diff --git a/freqtrade/exchange/exchange.py b/freqtrade/exchange/exchange.py
index 44c593541..5f2530431 100644
--- a/freqtrade/exchange/exchange.py
+++ b/freqtrade/exchange/exchange.py
@@ -80,7 +80,6 @@ class Exchange:
         "mark_ohlcv_price": "mark",
         "mark_ohlcv_timeframe": "8h",
         "ccxt_futures_name": "swap",
-        "fee_cost_in_contracts": False,  # Fee cost needs contract conversion
         "needs_trading_fees": False,  # use fetch_trading_fees to cache fees
         "order_props_in_contracts": ['amount', 'filled', 'remaining'],
         # Override createMarketBuyOrderRequiresPrice where ccxt has it wrong
@@ -1859,9 +1858,6 @@ class Exchange:
         if fee_curr is None:
             return None
         fee_cost = float(fee['cost'])
-        if self._ft_has['fee_cost_in_contracts']:
-            # Convert cost via "contracts" conversion
-            fee_cost = self._contracts_to_amount(symbol, fee['cost'])
 
         # Calculate fee based on order details
         if fee_curr == self.get_pair_base_currency(symbol):
diff --git a/freqtrade/exchange/gate.py b/freqtrade/exchange/gate.py
index 8ea7f2b20..d36f57da7 100644
--- a/freqtrade/exchange/gate.py
+++ b/freqtrade/exchange/gate.py
@@ -33,7 +33,6 @@ class Gate(Exchange):
     _ft_has_futures: Dict = {
         "needs_trading_fees": True,
         "marketOrderRequiresPrice": False,
-        "fee_cost_in_contracts": False,  # Set explicitly to false for clarity
         "stop_price_type_field": "price_type",
         "stop_price_type_value_mapping": {
             PriceType.LAST: 0,