diff --git a/freqtrade/data/btanalysis.py b/freqtrade/data/btanalysis.py
index 20977e447..c004a4d23 100644
--- a/freqtrade/data/btanalysis.py
+++ b/freqtrade/data/btanalysis.py
@@ -26,6 +26,7 @@ BT_DATA_COLUMNS_MID = ['pair', 'profit_percent', 'open_date', 'close_date', 'tra
 
 # Newest format
 BT_DATA_COLUMNS = ['pair', 'stake_amount', 'amount', 'open_date', 'close_date',
+                   'open_rate', 'close_rate',
                    'fee_open', 'fee_close', 'trade_duration',
                    'profit_ratio', 'profit_abs', 'sell_reason',
                    'initial_stop_loss_abs', 'initial_stop_loss_ratio', 'stop_loss_abs',
@@ -233,6 +234,7 @@ def trade_list_to_dataframe(trades: List[Trade]) -> pd.DataFrame:
     if len(df) > 0:
         df.loc[:, 'close_date'] = pd.to_datetime(df['close_date'], utc=True)
         df.loc[:, 'open_date'] = pd.to_datetime(df['open_date'], utc=True)
+        df.loc[:, 'close_rate'] = df['close_rate'].astype('float64')
     return df
 
 
diff --git a/freqtrade/optimize/backtesting.py b/freqtrade/optimize/backtesting.py
index 875538731..3186313e1 100644
--- a/freqtrade/optimize/backtesting.py
+++ b/freqtrade/optimize/backtesting.py
@@ -3,18 +3,18 @@
 """
 This module contains the backtesting logic
 """
-from freqtrade.data.btanalysis import BT_DATA_COLUMNS, trade_list_to_dataframe
 import logging
 from collections import defaultdict
 from copy import deepcopy
 from datetime import datetime, timedelta, timezone
 from typing import Any, Dict, List, Optional, Tuple
 
-from pandas import DataFrame, to_datetime
+from pandas import DataFrame
 
 from freqtrade.configuration import TimeRange, remove_credentials, validate_config_consistency
 from freqtrade.constants import DATETIME_PRINT_FORMAT
 from freqtrade.data import history
+from freqtrade.data.btanalysis import trade_list_to_dataframe
 from freqtrade.data.converter import trim_dataframe
 from freqtrade.data.dataprovider import DataProvider
 from freqtrade.exceptions import OperationalException
diff --git a/tests/optimize/test_backtesting.py b/tests/optimize/test_backtesting.py
index 54eeb7929..5f811e2e5 100644
--- a/tests/optimize/test_backtesting.py
+++ b/tests/optimize/test_backtesting.py
@@ -445,7 +445,7 @@ def test_backtesting_pairlist_list(default_conf, mocker, caplog, testdatadir, ti
         Backtesting(default_conf)
 
 
-def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
+def test_backtest_one(default_conf, fee, mocker, testdatadir) -> None:
     default_conf['ask_strategy']['use_sell_signal'] = False
     mocker.patch('freqtrade.exchange.Exchange.get_fee', fee)
     patch_exchange(mocker)
@@ -469,21 +469,28 @@ def test_backtest(default_conf, fee, mocker, testdatadir) -> None:
 
     expected = pd.DataFrame(
         {'pair': [pair, pair],
-         'profit_ratio': [0.0, 0.0],
-         'profit_abs': [0.0, 0.0],
+         'stake_amount': [0.001, 0.001],
+         'amount': [0.00957442, 0.0097064],
          'open_date': pd.to_datetime([Arrow(2018, 1, 29, 18, 40, 0).datetime,
                                       Arrow(2018, 1, 30, 3, 30, 0).datetime], utc=True
                                      ),
-         'open_rate': [0.104445, 0.10302485],
-         'open_fee': [0.0025, 0.0025],
          'close_date': pd.to_datetime([Arrow(2018, 1, 29, 22, 35, 0).datetime,
                                        Arrow(2018, 1, 30, 4, 10, 0).datetime], utc=True),
+         'open_rate': [0.104445, 0.10302485],
          'close_rate': [0.104969, 0.103541],
-         'close_fee': [0.0025, 0.0025],
-         'amount': [0.00957442, 0.0097064],
+         'fee_open': [0.0025, 0.0025],
+         'fee_close': [0.0025, 0.0025],
          'trade_duration': [235, 40],
-         'open_at_end': [False, False],
-         'sell_reason': [SellType.ROI, SellType.ROI]
+         'profit_ratio': [0.0, 0.0],
+         'profit_abs': [0.0, 0.0],
+         'sell_reason': [SellType.ROI, SellType.ROI],
+         'initial_stop_loss_abs': [0.0940005, 0.09272236],
+         'initial_stop_loss_ratio': [-0.1, -0.1],
+         'stop_loss_abs': [0.0940005, 0.09272236],
+         'stop_loss_ratio': [-0.1, -0.1],
+         'min_rate': [0.1038, 0.10302485],
+         'max_rate': [0.10501, 0.1038888],
+         'is_open': [False, False],
          })
     pd.testing.assert_frame_equal(results, expected)
     data_pair = processed[pair]
@@ -737,7 +744,7 @@ def test_backtest_start_timerange(default_conf, mocker, caplog, testdatadir):
 def test_backtest_start_multi_strat(default_conf, mocker, caplog, testdatadir):
 
