diff --git a/freqtrade/rpc/rpc.py b/freqtrade/rpc/rpc.py
index 2a7721af0..296793930 100644
--- a/freqtrade/rpc/rpc.py
+++ b/freqtrade/rpc/rpc.py
@@ -339,7 +339,10 @@ class RPC:
             self, stake_currency: str, fiat_display_currency: str,
             start_date: datetime = datetime.fromtimestamp(0)) -> Dict[str, Any]:
         """ Returns cumulative profit statistics """
-        trades = Trade.get_trades([Trade.open_date >= start_date]).order_by(Trade.id).all()
+        trade_filter = \
+            (Trade.is_open.is_(False) & (Trade.close_date >= start_date)) | \
+            Trade.is_open.is_(True)
+        trades = Trade.get_trades(trade_filter).order_by(Trade.id).all()
 
         profit_all_coin = []
         profit_all_ratio = []