diff --git a/freqtrade/freqai/freqai_interface.py b/freqtrade/freqai/freqai_interface.py
index db66ef033..90d96ad87 100644
--- a/freqtrade/freqai/freqai_interface.py
+++ b/freqtrade/freqai/freqai_interface.py
@@ -348,7 +348,8 @@ class IFreqaiModel(ABC):
         #             f'{sorted(self.data_drawer.pair_dict.items(), key=lambda item: item[1])}')
         dh.save_data(model, coin=metadata['pair'])
 
-        self.data_drawer.pair_to_end_of_training_queue(metadata['pair'])
+        if self.data_drawer.pair_dict[metadata['pair']['priority']] == 1:
+            self.data_drawer.pair_to_end_of_training_queue(metadata['pair'])
         self.training_on_separate_thread = False
         self.retrain = False
         return