Spin-orbit scattering suppresses Zeeman splitting of individual energy leve
ls in small metal particles. This suppression becomes significant when the
spin-orbit scattering rate tau(so)(-1) is comparable to the quantum level s
pacing delta. At small delta tau(so) the g-factor exhibits strong mesoscopi
c fluctuations. We find the shape of their distribution function using the
random matrix theory, and express its parameters in terms of physical chara
cteristics: tau(so), delta, the electron mean free path l, and the particle
size L. At delta tau(so) --> 0 the average g-factor levels off at a small
value g similar to (l/L)(1/2). However, in 2D quantum dots the g-factor is
strongly enhanced by spin-orbit coupling.