diff --git a/.github/workflows/test-docker.yml b/.github/workflows/test-docker.yml
index a789726079e..5376791e970 100644
--- a/.github/workflows/test-docker.yml
+++ b/.github/workflows/test-docker.yml
@@ -79,7 +79,7 @@ jobs:
         MATRIX_DOCKER: ${{ matrix.docker }}
 
     - name: Upload coverage
-      uses: codecov/codecov-action@v1
+      uses: codecov/codecov-action@v3
       with:
         flags: GHA_Docker
         name: ${{ matrix.docker }}
diff --git a/.github/workflows/test-mingw.yml b/.github/workflows/test-mingw.yml
index 7ddb71e1f68..d4bc9bde1ec 100644
--- a/.github/workflows/test-mingw.yml
+++ b/.github/workflows/test-mingw.yml
@@ -73,11 +73,11 @@ jobs:
           python3 -m pytest -vx --cov PIL --cov Tests --cov-report term --cov-report xml Tests
 
       - name: Upload coverage
-        run: |
-          python3 -m pip install codecov
-          bash <(curl -s https://codecov.io/bash) -F GHA_Windows
-        env:
-          CODECOV_NAME: ${{ matrix.name }}
+        uses: codecov/codecov-action@v3
+        with:
+          file: ./coverage.xml
+          flags: GHA_Windows
+          name: ${{ matrix.name }}
 
   success:
     permissions:
diff --git a/.github/workflows/test-windows.yml b/.github/workflows/test-windows.yml
index c04cc44bfc7..6062d401a88 100644
--- a/.github/workflows/test-windows.yml
+++ b/.github/workflows/test-windows.yml
@@ -171,7 +171,7 @@ jobs:
       shell: pwsh
 
     - name: Upload coverage
-      uses: codecov/codecov-action@v1
+      uses: codecov/codecov-action@v3
       with:
         file: ./coverage.xml
         flags: GHA_Windows
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index 5614ad5f228..7efd4651562 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -30,11 +30,6 @@ jobs:
           REVERSE: "--reverse"
         - python-version: "3.8"
           PYTHONOPTIMIZE: 2
-        # Include new variables for Codecov
-        - os: ubuntu-latest
-          codecov-flag: GHA_Ubuntu
-        - os: macos-latest
-          codecov-flag: GHA_macOS
 
     runs-on: ${{ matrix.os }}
     name: ${{ matrix.os }} Python ${{ matrix.python-version }}
@@ -107,9 +102,11 @@ jobs:
         .ci/after_success.sh
 
     - name: Upload coverage
-      run: bash <(curl -s https://codecov.io/bash) -F ${{ matrix.codecov-flag }}
-      env:
-        CODECOV_NAME: ${{ matrix.os }} Python ${{ matrix.python-version }}
+      uses: codecov/codecov-action@v3
+      with:
+        file: ./coverage.xml
+        flags: ${{ matrix.os == 'macos-latest' && 'GHA_macOS' || 'GHA_Ubuntu' }}
+        name: ${{ matrix.os }} Python ${{ matrix.python-version }}
 
   success:
     permissions: