We investigate the Kaluza--Klein (KK) spectrum of N=1 supersymmetric gauge
theory compactified on a circle. We concentrate on a model with gauge group
SU(2) and four massless matter fields in the fundamental representation. We
derive the exact mass formula of KK modes by using Seiberg--Witten theory. From
the mass formula and the D3-brane probe realization, we determine the spectrum
of KK modes of matter fields and gauge fields. As a result, we find that the
lightest KK state of gauge fields is stable for all the vacuum moduli space,
while the lightest KK state of matter fields decays easier than other KK states
in a region of the moduli space. The region becomes small as we decrease the
five-dimensional gauge coupling constant g_5, and vanishes as we take the limit
g_5->0. This result continuously connects the known KK spectrum in the weak
coupling limit and that in the strong coupling limit.Comment: 14 pages, 8 figure