     patch_exchange(mocker)
-    backtestmock = MagicMock(return_value=pd.DataFrame(columns=BT_DATA_COLUMNS + ['profit_abs']))
+    backtestmock = MagicMock(return_value=pd.DataFrame(columns=BT_DATA_COLUMNS))
     mocker.patch('freqtrade.plugins.pairlistmanager.PairListManager.whitelist',
                  PropertyMock(return_value=['UNITTEST/BTC']))
     mocker.patch('freqtrade.optimize.backtesting.Backtesting.backtest', backtestmock)
diff --git a/tests/testdata/backtest-result_multistrat.json b/tests/testdata/backtest-result_multistrat.json
index 0e5386ef3..6999050b6 100644
--- a/tests/testdata/backtest-result_multistrat.json
+++ b/tests/testdata/backtest-result_multistrat.json
@@ -1 +1 @@
-{"strategy": {"DefaultStrategy": {"trades": [{"pair": "TRX/BTC", "profit_percent": 0.03990025, "open_date": "2018-01-10 07:15:00+00:00", "close_date": "2018-01-10 07:20:00+00:00", "trade_duration": 5, "open_rate": 9.64e-05, "close_rate": 0.00010074887218045112, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1037.344398340249, "profit_abs": 0.00399999999999999}, {"pair": "ADA/BTC", "profit_percent": 0.03990025, "open_date": "2018-01-10 07:15:00+00:00", "close_date": "2018-01-10 07:30:00+00:00", "trade_duration": 15, "open_rate": 4.756e-05, "close_rate": 4.9705563909774425e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2102.6072329688814, "profit_abs": 0.00399999999999999}, {"pair": "XLM/BTC", "profit_percent": 0.03990025, "open_date": "2018-01-10 07:25:00+00:00", "close_date": "2018-01-10 07:35:00+00:00", "trade_duration": 10, "open_rate": 3.339e-05, "close_rate": 3.489631578947368e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2994.908655286014, "profit_abs": 0.0040000000000000036}, {"pair": "TRX/BTC", "profit_percent": 0.03990025, "open_date": "2018-01-10 07:25:00+00:00", "close_date": "2018-01-10 07:40:00+00:00", "trade_duration": 15, "open_rate": 9.696e-05, "close_rate": 0.00010133413533834584, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1031.3531353135315, "profit_abs": 0.00399999999999999}, {"pair": "ETH/BTC", "profit_percent": -0.0, "open_date": "2018-01-10 07:35:00+00:00", "close_date": "2018-01-10 08:35:00+00:00", "trade_duration": 60, "open_rate": 0.0943, "close_rate": 0.09477268170426063, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.0604453870625663, "profit_abs": 0.0}, {"pair": "XMR/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-10 07:40:00+00:00", "close_date": "2018-01-10 08:10:00+00:00", "trade_duration": 30, "open_rate": 0.02719607, "close_rate": 0.02760503345864661, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3.677001860930642, "profit_abs": 0.0010000000000000009}, {"pair": "ZEC/BTC", "profit_percent": 0.0, "open_date": "2018-01-10 08:15:00+00:00", "close_date": "2018-01-10 09:55:00+00:00", "trade_duration": 100, "open_rate": 0.04634952, "close_rate": 0.046581848421052625, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2.1575196463739, "profit_abs": 0.0}, {"pair": "NXT/BTC", "profit_percent": -0.0, "open_date": "2018-01-10 14:45:00+00:00", "close_date": "2018-01-10 15:50:00+00:00", "trade_duration": 65, "open_rate": 3.066e-05, "close_rate": 3.081368421052631e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3261.5786040443577, "profit_abs": -1.3877787807814457e-17}, {"pair": "LTC/BTC", "profit_percent": 0.0, "open_date": "2018-01-10 16:35:00+00:00", "close_date": "2018-01-10 17:15:00+00:00", "trade_duration": 40, "open_rate": 0.0168999, "close_rate": 0.016984611278195488, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 5.917194776300452, "profit_abs": 1.3877787807814457e-17}, {"pair": "ETH/BTC", "profit_percent": -0.0, "open_date": "2018-01-10 16:40:00+00:00", "close_date": "2018-01-10 17:20:00+00:00", "trade_duration": 40, "open_rate": 0.09132568, "close_rate": 0.0917834528320802, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.0949822656672252, "profit_abs": 