diff --git a/stratestic/strategies/moving_average/ma.py b/stratestic/strategies/moving_average/ma.py
index 3ec32a3..9536de3 100644
--- a/stratestic/strategies/moving_average/ma.py
+++ b/stratestic/strategies/moving_average/ma.py
@@ -101,8 +101,8 @@ def calculate_positions(self, data):
         pd.DataFrame
             OHLCV data with additional 'side' column containing -1 for short, 1 for long.
         """
-        data["side"] = np.where(data["SMA"] > data[self.close_col], 1, 0)
-        data["side"] = np.where(data["SMA"] < data[self.close_col], -1, data["side"])
+        data["side"] = np.where(data["SMA"] < data[self.close_col], 1, 0)
+        data["side"] = np.where(data["SMA"] > data[self.close_col], -1, data["side"])
         return data
 
     def get_signal(self, row=None):
@@ -122,10 +122,9 @@ def get_signal(self, row=None):
         if row is None:
             row = self.data.iloc[-1]
 
-        if row["SMA"] > row[self.close_col]:
+        if row["SMA"] < row[self.close_col]:
             return 1
-        elif row["SMA"] < row[self.close_col]:
+        elif row["SMA"] > row[self.close_col]:
             return -1
-
-        elif row["SMA"] == row[self.close_col]:
+        else:
             return 0
diff --git a/tests/backtesting/combining/test_strategy_combiner.py b/tests/backtesting/combining/test_strategy_combiner.py
index cf1a67f..f637e6b 100644
--- a/tests/backtesting/combining/test_strategy_combiner.py
+++ b/tests/backtesting/combining/test_strategy_combiner.py
@@ -64,7 +64,7 @@ def test_strategy_combiner_input_validation(
                     "strategies": [Momentum(2), MovingAverage(2)],
                     "method": "Majority"
                 },
-                [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, -1.0, 0.0, -1.0, 0.0],
+                [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, -1.0, 0.0, 1.0],
                 id='2_strategies-Majority'
             ),
             pytest.param(
@@ -72,7 +72,7 @@ def test_strategy_combiner_input_validation(
                     "strategies": [Momentum(2), MovingAverage(2)],
                     "method": "Unanimous"
                 },
-                [0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 1.0, -1.0, 0.0, -1.0, 0.0],
+                [0.0, 0.0, 0.0, 0.0, 1.0, 1.0, 1.0, 0.0, 0.0, -1.0, 0.0, 1.0],
                 id='2_strategies-Unanimous'
             ),
             pytest.param(
@@ -80,7 +80,7 @@ def test_strategy_combiner_input_validation(
                     "strategies": [Momentum(2), MovingAverage(2), BollingerBands(3, 1)],
                     "method": "Majority"
                 },
-                [0.0, 0.0, 0.0, -1.0, -1.0, -1.0, 1.0, -1.0, 1.0, -1.0, -1.0],
+                [0.0, 0.0, 0.0, 1.0, 1.0, 1.0, -1.0, 0.0, -1.0, 0.0, 1.0],
                 id='3_strategies-Majority'
             ),
             pytest.param(
diff --git a/tests/backtesting/iterative/test_iterative.py b/tests/backtesting/iterative/test_iterative.py
index b73ec1e..e7e7e76 100644
--- a/tests/backtesting/iterative/test_iterative.py
+++ b/tests/backtesting/iterative/test_iterative.py
@@ -178,7 +178,7 @@ def test_optimize_parameters(self, fixture, mocked_plotly_figure_show):
                     "method": "Majority"
                 },
                 [{"window": (2, 4)}, {"ma": (1, 3)}, {}],
-                [{'window': 3.0}, {'ma': 1.0}, {'ma': 3.0, 'sd': 1.0}],
+                [{'window': 3.0}, {'ma': 2.0}, {'ma': 3.0, 'sd': 1.0}],
                 id='3_strategies-majority'
             ),
             pytest.param(
diff --git a/tests/backtesting/iterative/test_iterative_with_margin.py b/tests/backtesting/iterative/test_iterative_with_margin.py
index 7d845f2..2d9be13 100644
--- a/tests/backtesting/iterative/test_iterative_with_margin.py
+++ b/tests/backtesting/iterative/test_iterative_with_margin.py
