diff --git a/dependencies.yaml b/dependencies.yaml
index 01e521a42..42259096e 100644
--- a/dependencies.yaml
+++ b/dependencies.yaml
@@ -515,8 +515,28 @@ dependencies:
     #       other packages with -cu{nn}x suffixes in this file.
     #       All RAPIDS wheel builds (including in devcontainers) expect cupy to be suffixed.
     specific:
-      - output_types: [requirements, pyproject]
+      - output_types: requirements
+        matrices:
+          - matrix:
+              cuda: "12.*"
+            packages:
+              - &cupy_cu12 cupy-cuda12x>=14.0.1,!=14.1.0
+          # fallback to CUDA 13 versions if 'cuda' is '13.*' or not provided
+          - matrix:
+            packages:
+              - &cupy_cu13 cupy-cuda13x>=14.0.1,!=14.1.0
+      - output_types: pyproject
         matrices:
+          - matrix:
+              cuda: "12.*"
+              use_cuda_wheels: "false"
+            packages:
+              - *cupy_cu12
+          - matrix:
+              cuda: "13.*"
+              use_cuda_wheels: "false"
+            packages:
+              - *cupy_cu13
           - matrix:
               cuda: "12.*"
             packages: