Consider the free orthogonal quantum groups $$O_N^+(F)$$
O
N
+
(
F
)
and free unitary quantum groups $$U_N^+(F)$$
U
N
+
(
F
)
with $$N \ge 3$$
N
≥
3
. In the case $$F = \text {id}_N$$
F
=
id
N
it was proved both by Isono and Fima-Vergnioux that the associated finite von Neumann algebra $$L_\infty (O_N^+)$$
L
∞
(
O
N
+
)
is strongly solid. Moreover, Isono obtains strong solidity also for $$L_\infty (U_N^+)$$
L
∞
(
U
N
+
)
. In this paper we prove for general $$F \in GL_N(\mathbb {C})$$
F
∈
G
L
N
(
C
)
that the von Neumann algebras $$L_\infty (O_N^+(F))$$
L
∞
(
O
N
+
(
F
)
)
and $$L_\infty (U_N^+(F))$$
L
∞
(
U
N
+
(
F
)
)
are strongly solid. A crucial part in our proof is the study of coarse properties of gradient bimodules associated with Dirichlet forms on these algebras and constructions of derivations due to Cipriani–Sauvageot.