@@ -124,9 +124,9 @@ def test_exceptions(self, leverage, symbol, second_leverage, exception, mocked_p
     @pytest.mark.parametrize(
         "margin_threshold, expected_result",
         [
-            pytest.param(0.1, 18, id="margin_threshold=0.1"),
-            pytest.param(0.5, 45, id="margin_threshold=0.5"),
-            pytest.param(1, 55, id="margin_threshold=1")
+            pytest.param(0.1, 23, id="margin_threshold=0.1"),
+            pytest.param(0.5, 91, id="margin_threshold=0.5"),
+            pytest.param(1, 124, id="margin_threshold=1")
         ],
     )
     def test_maximum_leverage(
diff --git a/tests/backtesting/vectorized/out/moving_average_no_trading_costs.py b/tests/backtesting/vectorized/out/moving_average_no_trading_costs.py
index 8ac5742..415c93a 100644
--- a/tests/backtesting/vectorized/out/moving_average_no_trading_costs.py
+++ b/tests/backtesting/vectorized/out/moving_average_no_trading_costs.py
@@ -4,7 +4,7 @@
 expected_performance = 0.985296
 expected_outperformance = -0.030969
 
-expected_optimization_results = ({"ma": 1.0}, 0.999557)
+expected_optimization_results = ({"ma": 3.0}, 0.999557)
 
 expected_results = [
     {
@@ -60,7 +60,7 @@
         "taker_buy_quote_volume": 4588065.23181743,
         "returns": 0.002946423556387118,
         "SMA": 55429.82000000001,
-        "side": -1,
+        "side": 1,
         "strategy_returns": 0.0,
         "strategy_returns_tc": 0.0,
         "accumulated_returns": 1.002950768528602,
@@ -80,12 +80,12 @@
         "taker_buy_quote_volume": 22979821.33981915,
         "returns": 0.006818529518377586,
         "SMA": 55565.7,
-        "side": -1,
-        "strategy_returns": -0.006818529518377586,
-        "strategy_returns_tc": -0.006818529518377586,
+        "side": 1,
+        "strategy_returns": 0.006818529518377586,
+        "strategy_returns_tc": 0.006818529518377586,
         "accumulated_returns": 1.0098127857970252,
-        "accumulated_strategy_returns": 0.993204663909056,
-        "accumulated_strategy_returns_tc": 0.993204663909056,
+        "accumulated_strategy_returns": 1.0068418286158654,
+        "accumulated_strategy_returns_tc": 1.0068418286158654,
     },
     {
         "close_time": Timestamp("2023-09-01 14:39:59.999000+0000", tz="UTC"),
@@ -100,12 +100,12 @@
         "taker_buy_quote_volume": 20037884.70780964,
         "returns": 0.005926179097336494,
         "SMA": 55784.692500000005,
-        "side": -1,
-        "strategy_returns": -0.005926179097336494,
-        "strategy_returns_tc": -0.005926179097336494,
+        "side": 1,
+        "strategy_returns": 0.005926179097336494,
+        "strategy_returns_tc": 0.005926179097336494,
         "accumulated_returns": 1.0158148844101784,
-        "accumulated_strategy_returns": 0.9873361612642191,
-        "accumulated_strategy_returns_tc": 0.9873361612642191,
+        "accumulated_strategy_returns": 1.0128262685320526,
+        "accumulated_strategy_returns_tc": 1.0128262685320526,
     },
     {
         "close_time": Timestamp("2023-09-01 14:44:59.999000+0000", tz="UTC"),
@@ -120,12 +120,12 @@
         "taker_buy_quote_volume": 10007121.78892216,
         "returns": -0.00170962942015996,
         "SMA": 55979.6575,
-        "side": -1,
-        "strategy_returns": 0.00170962942015996,
-        "strategy_returns_tc": 0.00170962942015996,
+        "side": 1,
+        "strategy_returns": -0.00170962942015996,
+        "strategy_returns_tc": -0.00170962942015996,
         "accumulated_returns": 1.0140797010812264,
-        "accumulated_strategy_returns": 0.9890255839449716,
-        "accumulated_strategy_returns_tc": 0.9890255839449716,
+        "accumulated_strategy_returns": 1.0110961902636069,
+        "accumulated_strategy_returns_tc": 1.0110961902636069,
     },
     {
         "close_time": Timestamp("2023-09-01 14:49:59.999000+0000", tz="UTC"),
