diff --git a/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1 b/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
index 81d94a20b6..12d570d4e0 100644
--- a/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
+++ b/aws/ami/windows/scripts/Installers/Install-CUDA-Tools.ps1
@@ -35,7 +35,7 @@ Switch ($cudaVersion) {
     $installerArgs += " cuda_profiler_api_$cudaVersion nvjitlink_$cudaVersion"
   }
   "12.8" {
-    $toolkitInstaller = "cuda_12.8.0_571.96_windows.exe"
+    $toolkitInstaller = "cuda_12.8.1_572.61_windows.exe"
     $cudnn_subfolder = "cudnn-windows-x86_64-9.7.1.26_cuda12-archive"
     $installerArgs += " cuda_profiler_api_$cudaVersion nvjitlink_$cudaVersion"
   }