diff --git a/.github/workflows/linux_cuda_ci.yml b/.github/workflows/linux_cuda_ci.yml
index cae7a84f49442..de34a9c2c0250 100644
--- a/.github/workflows/linux_cuda_ci.yml
+++ b/.github/workflows/linux_cuda_ci.yml
@@ -27,9 +27,9 @@ jobs:
       build_config: Release
       architecture: x64
       dockerfile_path: tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda
-      docker_build_args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1'
-      docker_image_repo: onnxruntimecuda12manylinuxbuild
-      extra_build_flags: '--use_binskim_compliant_compile_flags --build_wheel --parallel --nvcc_threads 1 --cuda_version=12.8 --cuda_home=/usr/local/cuda-12.8 --cudnn_home=/usr/local/cuda-12.8 --enable_cuda_profiling --build_java --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 onnxruntime_BUILD_UNIT_TESTS=ON onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON'
+      docker_build_args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda13_x64_almalinux8_gcc14:20251107.1'
+      docker_image_repo: onnxruntimecuda13manylinuxbuild
+      extra_build_flags: '--use_binskim_compliant_compile_flags --build_wheel --parallel --nvcc_threads 1 --cuda_version=13.0 --cuda_home=/usr/local/cuda-13.0 --cudnn_home=/usr/local/cuda-13.0 --enable_cuda_profiling --build_java --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 onnxruntime_BUILD_UNIT_TESTS=ON onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON'
       python_path_prefix: 'PATH=/opt/python/cp310-cp310/bin:$PATH'
       run_tests: false            # <<< Do not run tests in this job
       upload_build_output: true   # <<< Upload the build/Release directory
@@ -57,8 +57,8 @@ jobs:
         id: build_docker_image_step
         with:
           dockerfile: ${{ github.workspace }}/tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda
-          image-name: ghcr.io/microsoft/onnxruntime/onnxruntimecuda12manylinuxbuild
-          build-args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1'
+          image-name: ghcr.io/microsoft/onnxruntime/onnxruntimecuda13manylinuxbuild
+          build-args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda13_x64_almalinux8_gcc14:20251107.1'
           push: true
           azure-container-registry-name: onnxruntimebuildcache
         env:
@@ -102,5 +102,5 @@ jobs:
           build_config: Release
           mode: 'test' # Set mode to test
           execution_providers: 'cuda'
-          extra_build_flags: '--use_binskim_compliant_compile_flags --cuda_version=12.8 --cuda_home=/usr/local/cuda-12.8 --cudnn_home=/usr/local/cuda-12.8 --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 onnxruntime_BUILD_UNIT_TESTS=ON onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON'
+          extra_build_flags: '--use_binskim_compliant_compile_flags --cuda_version=13.0 --cuda_home=/usr/local/cuda-13.0 --cudnn_home=/usr/local/cuda-13.0 --enable_cuda_profiling --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86 onnxruntime_BUILD_UNIT_TESTS=ON onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON'
           python_path_prefix: 'PATH=/opt/python/cp310-cp310/bin:$PATH'
diff --git a/.github/workflows/linux_cuda_plugin_ci.yml b/.github/workflows/linux_cuda_plugin_ci.yml
index 3b532c486cdfc..03550cfcd5f6b 100644
--- a/.github/workflows/linux_cuda_plugin_ci.yml
+++ b/.github/workflows/linux_cuda_plugin_ci.yml
@@ -26,16 +26,16 @@ jobs:
       build_config: Release
       architecture: x64
       dockerfile_path: tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda
-      docker_build_args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1'
-      docker_image_repo: onnxruntimecuda12manylinuxbuild
+      docker_build_args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda13_x64_almalinux8_gcc14:20251107.1'
+      docker_image_repo: onnxruntimecuda13manylinuxbuild
       extra_build_flags: >-
         --use_binskim_compliant_compile_flags
         --build_wheel
         --parallel
         --nvcc_threads 1
-        --cuda_version=12.8
-        --cuda_home=/usr/local/cuda-12.8
-        --cudnn_home=/usr/local/cuda-12.8
+        --cuda_version=13.0
+        --cuda_home=/usr/local/cuda-13.0
+        --cudnn_home=/usr/local/cuda-13.0
         --enable_cuda_profiling
         --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86
         --cmake_extra_defines onnxruntime_BUILD_CUDA_EP_AS_PLUGIN=ON
@@ -65,8 +65,8 @@ jobs:
         id: build_docker_image_step
         with:
           dockerfile: ${{ github.workspace }}/tools/ci_build/github/linux/docker/Dockerfile.manylinux2_28_cuda
-          image-name: ghcr.io/microsoft/onnxruntime/onnxruntimecuda12manylinuxbuild
-          build-args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda12_x64_almalinux8_gcc14:20251017.1'
+          image-name: ghcr.io/microsoft/onnxruntime/onnxruntimecuda13manylinuxbuild
+          build-args: '--build-arg BASEIMAGE=onnxruntimebuildcache.azurecr.io/internal/azureml/onnxruntime/build/cuda13_x64_almalinux8_gcc14:20251107.1'
           push: true
           azure-container-registry-name: onnxruntimebuildcache
         env:
diff --git a/.github/workflows/windows_cuda.yml b/.github/workflows/windows_cuda.yml
index 852d0164083c4..1a3127ae20665 100644
--- a/.github/workflows/windows_cuda.yml
+++ b/.github/workflows/windows_cuda.yml
@@ -45,10 +45,17 @@ jobs:
         working-directory: ${{ github.workspace }}
         shell: cmd
 
