diff --git a/docs/rest-api.md b/docs/rest-api.md
index 7726ab875..9bb35ce91 100644
--- a/docs/rest-api.md
+++ b/docs/rest-api.md
@@ -127,6 +127,7 @@ python3 scripts/rest_client.py --config rest_config.json <command> [optional par
 | `performance` | Show performance of each finished trade grouped by pair.
 | `balance` | Show account balance per currency.
 | `daily <n>` | Shows profit or loss per day, over the last n days (n defaults to 7).
+| `stats` | Display a summary of profit / loss reasons as well as average holding times.
 | `whitelist` | Show the current whitelist.
 | `blacklist [pair]` | Show the current blacklist, or adds a pair to the blacklist.
 | `edge` | Show validated pairs by Edge if it is enabled.
@@ -229,6 +230,9 @@ show_config
 start
 	Start the bot if it's in the stopped state.
 
+stats
+	Return the stats report (durations, sell-reasons).
+
 status
 	Get the status of open trades.
 
diff --git a/freqtrade/rpc/api_server.py b/freqtrade/rpc/api_server.py
index 8c2c203e6..c86aa1fa7 100644
--- a/freqtrade/rpc/api_server.py
+++ b/freqtrade/rpc/api_server.py
@@ -198,6 +198,8 @@ class ApiServer(RPC):
         self.app.add_url_rule(f'{BASE_URI}/logs', 'log', view_func=self._get_logs, methods=['GET'])
         self.app.add_url_rule(f'{BASE_URI}/profit', 'profit',
                               view_func=self._profit, methods=['GET'])
+        self.app.add_url_rule(f'{BASE_URI}/stats', 'stats',
+                              view_func=self._stats, methods=['GET'])
         self.app.add_url_rule(f'{BASE_URI}/performance', 'performance',
                               view_func=self._performance, methods=['GET'])
         self.app.add_url_rule(f'{BASE_URI}/status', 'status',
@@ -417,6 +419,18 @@ class ApiServer(RPC):
 
         return jsonify(stats)
 
+    @require_login
+    @rpc_catch_errors
+    def _stats(self):
+        """
+        Handler for /stats.
+        Returns a Object with "durations" and "sell_reasons" as keys.
+        """
+
+        stats = self._rpc_stats()
+
+        return jsonify(stats)
+
     @require_login
     @rpc_catch_errors
     def _performance(self):
diff --git a/scripts/rest_client.py b/scripts/rest_client.py
index 268e81397..2232b8421 100755
--- a/scripts/rest_client.py
+++ b/scripts/rest_client.py
@@ -139,6 +139,13 @@ class FtRestClient():
         """
         return self._get("profit")
 
+    def stats(self):
+        """Return the stats report (durations, sell-reasons).
+
+        :return: json object
+        """
+        return self._get("stats")
+
     def performance(self):
         """Return the performance of the different coins.
 
diff --git a/tests/rpc/test_rpc_apiserver.py b/tests/rpc/test_rpc_apiserver.py
index 0dc43474f..2daa32bc7 100644
--- a/tests/rpc/test_rpc_apiserver.py
+++ b/tests/rpc/test_rpc_apiserver.py
@@ -559,6 +559,35 @@ def test_api_profit(botclient, mocker, ticker, fee, markets, limit_buy_order, li
                        }
 
 
+@pytest.mark.usefixtures("init_persistence")
+def test_api_stats(botclient, mocker, ticker, fee, markets,):
+    ftbot, client = botclient
+    patch_get_signal(ftbot, (True, False))
+    mocker.patch.multiple(
+        'freqtrade.exchange.Exchange',
+        get_balances=MagicMock(return_value=ticker),
+        fetch_ticker=ticker,
+        get_fee=fee,
+        markets=PropertyMock(return_value=markets)
+    )
+
+    rc = client_get(client, f"{BASE_URI}/stats")
+    assert_response(rc, 200)
+    assert 'durations' in rc.json
+    assert 'sell_reasons' in rc.json
+
+    create_mock_trades(fee)
+
+    rc = client_get(client, f"{BASE_URI}/stats")
+    assert_response(rc, 200)
+    assert 'durations' in rc.json
+    assert 'sell_reasons' in rc.json
+
+    assert 'wins' in rc.json['durations']
+    assert 'losses' in rc.json['durations']
+    assert 'draws' in rc.json['durations']
+
+
 def test_api_performance(botclient, mocker, ticker, fee):
     ftbot, client = botclient
     patch_get_signal(ftbot, (True, False))