diff --git a/tox.ini b/tox.ini
index e9bfa8f..7f9a476 100644
--- a/tox.ini
+++ b/tox.ini
@@ -25,11 +25,14 @@ commands =
     stestr run {posargs}
 
 [testenv:cover]
-
+description = Calculates code coverage
+setenv =
+    PYTHON=coverage run --source monascastatsd --parallel-mode
 commands =
-  coverage erase
-  python setup.py test --coverage --testr-args='{posargs}' --coverage-package-name=monascastatsd
-  coverage report
+  stestr run {posargs}
+  coverage combine
+  coverage html -d cover
+  coverage xml -o cover/coverage.xml
 
 [testenv:debug]
 commands =