-      - name: Download CUDA SDK v12.8
+      - name: Download CUDA SDK v13.0
         working-directory: ${{ runner.temp }}
         run: |
-          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" .
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v13.0" .
+          dir
+        shell: pwsh
+
+      - name: Download cuDNN for CUDA 13.0
+        working-directory: ${{ runner.temp }}
+        run: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cudnn_sdk/9.14.0.64_cuda13" .
           dir
         shell: pwsh
 
@@ -56,9 +63,16 @@ jobs:
         shell: powershell
         run: |
           Write-Host "Adding CUDA to PATH"
-          Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64"
+          Write-Host "CUDA Path: $env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin\x64"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\extras\CUPTI\lib64"
+
+      - name: Add cuDNN to PATH
+        shell: powershell
+        run: |
+          Write-Host "Adding cuDNN to PATH"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\9.14.0.64_cuda13\bin"
 
       - uses: actions/setup-node@v6
         with:
@@ -115,7 +129,7 @@ jobs:
             exit $lastExitCode
           }
           # Execute the build process
-          python.exe ${{ github.workspace }}\tools\ci_build\build.py --update --build --config RelWithDebInfo --build_dir build --skip_submodule_sync --build_csharp --parallel --nvcc_threads 1 --use_binskim_compliant_compile_flags --cmake_generator "Visual Studio 17 2022" --build_shared_lib --build_wheel --build_java --use_cuda --cuda_home="$env:RUNNER_TEMP\v12.8" --enable_cuda_profiling --use_vcpkg --use_vcpkg_ms_internal_asset_cache --enable_transformers_tool_test --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86  --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON
+          python.exe ${{ github.workspace }}\tools\ci_build\build.py --update --build --config RelWithDebInfo --build_dir build --skip_submodule_sync --build_csharp --parallel --nvcc_threads 1 --use_binskim_compliant_compile_flags --cmake_generator "Visual Studio 17 2022" --build_shared_lib --build_wheel --build_java --use_cuda --cuda_home="$env:RUNNER_TEMP\v13.0" --cudnn_home="$env:RUNNER_TEMP\9.14.0.64_cuda13" --enable_cuda_profiling --use_vcpkg --use_vcpkg_ms_internal_asset_cache --enable_transformers_tool_test --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86  --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON
           if ($lastExitCode -ne 0) {
             exit $lastExitCode
           }
@@ -157,6 +171,7 @@ jobs:
     runs-on: [
       "self-hosted",
       "1ES.Pool=onnxruntime-github-Win2022-GPU-A10",
+      "1ES.ImageOverride=onnxruntime-Win-CPU-VS2022-Latest-NVMe-x64-test",
       "JobId=windows-cuda-test-${{ github.run_id }}-${{ github.run_number }}-${{ github.run_attempt }}"
     ]
     steps:
@@ -196,10 +211,17 @@ jobs:
         working-directory: ${{ github.workspace }}
         shell: cmd
 
-      - name: Download CUDA SDK v12.8
+      - name: Download CUDA SDK v13.0
         working-directory: ${{ runner.temp }}
         run: |
-          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" .
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v13.0" .
+          dir
+        shell: pwsh
+
+      - name: Download cuDNN for CUDA 13.0
+        working-directory: ${{ runner.temp }}
+        run: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cudnn_sdk/9.14.0.64_cuda13" .
           dir
         shell: pwsh
 
@@ -207,9 +229,16 @@ jobs:
         shell: powershell
         run: |
           Write-Host "Adding CUDA to PATH"
-          Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64"
+          Write-Host "CUDA Path: $env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin\x64"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\extras\CUPTI\lib64"
+
+      - name: Add cuDNN to PATH
+        shell: powershell
+        run: |
+          Write-Host "Adding cuDNN to PATH"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\9.14.0.64_cuda13\bin"
 
       - name: Set OnnxRuntimeBuildDirectory
         shell: pwsh
@@ -235,7 +264,7 @@ jobs:
             exit $lastExitCode
           }
 
