noise measurements are in good agreement with the measured short-term frequency stability of the laser beatnote, at the level of 1.1 × 10 −12 τ −1/2 until 100 s, currently limited by the intermodulation effect from a distributed-feedback laser setup. The fractional frequency stability of the laser beatnote at 1 s is about 100 times better than those of commercial microwave chip-scale atomic clocks and validate the interest of the DFSDS approach for the development of high-performance microcell-based optical standards.