diff --git a/freqtrade/edge/__init__.py b/freqtrade/edge/__init__.py
index f5961d9b4..f7e8e5ea9 100644
--- a/freqtrade/edge/__init__.py
+++ b/freqtrade/edge/__init__.py
@@ -159,11 +159,16 @@ class Edge():
 
         return True
 
-    def stake_amount(self, pair: str, capital: float) -> float:
+    def stake_amount(self, pair: str, free_capital: float, total_capital: float) -> float:
         stoploss = self._cached_pairs[pair].stoploss
-        available_capital = capital * self._capital_percentage
+        available_capital = total_capital * self._capital_percentage
         allowed_capital_at_risk = round(available_capital * self._allowed_risk, 15)
-        position_size = abs(round((allowed_capital_at_risk / stoploss), 15))
+        max_position_size = abs(round((allowed_capital_at_risk / stoploss), 15))
+        position_size = min(max_position_size, free_capital)
+        logger.info(
+            'position size is %s for pair %s, stoploss %s and available capital of %s.',
+            position_size, pair, stoploss, available_capital
+        )
         return position_size
 
     def stoploss(self, pair: str) -> float:
diff --git a/freqtrade/freqtradebot.py b/freqtrade/freqtradebot.py
index 937fa0d3f..90f100eac 100644
--- a/freqtrade/freqtradebot.py
+++ b/freqtrade/freqtradebot.py
@@ -334,7 +334,9 @@ class FreqtradeBot(object):
         """
         if self.edge:
             stake_amount = self.edge.stake_amount(
-                pair, self.wallets.get_free(self.config['stake_currency'])
+                pair,
+                self.wallets.get_free(self.config['stake_currency']),
+                self.wallets.get_total(self.config['stake_currency'])
             )
             return stake_amount
         else:
diff --git a/freqtrade/wallets.py b/freqtrade/wallets.py
index bf6f8b027..59d8fa3da 100644
--- a/freqtrade/wallets.py
+++ b/freqtrade/wallets.py
@@ -40,6 +40,28 @@ class Wallets(object):
         else:
             return 0
 
+    def get_used(self, currency) -> float:
+
+        if self.exchange._conf['dry_run']:
+            return 999.9
+
+        balance = self.wallets.get(currency)
+        if balance and balance.used:
+            return balance.used
+        else:
+            return 0
+
+    def get_total(self, currency) -> float:
+
+        if self.exchange._conf['dry_run']:
+            return 999.9
+
+        balance = self.wallets.get(currency)
+        if balance and balance.total:
+            return balance.total
+        else:
+            return 0
+
     def update(self) -> None:
         balances = self.exchange.get_balances()