diff --git a/.github/workflows/rolling-release.yml b/.github/workflows/rolling-release.yml
index f3fc60879..0899cbe80 100644
--- a/.github/workflows/rolling-release.yml
+++ b/.github/workflows/rolling-release.yml
@@ -19,7 +19,7 @@ on:
   workflow_dispatch:
 
 jobs:
-  windows-build:
+  windows-x64-build:
     name: Windows x64 Build
     runs-on: windows-2022
     timeout-minutes: 120
@@ -98,13 +98,99 @@ jobs:
       run: |
         "C:\Program Files\7-Zip\7z.exe" a -r duckstation-windows-x64-release.zip ./bin/x64/*
 
-    - name: Upload x64 release artifact
+    - name: Upload x64 Release Artifact
       uses: actions/upload-artifact@v4.3.3
       with:
-        name: "windows"
+        name: "windows-x64"
         path: "duckstation-windows-x64-release*.zip"
 
 
+  windows-x64-sse2-build:
+    name: Windows x64 SSE2 Build
+    runs-on: windows-2022
+    timeout-minutes: 120
+    steps:
+    - uses: actions/checkout@v4.1.6
+      with:
+        fetch-depth: 0
+
+    - name: Cache Dependencies
+      id: cache-deps
+      uses: actions/cache@v4.0.2
+      with:
+        path: |
+          dep/msvc/deps-arm64
+          dep/msvc/deps-x64
+        key: deps ${{ hashFiles('scripts/deps/build-dependencies-windows-arm64.bat', 'scripts/deps/build-dependencies-windows-x64.bat') }}
+
+    - name: Build x64 Dependencies
+      if: steps.cache-deps.outputs.cache-hit != 'true'
+      env:
+        DEBUG: 0
+      run: scripts/deps/build-dependencies-windows-x64.bat
+
+    - name: Build ARM64 Dependencies
+      if: steps.cache-deps.outputs.cache-hit != 'true'
+      env:
+        DEBUG: 0
+      run: scripts/deps/build-dependencies-windows-arm64.bat
+
+    - name: Initialize Build Tag
+      shell: cmd
+      run: |
+        echo #pragma once > src/scmversion/tag.h
+        echo #define SCM_RELEASE_ASSET "duckstation-windows-x64-sse2-release.zip" >> src/scmversion/tag.h
+        echo #define SCM_RELEASE_TAGS {"latest", "preview"} >> src/scmversion/tag.h
+
+    - name: Tag as Preview Release
+      if: github.ref == 'refs/heads/master'
+      shell: cmd
+      run: |
+        echo #define SCM_RELEASE_TAG "preview" >> src/scmversion/tag.h
+
+    - name: Tag as Rolling Release Build
+      if: github.ref == 'refs/heads/dev'
+      shell: cmd
+      run: |
+        echo #define SCM_RELEASE_TAG "latest" >> src/scmversion/tag.h
+
+    - name: Update RC Version Fields
+      shell: cmd
+      run: |
+        cd src\scmversion
+        call update_rc_version.bat
+        cd ..\..
+        git update-index --assume-unchanged src/duckstation-qt/duckstation-qt.rc
+
+    - name: Compile x64 Release Build
+      shell: cmd
+      run: |
+        call "C:\Program Files\Microsoft Visual Studio\2022\Enterprise\VC\Auxiliary\Build\vcvarsall.bat" x64
+        msbuild duckstation.sln -t:Build -p:Platform=x64;Configuration=ReleaseLTCG-Clang-SSE2
+
+    - name: Create x64 Symbols Archive
+      shell: cmd
+      run: |
+        "C:\Program Files\7-Zip\7z.exe" a -r duckstation-windows-x64-sse2-release-symbols.zip ./bin/x64/*.pdb
+
+    - name: Remove Extra Bloat Before Archiving
+      shell: cmd
+      run: |
+        del /Q bin\x64\*.pdb bin\x64\*.exp bin\x64\*.lib bin\x64\*.iobj bin\x64\*.ipdb bin\x64\common-tests*
+        rename bin\x64\updater-x64-ReleaseLTCG-SSE2.exe updater.exe
+
+    - name: Create x64 Release Archive
+      shell: cmd
+      run: |
+        "C:\Program Files\7-Zip\7z.exe" a -r duckstation-windows-x64-sse2-release.zip ./bin/x64/*
+
+    - name: Upload x64 Release Artifact
+      uses: actions/upload-artifact@v4.3.3
+      with:
+        name: "windows-x64-sse2"
+        path: "duckstation-windows-x64-sse2-release*.zip"
+
+
   windows-arm64-build:
     name: Windows ARM64 Build
     runs-on: windows-2022
@@ -282,7 +368,7 @@ jobs:
     - name: Initialize Build Tag
       run: |
         echo '#pragma once' > src/scmversion/tag.h
-        echo '#define SCM_RELEASE_ASSET "DuckStation-x64.AppImage"' >> src/scmversion/tag.h
+        echo '#define SCM_RELEASE_ASSET "DuckStation-x64-SSE2.AppImage"' >> src/scmversion/tag.h
         echo '#define SCM_RELEASE_TAGS {"latest", "preview"}' >> src/scmversion/tag.h
 
     - name: Tag as Preview Release
@@ -446,7 +532,7 @@ jobs:
 
 
   create-release:
-    needs: [windows-build, windows-arm64-build, linux-x64-appimage-build, linux-x64-sse2-appimage-build, linux-flatpak-build, macos-build]
+    needs: [windows-x64-build, windows-x64-sse2-build, windows-arm64-build, linux-x64-appimage-build, linux-x64-sse2-appimage-build, linux-flatpak-build, macos-build]
     runs-on: ubuntu-22.04
     if: github.ref == 'refs/heads/master' || github.ref == 'refs/heads/dev'
     steps:
@@ -467,8 +553,10 @@ jobs:
           prerelease: true
           title: "Latest Preview Build"
           files: |
-            ./artifacts/windows/duckstation-windows-x64-release.zip
-            ./artifacts/windows/duckstation-windows-x64-release-symbols.zip
+            ./artifacts/windows-x64/duckstation-windows-x64-release.zip
+            ./artifacts/windows-x64/duckstation-windows-x64-release-symbols.zip
+            ./artifacts/windows-x64-sse2/duckstation-windows-x64-sse2-release.zip
+            ./artifacts/windows-x64-sse2/duckstation-windows-x64-sse2-release-symbols.zip
             ./artifacts/windows-arm64/duckstation-windows-arm64-release.zip
             ./artifacts/windows-arm64/duckstation-windows-arm64-release-symbols.zip
             ./artifacts/linux-x64-appimage/DuckStation-x64.AppImage
@@ -485,8 +573,10 @@ jobs:
           prerelease: false
           title: "Latest Rolling Release"
           files: |
-            ./artifacts/windows/duckstation-windows-x64-release.zip
-            ./artifacts/windows/duckstation-windows-x64-release-symbols.zip
+            ./artifacts/windows-x64/duckstation-windows-x64-release.zip
+            ./artifacts/windows-x64/duckstation-windows-x64-release-symbols.zip
+            ./artifacts/windows-x64-sse2/duckstation-windows-x64-sse2-release.zip
+            ./artifacts/windows-x64-sse2/duckstation-windows-x64-sse2-release-symbols.zip
             ./artifacts/windows-arm64/duckstation-windows-arm64-release.zip
             ./artifacts/windows-arm64/duckstation-windows-arm64-release-symbols.zip
             ./artifacts/linux-x64-appimage/DuckStation-x64.AppImage