diff --git a/locust/templates/index.html b/locust/templates/index.html
index 44ec05bfb6..a1464b2883 100644
--- a/locust/templates/index.html
+++ b/locust/templates/index.html
@@ -98,10 +98,10 @@ <h2>Change the locust count</h2>
                                 <th class="stats_label" href="#" data-sortkey="name">Name</th>
                                 <th class="stats_label numeric" href="#" data-sortkey="num_requests" title="Number of successful requests"># requests</th>
                                 <th class="stats_label numeric" href="#" data-sortkey="num_failures" title="Number of failures"># fails</th>
-                                <th class="stats_label numeric" href="#" data-sortkey="median_response_time" title="Median response time">Median</th>
-                                <th class="stats_label numeric" href="#" data-sortkey="avg_response_time" title="Average response time">Average</th>
-                                <th class="stats_label numeric" href="#" data-sortkey="min_response_time" title="Min response time">Min</th>
-                                <th class="stats_label numeric" href="#" data-sortkey="max_response_time" title="Max response time">Max</th>
+                                <th class="stats_label numeric" href="#" data-sortkey="median_response_time" title="Median response time">Median (ms)</th>
+                                <th class="stats_label numeric" href="#" data-sortkey="avg_response_time" title="Average response time">Average (ms)</th>
+                                <th class="stats_label numeric" href="#" data-sortkey="min_response_time" title="Min response time">Min (ms)</th>
+                                <th class="stats_label numeric" href="#" data-sortkey="max_response_time" title="Max response time">Max (ms)</th>
                                 <th class="stats_label numeric" href="#" data-sortkey="avg_content_length" title="Average response size">Content Size</th>
                                 <th class="stats_label numeric" href="#" data-sortkey="current_rps" title="Current number of requests per second"># reqs/sec</th>
                             </tr>