diff --git a/.github/workflows/build.yaml b/.github/workflows/build.yaml
index f3e3280ebf4..d05fa93780c 100644
--- a/.github/workflows/build.yaml
+++ b/.github/workflows/build.yaml
@@ -139,7 +139,7 @@ jobs:
       build_type: ${{ inputs.build_type || 'branch' }}
       container_image: "rapidsai/ci-conda:26.10-latest"
       date: ${{ inputs.date }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       script: "ci/build_docs.sh"
       sha: ${{ inputs.sha }}
   publish-api-docs:
diff --git a/.github/workflows/compute-sanitizer-run.yaml b/.github/workflows/compute-sanitizer-run.yaml
index ff63e87aaa2..63abe7c1f55 100644
--- a/.github/workflows/compute-sanitizer-run.yaml
+++ b/.github/workflows/compute-sanitizer-run.yaml
@@ -45,7 +45,7 @@ jobs:
     name: Run ${{ inputs.tool_name }} on ${{ matrix.test_name }}
     needs: discover-sanitizer-tests
     if: ${{ !cancelled() }}
-    runs-on: linux-amd64-gpu-l4-latest-1
+    runs-on: linux-amd64-gpu-rtxpro6000-latest-1
     permissions:
       contents: read
     container:
diff --git a/.github/workflows/pandas-tests.yaml b/.github/workflows/pandas-tests.yaml
index b8079d9d1a7..2c249723540 100644
--- a/.github/workflows/pandas-tests.yaml
+++ b/.github/workflows/pandas-tests.yaml
@@ -58,7 +58,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       container_image: "rapidsai/citestwheel:26.10-latest"
       script: "ci/cudf_pandas_scripts/pandas-tests/run.sh main ${{ matrix.shard_id }} ${{ needs.pandas-tests-shards.outputs.num_shards }}"
       file_to_upload: ./main-results.json
diff --git a/.github/workflows/pr.yaml b/.github/workflows/pr.yaml
index 38597eb4703..5ac592a3025 100644
--- a/.github/workflows/pr.yaml
+++ b/.github/workflows/pr.yaml
@@ -497,7 +497,7 @@ jobs:
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_java
     with:
       build_type: pull-request
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_java.sh"
@@ -551,7 +551,7 @@ jobs:
     with:
       build_type: pull-request
       arch: ${{ matrix.ARCH }}
-      node_type: "gpu-l4-latest-1"
+      node_type: ${{ matrix.ARCH == 'amd64' && 'gpu-rtxpro6000-latest-1' || 'gpu-l4-latest-1' }}
       container_image: "rapidsai/ci-wheel:26.10-cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}"
       script: "ci/test_packaged_java.sh"
   conda-notebook-tests:
@@ -567,7 +567,7 @@ jobs:
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).test_notebooks
     with:
       build_type: pull-request
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_notebooks.sh"
@@ -584,7 +584,7 @@ jobs:
     if: fromJSON(needs.changed-files.outputs.changed_file_groups).build_docs
     with:
       build_type: pull-request
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/build_docs.sh"
@@ -881,7 +881,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       continue-on-error: true
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: |
@@ -902,7 +902,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       continue-on-error: true
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_cuml_compat.sh"
@@ -944,7 +944,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       container_image: "rapidsai/citestwheel:26.10-latest"
       script: "ci/cudf_pandas_scripts/pandas-tests/run.sh pr ${{ matrix.shard_id }} ${{ needs.pandas-tests-shards.outputs.num_shards }}"
       file_to_upload: ./pr-results.json
@@ -989,7 +989,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: ci/test_narwhals.sh
   spark-rapids-jni:
diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 1aaf1bdecda..5091c07f6ad 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -70,7 +70,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: ci/test_cpp_benchmarks.sh
@@ -88,7 +88,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_cpp_memcheck.sh"
@@ -157,7 +157,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_java.sh"
@@ -189,7 +189,7 @@ jobs:
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
       arch: ${{ matrix.ARCH }}
-      node_type: "gpu-l4-latest-1"
+      node_type: ${{ matrix.ARCH == 'amd64' && 'gpu-rtxpro6000-latest-1' || 'gpu-l4-latest-1' }}
       container_image: "rapidsai/ci-wheel:26.10-cuda${{ matrix.CUDA_VER }}-${{ matrix.LINUX_VER }}-py${{ matrix.PY_VER }}"
       script: "ci/test_packaged_java.sh"
   conda-notebook-tests:
@@ -206,7 +206,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       arch: "amd64"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_notebooks.sh"
@@ -271,7 +271,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: |
         ci/cudf_pandas_scripts/third-party-integration/test.sh python/cudf/cudf_pandas_tests/third_party_integration_tests/dependencies.yaml
@@ -290,7 +290,7 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       continue-on-error: true
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: "ci/test_cuml_compat.sh"
@@ -343,6 +343,6 @@ jobs:
       branch: ${{ inputs.branch }}
       date: ${{ inputs.date }}
       sha: ${{ inputs.sha }}
-      node_type: "gpu-l4-latest-1"
+      node_type: "gpu-rtxpro6000-latest-1"
       container_image: "rapidsai/ci-conda:26.10-latest"
       script: ci/test_narwhals.sh