diff --git a/picard/formats/apev2.py b/picard/formats/apev2.py
index 5c8db4c17..cadec49d0 100644
--- a/picard/formats/apev2.py
+++ b/picard/formats/apev2.py
@@ -97,6 +97,13 @@ class APEv2File(File):
         "musicbrainz_trackid": "musicbrainz_recordingid",
         "musicbrainz_releasetrackid": "musicbrainz_trackid",
         "Original Artist": "originalartist",
+        "REPLAYGAIN_ALBUM_GAIN": "replaygain_album_gain",
+        "REPLAYGAIN_ALBUM_PEAK": "replaygain_album_peak",
+        "REPLAYGAIN_ALBUM_RANGE": "replaygain_album_range",
+        "REPLAYGAIN_TRACK_GAIN": "replaygain_track_gain",
+        "REPLAYGAIN_TRACK_PEAK": "replaygain_track_peak",
+        "REPLAYGAIN_TRACK_RANGE": "replaygain_track_range",
+        "REPLAYGAIN_REFERENCE_LOUDNESS": "replaygain_reference_loudness",
     }
     __rtranslate = dict([(v, k) for k, v in __translate.items()])
 
diff --git a/picard/formats/asf.py b/picard/formats/asf.py
index d65f0be82..0f65eaeec 100644
--- a/picard/formats/asf.py
+++ b/picard/formats/asf.py
@@ -158,6 +158,13 @@ class ASFFile(File):
         'artists': 'WM/ARTISTS',
         'work': 'WM/Work',
         'website': 'WM/AuthorURL',
+        'replaygain_album_gain': 'REPLAYGAIN_ALBUM_GAIN',
+        'replaygain_album_peak': 'REPLAYGAIN_ALBUM_PEAK',
+        'replaygain_album_range': 'REPLAYGAIN_ALBUM_RANGE',
+        'replaygain_track_gain': 'REPLAYGAIN_TRACK_GAIN',
+        'replaygain_track_peak': 'REPLAYGAIN_TRACK_PEAK',
+        'replaygain_track_range': 'REPLAYGAIN_TRACK_RANGE',
+        'replaygain_reference_loudness': 'REPLAYGAIN_REFERENCE_LOUDNESS',
     }
     __RTRANS = dict([(b, a) for a, b in __TRANS.items()])
 
diff --git a/picard/formats/id3.py b/picard/formats/id3.py
index 8709b4bf6..80703eaa6 100644
--- a/picard/formats/id3.py
+++ b/picard/formats/id3.py
@@ -173,6 +173,13 @@ class ID3File(File):
         'WORK': 'work',
         'Writer': 'writer',
         'SHOWMOVEMENT': 'showmovement',
+        'REPLAYGAIN_ALBUM_GAIN': 'replaygain_album_gain',
+        'REPLAYGAIN_ALBUM_PEAK': 'replaygain_album_peak',
+        'REPLAYGAIN_ALBUM_RANGE': 'replaygain_album_range',
+        'REPLAYGAIN_TRACK_GAIN': 'replaygain_track_gain',
+        'REPLAYGAIN_TRACK_PEAK': 'replaygain_track_peak',
+        'REPLAYGAIN_TRACK_RANGE': 'replaygain_track_range',
+        'REPLAYGAIN_REFERENCE_LOUDNESS': 'replaygain_reference_loudness',
     }
     __rtranslate_freetext = dict([(v, k) for k, v in __translate_freetext.items()])
     __translate_freetext['writer'] = 'writer'  # For backward compatibility of case
diff --git a/picard/formats/mp4.py b/picard/formats/mp4.py
index b73008ec4..6f7636855 100644
--- a/picard/formats/mp4.py
+++ b/picard/formats/mp4.py
@@ -121,6 +121,13 @@ class MP4File(File):
         "----:com.apple.iTunes:ARTISTS": "artists",
         "----:com.apple.iTunes:WORK": "work",
         "----:com.apple.iTunes:initialkey": "key",
+        "----:com.apple.iTunes:REPLAYGAIN_ALBUM_GAIN": "replaygain_album_gain",
+        "----:com.apple.iTunes:REPLAYGAIN_ALBUM_PEAK": "replaygain_album_peak",
+        "----:com.apple.iTunes:REPLAYGAIN_ALBUM_RANGE": "replaygain_album_range",
+        "----:com.apple.iTunes:REPLAYGAIN_TRACK_GAIN": "replaygain_track_gain",
+        "----:com.apple.iTunes:REPLAYGAIN_TRACK_PEAK": "replaygain_track_peak",
+        "----:com.apple.iTunes:REPLAYGAIN_TRACK_RANGE": "replaygain_track_range",
+        "----:com.apple.iTunes:REPLAYGAIN_REFERENCE_LOUDNESS": "replaygain_reference_loudness",
     }
     __r_freeform_tags = dict([(v, k) for k, v in __freeform_tags.items()])
 
