diff --git a/freqtrade/data/btanalysis/trade_parallelism.py b/freqtrade/data/btanalysis/trade_parallelism.py
index 82cc043b1..f69cb4e80 100644
--- a/freqtrade/data/btanalysis/trade_parallelism.py
+++ b/freqtrade/data/btanalysis/trade_parallelism.py
@@ -93,13 +93,16 @@ def balance_distribution_over_time(
     min_date_res = timeframe_to_prev_date(timeframe, min_date)
     max_date_res = timeframe_to_prev_date(timeframe, max_date)
     index = pd.date_range(min_date_res, max_date_res, freq=timeframe_to_resample_freq(timeframe))
-    df = pd.DataFrame(index=index)
+    pairs_lev = [f"{pair}_leverage" for pair in pairlist]
+    df = pd.DataFrame(index=index, columns=[stake_currency] + pairlist + pairs_lev, dtype=float)
     df[stake_currency] = float(start_balance)
     df[pairlist] = 0.0
+    df[pairs_lev] = np.nan
     for trade in trades.sort_values(by=["open_date"]).itertuples():
         end_date = trade.close_date if trade.close_date is not pd.NaT else None
         # Exclude open orders - these won't have order_filled_timestamp set.
         orders = [o for o in trade.orders if o["order_filled_timestamp"]]
+        df.loc[trade.open_date : end_date, f"{trade.pair}_leverage"] = trade.leverage
         for order in sorted(orders, key=lambda x: x["order_filled_timestamp"]):
             filled_at = pd.Timestamp(dt_from_ts(order["order_filled_timestamp"]))
             real_amount = order.get("filled", order["amount"]) / trade.leverage
diff --git a/freqtrade/util/migrations/migrate_wallet_history.py b/freqtrade/util/migrations/migrate_wallet_history.py
index 9693dfd7d..a03ac8c70 100644
--- a/freqtrade/util/migrations/migrate_wallet_history.py
+++ b/freqtrade/util/migrations/migrate_wallet_history.py
@@ -81,6 +81,9 @@ def _migrate_wallet_history(config: Config, exchange: Exchange, starting_balance
     # Assume the first column is the index (date)
     stake_idx = balance_dist.columns.get_loc(stake_currency)
     pair_balance_idx = {pair: balance_dist.columns.get_loc(pair) + 1 for pair in pairlist_valid}
+    pair_leverage_idx = {
+        pair: balance_dist.columns.get_loc(f"{pair}_leverage") + 1 for pair in pairlist_valid
+    }
     pair_price_idx = {
         pair: balance_dist.columns.get_loc(f"{pair}_open") + 1 for pair in pairlist_valid
     }
@@ -106,6 +109,7 @@ def _migrate_wallet_history(config: Config, exchange: Exchange, starting_balance
         for pair in pairlist_valid:
             base_currency = pair.split("/")[0]
             balance_value = row[pair_balance_idx[pair]]
+            leverage_value = row[pair_leverage_idx[pair]]
             # Only add entry if balance is not empty/NaN
             if not pd.isna(balance_value) and balance_value > 0:
                 price_value = row[pair_price_idx[pair]]
@@ -117,6 +121,7 @@ def _migrate_wallet_history(config: Config, exchange: Exchange, starting_balance
                         currency=base_currency,
                         price=price,
                         balance=balance_value,
+                        leverage=leverage_value if not pd.isna(leverage_value) else 1.0,
                     )
                 )