diff --git a/.github/workflows/github-actions.yml b/.github/workflows/github-actions.yml
index 7939d29e1..9d0978d30 100644
--- a/.github/workflows/github-actions.yml
+++ b/.github/workflows/github-actions.yml
@@ -152,12 +152,3 @@ jobs:
       - name: Run Coverage Tests
         run: ./test.sh coverage
         shell: bash
-      - name: Generate Coverage Report
-        run: ./test.sh report coverage.stumpy.xml
-        shell: bash
-      - name: Upload Coverage Tests Results
-        uses: codecov/codecov-action@v4
-        with:
-          file: ./coverage.stumpy.xml
-          verbose: true
-          token: ${{ secrets.CODECOV_TOKEN }}
diff --git a/.gitignore b/.gitignore
index 4ba903a59..c1a36735c 100644
--- a/.gitignore
+++ b/.gitignore
@@ -8,8 +8,8 @@
 LOG*
 PID
 .coverage*
-coverage.xml
-stumpy.coverage.xml
+coverage.json
+coverage.stumpy.json
 dask-worker-space
 stumpy.egg-info
 build
diff --git a/README.rst b/README.rst
index b4c8e0bc8..d34b0cc8b 100644
--- a/README.rst
+++ b/README.rst
@@ -17,8 +17,7 @@
 .. |Test Status| image:: https://github.com/stumpy-dev/stumpy/workflows/Tests/badge.svg
     :target: https://github.com/stumpy-dev/stumpy/actions?query=workflow%3ATests+branch%3Amain
     :alt: Test Status
-.. |Code Coverage| image:: https://codecov.io/gh/stumpy-dev/stumpy/graph/badge.svg?token=u0DooAbGji
-    :target: https://codecov.io/gh/stumpy-dev/stumpy
+.. |Code Coverage| image:: https://img.shields.io/badge/Coverage-100%25-green
     :alt: Code Coverage
 .. |RTD Status| image:: https://readthedocs.org/projects/stumpy/badge/?version=latest
     :target: https://stumpy.readthedocs.io/
diff --git a/test.sh b/test.sh
index 06070c7c6..796024489 100755
--- a/test.sh
+++ b/test.sh
@@ -5,7 +5,6 @@ print_mode="verbose"
 custom_testfiles=()
 max_iter=10
 site_pkgs=$(python -c 'import site; print(site.getsitepackages()[0])')
-fcoveragexml="coverage.stumpy.xml"
 # Parse command line arguments
 for var in "$@"
 do
@@ -31,8 +30,6 @@ do
         custom_testfiles+=("$var")
     elif [[ $var =~ ^[\-0-9]+$ ]]; then
         max_iter=$var
-    elif [[ "$var" == *".xml" ]]; then
-        fcoveragexml=$var
     elif [[ "$var" == "links" ]]; then
         test_mode="links"
     else
@@ -170,14 +167,7 @@ set_ray_coveragerc()
 show_coverage_report()
 {
     set_ray_coveragerc
-    coverage report -m --fail-under=100 --skip-covered --omit=fastmath.py,docstring.py,min_versions.py,ray_python_version.py $fcoveragerc
-}
-
-gen_coverage_xml_report()
-{
-    # This function saves the coverage report in Cobertura XML format, which is compatible with codecov
-    set_ray_coveragerc
-    coverage xml -o $fcoveragexml --fail-under=100 --omit=fastmath.py,docstring.py,min_versions.py,ray_python_version.py $fcoveragerc
+    coverage report --show-missing --fail-under=100 --skip-covered --omit=fastmath.py,docstring.py,min_versions.py,ray_python_version.py $fcoveragerc
 }
 
 test_custom()
@@ -384,7 +374,7 @@ elif [[ $test_mode == "report" ]]; then
     echo "Generate Coverage Report Only"
     # Assume coverage tests have already been executed
     # and a coverage file exists
-    gen_coverage_xml_report
+    show_coverage_report
 elif [[ $test_mode == "gpu" ]]; then
     echo "Executing GPU Unit Tests Only"
     test_gpu