We consider how the nature of the dynamics affects ground state properties of ballistic quantum dots. We find that "mesoscopic Stoner fluctuations", that arise from the residual screened Coulomb interaction, are very sensitive to the degree of chaos. It leads to ground state energies and spin-polarizations whose fluctuations strongly increase as a system becomes less chaotic. The crucial features are illustrated with a model that depends on a parameter that tunes the dynamics from nearly integrable to mostly chaotic.Our interest in this letter lies in microstructures fabricated using electrostatic gates or etching that pattern a two dimensional electron gas in a semiconductor heterostructure, for example, GaAs/AlGaAs. Typically, the electronic transport mean free path is significantly larger than the dimensions of the device, and the electrons essentially travel ballistically across the microstructure. Their motion is governed by the shape of a smooth, self-consistent, steep-walled, confining potential which is often conceptualized as a quantum billiard.For many physical properties, the simplifying assumption that the dots' underlying classical dynamics are fully chaotic (hard chaos) has provided a good description of the experimental data [1,2,3,4]. It has been used to justify various hypotheses from the applicability of random matrix theory (RMT) and random plane wave modeling (RPW) to statistical assumptions applied within semiclassical mechanics [5,6,7]. Indeed, chaotic systems manifest a large variety of universal behaviors. Furthermore, chaotic quantum dots are often qualitatively very similar to diffusive ones provided the Thouless energy E T H is defined ashv F /L, where v F is the Fermi velocity and L is a typical dimension of the dot (as opposed tō hD/L 2 with D the diffusion constant). Consequently, most techniques, developed much earlier to study disordered metals (diagrammatic approaches [8], nonlinear sigma model [9]) and applied to disordered quantum dots [10,11,12], are applicable to ballistic quantum dots.Nevertheless, unlike billiards, there are no known smooth potentials which are truly, fully chaotic. Unless designed otherwise for a specific purpose (such as measuring the weak localization lineshape [13]) an odd-shaped, smooth potential generically exhibits soft chaos, i.e. significant contributions of both stable and unstable motion. The general assumption of hard chaos is unfounded.As opposed to a genuine belief that the electrons' dynamics are strongly chaotic, the implicit assumption is that for many properties the distinctions between soft and hard chaos are more subtle than spectacular. This has been shown explicitly, for instance, for the fluctuation properties of Coulomb blockade (CB) peak heights [14], or for their correlations [15]. In such circumstances, using a chaotic model allows for simpler analytic derivations without drastically altering the results.Our purpose here is to demonstrate that even this weaker assumption may, in some cases, be problematic; and that for some proper...