diff --git a/README.md b/README.md
index 7f85bb6..c9f97c0 100644
--- a/README.md
+++ b/README.md
@@ -3,4 +3,5 @@ OpenStack Stats
 
 Utility scripts for generating stats about OpenStack development.
 
+ * `openreviews.py` - Get some stats on the number and age of open reviews.
  * `reviewers.py` - See how many reviews each person has done over a period of time.
diff --git a/openreviews.py b/openreviews.py
new file mode 100755
index 0000000..159ffd7
--- /dev/null
+++ b/openreviews.py
@@ -0,0 +1,87 @@
+#!/usr/bin/python
+#
+# Copyright (C) 2011 - Soren Hansen
+# Copyright (C) 2013 - Red Hat, Inc.
+#
+
+# Licensed under the Apache License, Version 2.0 (the "License"); you may
+# not use this file except in compliance with the License. You may obtain
+# a copy of the License at
+#
+#      http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+# License for the specific language governing permissions and limitations
+# under the License.
+
+import calendar
+import datetime
+import optparse
+import os
+import os.path
+import sys
+
+import utils
+
+
+optparser = optparse.OptionParser()
+optparser.add_option('-p', '--project', default='nova.json',
+        help='JSON file describing the project to generate stats for')
+optparser.add_option('-a', '--all', action='store_true',
+        help='Generate stats across all known projects (*.json)')
+optparser.add_option('-u', '--user', default='russellb', help='gerrit user')
+optparser.add_option('-k', '--key', default=None, help='ssh key for gerrit')
+
+options, args = optparser.parse_args()
+
+projects = utils.get_projects_info(options.project, options.all)
+
+if not projects:
+    print "Please specify a project."
+    sys.exit(1)
+
+changes = utils.get_changes(projects, options.user, options.key,
+        only_open=True)
+
+waiting_on_submitter = []
+waiting_on_reviewer = []
+
+now = datetime.datetime.utcnow()
+now_ts = calendar.timegm(now.timetuple())
+
+for change in changes:
+    if 'rowCount' in change:
+        continue
+    latest_patch = change['patchSets'][-1]
+    waiting_for_review = True
+    for review in latest_patch.get('approvals', []):
+        if review['type'] == 'CRVW' and (review['value'] != '-1' or
+                                         review['value'] == '-2'):
+            waiting_for_review = False
+            break
+    change['age'] = now_ts - latest_patch['createdOn']
+    if waiting_for_review:
+        waiting_on_reviewer.append(change)
+    else:
+        waiting_on_submitter.append(change)
+
+
+def average_age(changes):
+    total_seconds = 0
+    for change in changes:
+        total_seconds += change['age']
+    avg_age = total_seconds / len(changes)
+    days = avg_age / (3600 * 24)
+    hours = (avg_age / 3600) - (days * 24)
+    minutes = (avg_age / 60) - (days * 24 * 60) - (hours * 60)
+    return '%d days, %d hours, %d minutes' % (days, hours, minutes)
+
+
+print 'Projects: %s' % [project['name'] for project in projects]
+print 'Total Open Reviews: %d' % (len(waiting_on_reviewer) +
+        len(waiting_on_submitter))
+print 'Waiting on Submitter: %d' % len(waiting_on_submitter)
+print 'Waiting on Reviewer: %d' % len(waiting_on_reviewer)
+print ' --> Average wait time: %s' % average_age(waiting_on_reviewer)
diff --git a/utils.py b/utils.py
index 786546e..d3c8dae 100644
--- a/utils.py
+++ b/utils.py
@@ -49,7 +49,7 @@ def projects_q(project):
             ')')
 
 
-def get_changes(projects, ssh_user, ssh_key):
+def get_changes(projects, ssh_user, ssh_key, only_open=False):
     all_changes = []
 
     client = paramiko.SSHClient()
@@ -59,13 +59,17 @@ def get_changes(projects, ssh_user, ssh_key):
     for project in projects:
         changes = []
 
-        pickle_fn = '%s-changes.pickle' % project['name']
+        if not only_open:
+            # Only use the cache for *all* changes (the entire history).
+            # Requesting only the open changes isn't nearly as big of a deal,
+            # so just get the current data.
+            pickle_fn = '%s-changes.pickle' % project['name']
 
-        if os.path.isfile(pickle_fn):
-            mtime = os.stat(pickle_fn).st_mtime
-            if (time.time() - mtime) <= CACHE_AGE:
-                with open(pickle_fn, 'r') as f:
-                    changes = pickle.load(f)
+            if os.path.isfile(pickle_fn):
+                mtime = os.stat(pickle_fn).st_mtime
+                if (time.time() - mtime) <= CACHE_AGE:
+                    with open(pickle_fn, 'r') as f:
+                        changes = pickle.load(f)
 
         if len(changes) == 0:
 
@@ -74,6 +78,8 @@ def get_changes(projects, ssh_user, ssh_key):
                         key_filename=ssh_key, username=ssh_user)
                 cmd = ('gerrit query %s --all-approvals --patch-sets --format JSON' %
                        projects_q(project))
+                if only_open:
+                    cmd += ' status:open'
                 if len(changes) > 0:
                     cmd += ' resume_sortkey:%s' % changes[-2]['sortKey']
                 stdin, stdout, stderr = client.exec_command(cmd)
@@ -82,8 +88,9 @@ def get_changes(projects, ssh_user, ssh_key):
                 if changes[-1]['rowCount'] == 0:
                     break
 
-            with open(pickle_fn, 'w') as f:
-                pickle.dump(changes, f)
+            if not only_open:
+                with open(pickle_fn, 'w') as f:
+                    pickle.dump(changes, f)
 
         all_changes.extend(changes)