diff --git a/src/cpu/acl/acl_convolution_utils.cpp b/src/cpu/acl/acl_convolution_utils.cpp
index b22ff7a373c..258743fc50c 100644
--- a/src/cpu/acl/acl_convolution_utils.cpp
+++ b/src/cpu/acl/acl_convolution_utils.cpp
@@ -357,11 +357,10 @@ status_t init_conf_wino(acl_conv_conf_t &acp, memory_desc_t &src_md,
     // Under these conditions, fallback to faster GEMM-based convolution
     // unless the user explicitly specifies Winograd algorithm
     // clang-format off
-    if (one_of(true, src_md.dims[2] > 112, // ih
-                src_md.dims[3] > 112, // iw
+    if (one_of(true, src_md.dims[2] < 32, // ih
+                src_md.dims[3] < 32, // iw
                 src_md.dims[1] < 64, // ic
-                dst_md.dims[1] < 64, // oc
-                dnnl_get_max_threads() > 28)
+                dst_md.dims[1] < 64) // oc
             && cd.alg_kind == alg_kind::convolution_auto) {
         return status::unimplemented;
     }