diff --git a/.travis.yml b/.travis.yml
index e8561a7ac..67404d750 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -31,4 +31,4 @@ script:
 
 after_success:
     - pip install codecov
-    - codecov
+    - codecov -e TOX_ENV
diff --git a/runtests.py b/runtests.py
index 36a2183bd..504cd1d37 100755
--- a/runtests.py
+++ b/runtests.py
@@ -93,7 +93,11 @@ if __name__ == "__main__":
         except ValueError:
             pass
         else:
-            pytest_args = ['--cov', 'rest_framework'] + pytest_args
+            pytest_args = [
+                '--cov-report',
+                'xml',
+                '--cov',
+                'rest_framework'] + pytest_args
 
         if first_arg.startswith('-'):
             # `runtests.py [flags]`