In this paper, we study moments of Hurwitz class numbers associated to imaginary quadratic orders restricted into fixed arithmetic progressions. In particular, we fix
t
t
in an arithmetic progression
t
≡
m
(
mod
M
)
t\equiv m\ \, \left ( \operatorname {mod} \, M \right )
and consider the ratio of the
2
k
2k
-th moment to the zeroeth moment for
H
(
4
n
−
t
2
)
H(4n-t^2)
as one varies
n
n
. The special case
n
=
p
r
n=p^r
yields as a consequence asymptotic formulas for moments of the trace
t
≡
m
(
mod
M
)
t\equiv m\ \, \left ( \operatorname {mod} \, M \right )
of Frobenius on elliptic curves over finite fields with
p
r
p^r
elements.