diff --git a/.github/workflows/continuous_integration.yml b/.github/workflows/continuous_integration.yml
index e060685c..e0776f95 100644
--- a/.github/workflows/continuous_integration.yml
+++ b/.github/workflows/continuous_integration.yml
@@ -50,6 +50,11 @@ jobs:
         uses: codecov/codecov-action@v5
         with:
           file: coverage.xml
+      - name: Upload test results to Codecov
+        if: ${{ !cancelled() }}
+        uses: codecov/test-results-action@v1
+        with:
+          token: ${{ secrets.CODECOV_TOKEN }}
 
   linting:
     name: Linting
diff --git a/tox.ini b/tox.ini
index 51c2c6a6..3400453f 100644
--- a/tox.ini
+++ b/tox.ini
@@ -45,7 +45,7 @@ allowlist_externals = flit
 commands = flit publish --setup-py
 
 [pytest]
-addopts = -v --cov-branch --cov=arrow --cov-fail-under=99 --cov-report=term-missing --cov-report=xml
+addopts = -v --cov-branch --cov=arrow --cov-fail-under=99 --cov-report=term-missing --cov-report=xml --junitxml=junit.xml -o junit_family=legacy
 testpaths = tests
 
 [isort]