-          python.exe ${{ github.workspace }}\tools\ci_build\build.py --test --config RelWithDebInfo --build_dir build --skip_submodule_sync --build_csharp --parallel --nvcc_threads 1 --use_binskim_compliant_compile_flags --cmake_generator "Visual Studio 17 2022" --build_shared_lib --build_wheel --build_java --use_cuda --cuda_home="$env:RUNNER_TEMP\v12.8" --enable_cuda_profiling --use_vcpkg --use_vcpkg_ms_internal_asset_cache --enable_transformers_tool_test --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86  --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON
+          python.exe ${{ github.workspace }}\tools\ci_build\build.py --test --config RelWithDebInfo --build_dir build --skip_submodule_sync --build_csharp --parallel --nvcc_threads 1 --use_binskim_compliant_compile_flags --cmake_generator "Visual Studio 17 2022" --build_shared_lib --build_wheel --build_java --use_cuda --cuda_home="$env:RUNNER_TEMP\v13.0" --cudnn_home="$env:RUNNER_TEMP\9.14.0.64_cuda13" --enable_cuda_profiling --use_vcpkg --use_vcpkg_ms_internal_asset_cache --enable_transformers_tool_test --cmake_extra_defines CMAKE_CUDA_ARCHITECTURES=86  --cmake_extra_defines onnxruntime_ENABLE_CUDA_EP_INTERNAL_TESTS=ON
           if ($lastExitCode -ne 0) {
             exit $lastExitCode
           }
diff --git a/.github/workflows/windows_cuda_plugin.yml b/.github/workflows/windows_cuda_plugin.yml
index 07083a5caa08a..540434d467c90 100644
--- a/.github/workflows/windows_cuda_plugin.yml
+++ b/.github/workflows/windows_cuda_plugin.yml
@@ -44,10 +44,17 @@ jobs:
         working-directory: ${{ github.workspace }}
         shell: cmd
 
-      - name: Download CUDA SDK v12.8
+      - name: Download CUDA SDK v13.0
         working-directory: ${{ runner.temp }}
         run: |
-          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" .
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v13.0" .
+          dir
+        shell: pwsh
+
+      - name: Download cuDNN for CUDA 13.0
+        working-directory: ${{ runner.temp }}
+        run: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cudnn_sdk/9.14.0.64_cuda13" .
           dir
         shell: pwsh
 
@@ -55,9 +62,16 @@ jobs:
         shell: powershell
         run: |
           Write-Host "Adding CUDA to PATH"
-          Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64"
+          Write-Host "CUDA Path: $env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin\x64"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\extras\CUPTI\lib64"
+
+      - name: Add cuDNN to PATH
+        shell: powershell
+        run: |
+          Write-Host "Adding cuDNN to PATH"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\9.14.0.64_cuda13\bin"
 
       - name: Set OnnxRuntimeBuildDirectory
         shell: pwsh
@@ -79,7 +93,8 @@ jobs:
             --build_shared_lib `
             --build_wheel `
             --use_cuda `
-            --cuda_home="$env:RUNNER_TEMP\v12.8" `
+            --cuda_home="$env:RUNNER_TEMP\v13.0" `
+            --cudnn_home="$env:RUNNER_TEMP\9.14.0.64_cuda13" `
             --skip_tests `
             --use_vcpkg `
             --use_vcpkg_ms_internal_asset_cache `
@@ -125,6 +140,7 @@ jobs:
     runs-on: [
       "self-hosted",
       "1ES.Pool=onnxruntime-github-Win2022-GPU-A10",
+      "1ES.ImageOverride=onnxruntime-Win-CPU-VS2022-Latest-NVMe-x64-test",
       "JobId=windows-cuda-plugin-test-${{ github.run_id }}-${{ github.run_number }}-${{ github.run_attempt }}"
     ]
     steps:
@@ -159,10 +175,17 @@ jobs:
         working-directory: ${{ github.workspace }}
         shell: cmd
 
-      - name: Download CUDA SDK v12.8
+      - name: Download CUDA SDK v13.0
         working-directory: ${{ runner.temp }}
         run: |
-          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v12.8" .
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cuda_sdk/v13.0" .
+          dir
+        shell: pwsh
+
+      - name: Download cuDNN for CUDA 13.0
+        working-directory: ${{ runner.temp }}
+        run: |
+          azcopy.exe cp --recursive "https://lotusscus.blob.core.windows.net/models/cudnn_sdk/9.14.0.64_cuda13" .
           dir
         shell: pwsh
 
@@ -170,9 +193,16 @@ jobs:
         shell: powershell
         run: |
           Write-Host "Adding CUDA to PATH"
-          Write-Host "CUDA Path: $env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\bin"
-          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v12.8\extras\CUPTI\lib64"
+          Write-Host "CUDA Path: $env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\bin\x64"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\v13.0\extras\CUPTI\lib64"
+
+      - name: Add cuDNN to PATH
+        shell: powershell
+        run: |
+          Write-Host "Adding cuDNN to PATH"
+          Add-Content -Path $env:GITHUB_PATH -Value "$env:RUNNER_TEMP\9.14.0.64_cuda13\bin"
 
       - name: Set OnnxRuntimeBuildDirectory
         shell: pwsh