diff --git a/.github/workflows/test-wheel-linux.yml b/.github/workflows/test-wheel-linux.yml
index 4f417b6a81..78a2fa1c4f 100644
--- a/.github/workflows/test-wheel-linux.yml
+++ b/.github/workflows/test-wheel-linux.yml
@@ -57,12 +57,6 @@ jobs:
           # Read base matrix from YAML file for the specific architecture
           TEST_MATRIX=$(yq -o json ".linux[\"${MATRIX_TYPE}\"] | map(select(.ARCH == \"${ARCH}\"))" ci/test-matrix.yml)
 
-          # Add special runner for amd64 if applicable
-          if [[ "${ARCH}" == "amd64" ]]; then
-            SPECIAL_RUNNERS=$(yq -o json '.linux.special_runners.amd64' ci/test-matrix.yml)
-            TEST_MATRIX=$(echo "$TEST_MATRIX" | yq -o json ". + $SPECIAL_RUNNERS")
-          fi
-
           # Apply matrix filter and wrap in include structure
           MATRIX=$(echo "$TEST_MATRIX" | jq -c '${{ inputs.matrix_filter }} | if (. | length) > 0 then {include: .} else "Error: Empty matrix\n" | halt_error(1) end')
 
@@ -73,12 +67,12 @@ jobs:
           echo "OLD_BRANCH=${OLD_BRANCH}" >> "$GITHUB_OUTPUT"
 
   test:
-    name: py${{ matrix.PY_VER }}, ${{ matrix.CUDA_VER }}, ${{ (matrix.LOCAL_CTK == '1' && 'local') || 'wheels' }}, ${{ matrix.GPU }}
+    name: py${{ matrix.PY_VER }}, ${{ matrix.CUDA_VER }}, ${{ (matrix.LOCAL_CTK == '1' && 'local') || 'wheels' }}, ${{ matrix.GPU }}${{ matrix.GPU_COUNT != '1' && format('(x{0})', matrix.GPU_COUNT) || '' }}
     needs: compute-matrix
     strategy:
       fail-fast: false
       matrix: ${{ fromJSON(needs.compute-matrix.outputs.MATRIX) }}
-    runs-on: "linux-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
+    runs-on: "linux-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-${{ matrix.GPU_COUNT }}"
     # The build stage could fail but we want the CI to keep moving.
     if: ${{ github.repository_owner == 'nvidia' && !cancelled() }}
     # Our self-hosted runners require a container
diff --git a/.github/workflows/test-wheel-windows.yml b/.github/workflows/test-wheel-windows.yml
index eaabdf47d0..6d7164edc9 100644
--- a/.github/workflows/test-wheel-windows.yml
+++ b/.github/workflows/test-wheel-windows.yml
@@ -66,7 +66,7 @@ jobs:
       fail-fast: false
       matrix: ${{ fromJSON(needs.compute-matrix.outputs.MATRIX) }}
     if: ${{ github.repository_owner == 'nvidia' && !cancelled() }}
-    runs-on: "windows-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-1"
+    runs-on: "windows-${{ matrix.ARCH }}-gpu-${{ matrix.GPU }}-${{ matrix.DRIVER }}-${{ matrix.GPU_COUNT }}"
     steps:
       - name: Checkout ${{ github.event.repository.name }}
         uses: actions/checkout@8e8c483db84b4bee98b60c0593521ed34d9990e8  # v6.0.1
diff --git a/ci/test-matrix.yml b/ci/test-matrix.yml
index 77bcc2d3f6..81dd98f92a 100644
--- a/ci/test-matrix.yml
+++ b/ci/test-matrix.yml
@@ -8,7 +8,7 @@
 #
 # Please keep the matrices sorted in ascending order by the following:
 #
-# [ARCH, PY_VER, CUDA_VER, LOCAL_CTK, GPU, DRIVER]
+# [ARCH, PY_VER, CUDA_VER, LOCAL_CTK, GPU, GPU_COUNT, DRIVER]
 #
 # Windows entries also include DRIVER_MODE.
 #
@@ -17,62 +17,62 @@
 
 linux:
   pull-request:
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'v100', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'rtxpro6000', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'v100', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'rtxpro6000', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'rtxpro6000', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.14', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.14', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.10', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.11', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.12', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.13', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.14', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.14', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
-    - { ARCH: 'arm64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'v100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'v100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'H100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'H100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'h100',       GPU_COUNT: '2', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 't4',         GPU_COUNT: '2', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.14',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.14',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.10',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.10',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.10',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.11',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.11',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.11',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.12',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.12',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.12',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.13',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.13',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.14',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.14',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
+    - { ARCH: 'arm64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest' }
   nightly: []
-  special_runners:
-    amd64:
-      - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'H100', DRIVER: 'latest' }
-      - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'H100', DRIVER: 'latest' }
 
 windows:
   pull-request:
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'rtx2080', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'rtxpro6000', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.10', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'rtxpro6000', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'v100', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'rtx4090', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
-    - { ARCH: 'amd64', PY_VER: '3.11', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'rtx4090', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'l4', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.12', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'rtxpro6000', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.13', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'rtxpro6000', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.14', CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'v100', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.14', CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.14', CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
-    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
-    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'rtx2080',    GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.10',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'v100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'rtx4090',    GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
+    - { ARCH: 'amd64', PY_VER: '3.11',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'rtx4090',    GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'WDDM' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.12',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.13',  CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'rtxpro6000', GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.14',  CUDA_VER: '12.9.1', LOCAL_CTK: '0', GPU: 'v100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.14',  CUDA_VER: '13.0.2', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.14',  CUDA_VER: '13.1.0', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '12.9.1', LOCAL_CTK: '1', GPU: 'l4',         GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'TCC' }
+    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.0.2', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
+    - { ARCH: 'amd64', PY_VER: '3.14t', CUDA_VER: '13.1.0', LOCAL_CTK: '0', GPU: 'a100',       GPU_COUNT: '1', DRIVER: 'latest', DRIVER_MODE: 'MCDM' }
   nightly: []
diff --git a/cuda_core/examples/simple_multi_gpu_example.py b/cuda_core/examples/simple_multi_gpu_example.py
index 438a21c808..497a4309cf 100644
--- a/cuda_core/examples/simple_multi_gpu_example.py
+++ b/cuda_core/examples/simple_multi_gpu_example.py
@@ -88,8 +88,9 @@ def __cuda_stream__(self):
 # Allocate memory on GPU 0
 # Note: This runs on CuPy's current stream for GPU 0
 dev0.set_current()
-a = cp.random.random(size, dtype=dtype)
-b = cp.random.random(size, dtype=dtype)
+rng = cp.random.default_rng()
+a = rng.random(size, dtype=dtype)
+b = rng.random(size, dtype=dtype)
 c = cp.empty_like(a)
 cp_stream0 = dev0.create_stream(StreamAdaptor(cp.cuda.get_current_stream()))
 
@@ -103,8 +104,9 @@ def __cuda_stream__(self):
 # Allocate memory on GPU 1
 # Note: This runs on CuPy's current stream for GPU 1.
 dev1.set_current()
-x = cp.random.random(size, dtype=dtype)
-y = cp.random.random(size, dtype=dtype)
+rng = cp.random.default_rng()
+x = rng.random(size, dtype=dtype)
+y = rng.random(size, dtype=dtype)
 z = cp.empty_like(a)
 cp_stream1 = dev1.create_stream(StreamAdaptor(cp.cuda.get_current_stream()))