diff --git a/qutebrowser/browser/webengine/webengineelem.py b/qutebrowser/browser/webengine/webengineelem.py
index 4df7f87b6..37a1c0a00 100644
--- a/qutebrowser/browser/webengine/webengineelem.py
+++ b/qutebrowser/browser/webengine/webengineelem.py
@@ -25,7 +25,9 @@
 from PyQt5.QtCore import QRect, Qt, QPoint, QEventLoop
 from PyQt5.QtGui import QMouseEvent
 from PyQt5.QtWidgets import QApplication
+# pylint: disable=no-name-in-module,import-error,useless-suppression
 from PyQt5.QtWebEngineWidgets import QWebEngineSettings
+# pylint: enable=no-name-in-module,import-error,useless-suppression
 
 from qutebrowser.utils import log, javascript
 from qutebrowser.browser import webelem
diff --git a/scripts/dev/check_coverage.py b/scripts/dev/check_coverage.py
index eef61b127..c876acd1a 100644
--- a/scripts/dev/check_coverage.py
+++ b/scripts/dev/check_coverage.py
@@ -166,6 +166,7 @@ PERFECT_FILES = [
 WHITELISTED_FILES = [
     'qutebrowser/browser/webkit/webkitinspector.py',
     'qutebrowser/keyinput/macros.py',
+    'qutebrowser/browser/webkit/webkitelem.py',
 ]
 
 
diff --git a/scripts/dev/freeze_tests.py b/scripts/dev/freeze_tests.py
index 9f9e2bbd2..3c7ebb761 100755
--- a/scripts/dev/freeze_tests.py
+++ b/scripts/dev/freeze_tests.py
@@ -55,7 +55,8 @@ def get_build_exe_options():
     opts = freeze.get_build_exe_options(skip_html=True)
     opts['includes'] += pytest.freeze_includes()
     opts['includes'] += ['unittest.mock', 'PyQt5.QtTest', 'hypothesis', 'bs4',
-                         'httpbin', 'jinja2.ext', 'cheroot', 'pstats', 'queue']
+                         'httpbin', 'jinja2.ext', 'cheroot', 'pstats', 'queue',
+                         'pytest-benchmark']
 
     httpbin_dir = os.path.dirname(httpbin.__file__)
     opts['include_files'] += [