0.0}, {"pair": "ETH/BTC", "profit_percent": -0.0, "open_date": "2018-01-10 18:50:00+00:00", "close_date": "2018-01-10 19:45:00+00:00", "trade_duration": 55, "open_rate": 0.08898003, "close_rate": 0.08942604518796991, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.1238476768326557, "profit_abs": -1.3877787807814457e-17}, {"pair": "ETH/BTC", "profit_percent": 0.0, "open_date": "2018-01-10 22:15:00+00:00", "close_date": "2018-01-10 23:00:00+00:00", "trade_duration": 45, "open_rate": 0.08560008, "close_rate": 0.08602915308270676, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.1682232072680307, "profit_abs": 0.0}, {"pair": "ETC/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-10 22:50:00+00:00", "close_date": "2018-01-10 23:20:00+00:00", "trade_duration": 30, "open_rate": 0.00249083, "close_rate": 0.0025282860902255634, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 40.147260150231055, "profit_abs": 0.000999999999999987}, {"pair": "NXT/BTC", "profit_percent": -0.0, "open_date": "2018-01-10 23:15:00+00:00", "close_date": "2018-01-11 00:15:00+00:00", "trade_duration": 60, "open_rate": 3.022e-05, "close_rate": 3.037147869674185e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3309.0668431502318, "profit_abs": -1.3877787807814457e-17}, {"pair": "ETC/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-10 23:40:00+00:00", "close_date": "2018-01-11 00:05:00+00:00", "trade_duration": 25, "open_rate": 0.002437, "close_rate": 0.0024980776942355883, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 41.03405826836274, "profit_abs": 0.001999999999999974}, {"pair": "ZEC/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-11 00:00:00+00:00", "close_date": "2018-01-11 00:35:00+00:00", "trade_duration": 35, "open_rate": 0.04771803, "close_rate": 0.04843559436090225, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2.0956439316543456, "profit_abs": 0.0010000000000000009}, {"pair": "XLM/BTC", "profit_percent": -0.10448878, "open_date": "2018-01-11 03:40:00+00:00", "close_date": "2018-01-11 04:25:00+00:00", "trade_duration": 45, "open_rate": 3.651e-05, "close_rate": 3.2859000000000005e-05, "open_at_end": false, "sell_reason": "stop_loss", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2738.9756231169545, "profit_abs": -0.01047499999999997}, {"pair": "ETH/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-11 03:55:00+00:00", "close_date": "2018-01-11 04:25:00+00:00", "trade_duration": 30, "open_rate": 0.08824105, "close_rate": 0.08956798308270676, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.1332594070446804, "profit_abs": 0.0010000000000000009}, {"pair": "ETC/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 04:00:00+00:00", "close_date": "2018-01-11 04:50:00+00:00", "trade_duration": 50, "open_rate": 0.00243, "close_rate": 0.002442180451127819, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 41.1522633744856, "profit_abs": -1.3877787807814457e-17}, {"pair": "ZEC/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-11 04:30:00+00:00", "close_date": "2018-01-11 04:55:00+00:00", "trade_duration": 25, "open_rate": 0.04545064, "close_rate": 0.046589753784461146, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2.200189040242338, "profit_abs": 0.001999999999999988}, {"pair": "XLM/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-11 04:30:00+00:00", "close_date": "2018-01-11 04:50:00+00:00", "trade_duration": 20, "open_rate": 3.372e-05, "close_rate": 3.456511278195488e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2965.599051008304, "profit_abs": 0.001999999999999988}, {"pair": "XMR/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-11 04:55:00+00:00", "close_date": "2018-01-11 05:15:00+00:00", "trade_duration": 20, "open_rate": 0.02644, "close_rate": 0.02710265664160401, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3.7821482602118004, "profit_abs": 