diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 473ad9a8d..a020754eb 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -1190,7 +1190,7 @@ class FreqtradeBot(LoggingMixin):
         latest_candle_close_date = timeframe_to_next_date(self.strategy.timeframe,
                                                           latest_candle_open_date)
         # Check if new candle
-        if order_obj and latest_candle_close_date.replace(tzinfo=None) > order_obj.order_date:
+        if order_obj and latest_candle_close_date > order_obj.order_date_utc:
             # New candle
             proposed_rate = self.exchange.get_rate(
                 trade.pair, side='entry', is_short=trade.is_short, refresh=True)