diff --git a/docs/source/settings.rst b/docs/source/settings.rst
index 16d8961a..e293307b 100644
--- a/docs/source/settings.rst
+++ b/docs/source/settings.rst
@@ -178,6 +178,7 @@ b            response length or ``'-'`` (CLF format)
 f            referer
 a            user agent
 T            request time in seconds
+M            request time in milliseconds
 D            request time in microseconds
 L            request time in decimal seconds
 p            process ID
diff --git a/gunicorn/config.py b/gunicorn/config.py
index 6c1d1777..f220aa32 100644
--- a/gunicorn/config.py
+++ b/gunicorn/config.py
@@ -1272,6 +1272,7 @@ class AccessLogFormat(Setting):
         f            referer
         a            user agent
         T            request time in seconds
+        M            request time in milliseconds
         D            request time in microseconds
         L            request time in decimal seconds
         p            process ID
diff --git a/gunicorn/glogging.py b/gunicorn/glogging.py
index 0ee00989..b37e6847 100644
--- a/gunicorn/glogging.py
+++ b/gunicorn/glogging.py
@@ -299,6 +299,7 @@ class Logger(object):
             'a': environ.get('HTTP_USER_AGENT', '-'),
             'T': request_time.seconds,
             'D': (request_time.seconds * 1000000) + request_time.microseconds,
+            'M': (request_time.seconds * 1000) + int(request_time.microseconds/1000),
             'L': "%d.%06d" % (request_time.seconds, request_time.microseconds),
             'p': "<%s>" % os.getpid()
         }