0.001999999999999988}, {"pair": "ETH/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 11:20:00+00:00", "close_date": "2018-01-11 12:00:00+00:00", "trade_duration": 40, "open_rate": 0.08812, "close_rate": 0.08856170426065162, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.1348161597821154, "profit_abs": 0.0}, {"pair": "XMR/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 11:35:00+00:00", "close_date": "2018-01-11 12:15:00+00:00", "trade_duration": 40, "open_rate": 0.02683577, "close_rate": 0.026970285137844607, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3.7263696923919087, "profit_abs": 0.0}, {"pair": "ADA/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-11 14:00:00+00:00", "close_date": "2018-01-11 14:25:00+00:00", "trade_duration": 25, "open_rate": 4.919e-05, "close_rate": 5.04228320802005e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2032.9335230737956, "profit_abs": 0.0020000000000000018}, {"pair": "ETH/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 19:25:00+00:00", "close_date": "2018-01-11 20:35:00+00:00", "trade_duration": 70, "open_rate": 0.08784896, "close_rate": 0.08828930566416039, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1.1383174029607181, "profit_abs": -1.3877787807814457e-17}, {"pair": "ADA/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 22:35:00+00:00", "close_date": "2018-01-11 23:30:00+00:00", "trade_duration": 55, "open_rate": 5.105e-05, "close_rate": 5.130588972431077e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 1958.8638589618022, "profit_abs": -1.3877787807814457e-17}, {"pair": "XLM/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-11 22:55:00+00:00", "close_date": "2018-01-11 23:25:00+00:00", "trade_duration": 30, "open_rate": 3.96e-05, "close_rate": 4.019548872180451e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2525.252525252525, "profit_abs": 0.0010000000000000148}, {"pair": "NXT/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 22:55:00+00:00", "close_date": "2018-01-11 23:35:00+00:00", "trade_duration": 40, "open_rate": 2.885e-05, "close_rate": 2.899461152882205e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3466.204506065858, "profit_abs": -1.3877787807814457e-17}, {"pair": "XMR/BTC", "profit_percent": 0.00997506, "open_date": "2018-01-11 23:30:00+00:00", "close_date": "2018-01-12 00:05:00+00:00", "trade_duration": 35, "open_rate": 0.02645, "close_rate": 0.026847744360902256, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 3.780718336483932, "profit_abs": 0.0010000000000000148}, {"pair": "ZEC/BTC", "profit_percent": -0.0, "open_date": "2018-01-11 23:55:00+00:00", "close_date": "2018-01-12 01:15:00+00:00", "trade_duration": 80, "open_rate": 0.048, "close_rate": 0.04824060150375939, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2.0833333333333335, "profit_abs": -1.3877787807814457e-17}, {"pair": "XLM/BTC", "profit_percent": 0.01995012, "open_date": "2018-01-12 21:15:00+00:00", "close_date": "2018-01-12 21:40:00+00:00", "trade_duration": 25, "open_rate": 4.692e-05, "close_rate": 4.809593984962405e-05, "open_at_end": false, "sell_reason": "roi", "open_fee": 0.0025, "close_fee": 0.0025, "amount": 2131.287297527707, "profit_abs": 0.001999999999999974}, {"pair": "ETC/BTC", "profit_percent": -0.0, "open_date": "2018-01-13 00:55:00+00:00", "close_date": "2018-01-13 06:20:00+00:00", "trade_duration": 325, "open_rate": 0.00256966, "close_rate": 0.0025825405012531327, "open_at_end": false, "sell_reason": "roi", "open_fee": 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diff --git a/tests/testdata/backtest-result_new.json b/tests/testdata/backtest-result_new.json
index f004e879a..5334bf80e 100644
--- a/tests/testdata/backtest-result_new.json
+++ b/tests/testdata/backtest-result_new.json
@@ -1 +1 @@
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