diff --git a/picard/util/tags.py b/picard/util/tags.py
index 07546bf4d..7d4d55b77 100644
--- a/picard/util/tags.py
+++ b/picard/util/tags.py
@@ -96,6 +96,13 @@ TAG_NAMES = {
     'musicbrainz_originalartistid': N_('MusicBrainz Original Artist Id'),
     'originalalbum': N_('Original Album'),
     'musicbrainz_originalalbumid': N_('MusicBrainz Original Release Id'),
+    'replaygain_album_gain': N_('ReplayGain Album Gain'),
+    'replaygain_album_peak': N_('ReplayGain Album Peak'),
+    'replaygain_album_range': N_('ReplayGain Album Range'),
+    'replaygain_track_gain': N_('ReplayGain Track Gain'),
+    'replaygain_track_peak': N_('ReplayGain Track Peak'),
+    'replaygain_track_range': N_('ReplayGain Track Range'),
+    'replaygain_reference_loudness': N_('ReplayGain Reference Loudness'),
 }
 
 PRESERVED_TAGS = [
diff --git a/test/formats/common.py b/test/formats/common.py
index 0a0c63231..31edbf2f4 100644
--- a/test/formats/common.py
+++ b/test/formats/common.py
@@ -130,6 +130,16 @@ TAGS = {
     'work': 'Foo'
 }
 
+REPLAYGAIN_TAGS = {
+    'replaygain_album_gain': '-6.48 dB',
+    'replaygain_album_peak': '0.978475',
+    'replaygain_album_range': '7.84 dB',
+    'replaygain_track_gain': '-6.16 dB',
+    'replaygain_track_peak': '0.976991',
+    'replaygain_track_range': '8.22 dB',
+    'replaygain_reference_loudness': '-18.00 LUFS',
+}
+
 
 def skipUnlessTestfile(func):
     def _decorator(self, *args, **kwargs):
@@ -190,6 +200,7 @@ class CommonTests:
         def setUp(self):
             super().setUp()
             self.tags = TAGS.copy()
+            self.replaygain_tags = REPLAYGAIN_TAGS.copy()
             self.setup_tags()
 
         def setup_tags(self):
@@ -213,6 +224,13 @@ class CommonTests:
             for (key, value) in self.tags.items():
                 self.assertEqual(loaded_metadata[key], value, '%s: %r != %r' % (key, loaded_metadata[key], value))
 
+        @skipUnlessTestfile
+        def test_replaygain_tags(self):
+            metadata = Metadata(self.replaygain_tags)
+            loaded_metadata = save_and_load_metadata(self.filename, metadata)
+            for (key, value) in self.replaygain_tags.items():
+                self.assertEqual(loaded_metadata[key], value, '%s: %r != %r' % (key, loaded_metadata[key], value))
+
         @skipUnlessTestfile
         def test_save_does_not_modify_metadata(self):
             tags = dict(self.tags)