@@ -140,12 +140,12 @@
         "taker_buy_quote_volume": 8146012.47892439,
         "returns": 0.0003967606653441501,
         "SMA": 56139.335,
-        "side": -1,
-        "strategy_returns": -0.0003967606653441501,
-        "strategy_returns_tc": -0.0003967606653441501,
+        "side": 1,
+        "strategy_returns": 0.0003967606653441501,
+        "strategy_returns_tc": 0.0003967606653441501,
         "accumulated_returns": 1.0144821278464156,
-        "accumulated_strategy_returns": 0.9886332553316708,
-        "accumulated_strategy_returns_tc": 0.9886332553316708,
+        "accumulated_strategy_returns": 1.0114974330541975,
+        "accumulated_strategy_returns_tc": 1.0114974330541975,
     },
     {
         "close_time": Timestamp("2023-09-01 14:54:59.999000+0000", tz="UTC"),
@@ -160,12 +160,12 @@
         "taker_buy_quote_volume": 7529521.30623853,
         "returns": -0.0008209293091875578,
         "SMA": 56192.465000000004,
-        "side": 1,
-        "strategy_returns": 0.0008209293091875578,
-        "strategy_returns_tc": 0.0008209293091875578,
+        "side": -1,
+        "strategy_returns": -0.0008209293091875578,
+        "strategy_returns_tc": -0.0008209293091875578,
         "accumulated_returns": 1.0136496514828948,
-        "accumulated_strategy_returns": 0.9894451865704871,
-        "accumulated_strategy_returns_tc": 0.9894451865704871,
+        "accumulated_strategy_returns": 1.0106674059086556,
+        "accumulated_strategy_returns_tc": 1.0106674059086556,
     },
     {
         "close_time": Timestamp("2023-09-01 14:59:59.999000+0000", tz="UTC"),
@@ -180,12 +180,12 @@
         "taker_buy_quote_volume": 9447425.0774598,
         "returns": 0.0006607487960858385,
         "SMA": 56171.759999999995,
-        "side": -1,
-        "strategy_returns": 0.0006607487960858385,
-        "strategy_returns_tc": 0.0006607487960858385,
+        "side": 1,
+        "strategy_returns": -0.0006607487960858385,
+        "strategy_returns_tc": -0.0006607487960858385,
         "accumulated_returns": 1.014319640592638,
-        "accumulated_strategy_returns": 0.9900991773243144,
-        "accumulated_strategy_returns_tc": 0.9900991773243144,
+        "accumulated_strategy_returns": 1.0099998292114958,
+        "accumulated_strategy_returns_tc": 1.0099998292114958,
     },
     {
         "close_time": Timestamp("2023-09-01 15:04:59.999000+0000", tz="UTC"),
@@ -201,10 +201,10 @@
         "returns": 0.0019165664875115606,
         "SMA": 56202.027500000004,
         "side": 0,
-        "strategy_returns": -0.0019165664875115606,
-        "strategy_returns_tc": -0.0019165664875115606,
+        "strategy_returns": 0.0019165664875115606,
+        "strategy_returns_tc": 0.0019165664875115606,
         "accumulated_returns": 1.016265515727322,
-        "accumulated_strategy_returns": 0.9882034036901499,
-        "accumulated_strategy_returns_tc": 0.9882034036901499,
+        "accumulated_strategy_returns": 1.0119374172015592,
+        "accumulated_strategy_returns_tc": 1.0119374172015592,
     },
 ]
diff --git a/tests/backtesting/vectorized/out_margin/moving_average_no_trading_costs.py b/tests/backtesting/vectorized/out_margin/moving_average_no_trading_costs.py
index 3b89d19..56cac3b 100644
--- a/tests/backtesting/vectorized/out_margin/moving_average_no_trading_costs.py
+++ b/tests/backtesting/vectorized/out_margin/moving_average_no_trading_costs.py
@@ -27,7 +27,7 @@
             "accumulated_returns": 1.0,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0,
+            "margin_ratios": 0.0,
         },
         {
             "close_time": Timestamp("2023-09-01 14:19:59.999000+0000", tz="UTC"),
@@ -48,7 +48,7 @@
             "accumulated_returns": 1.0,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0,
+            "margin_ratios": 0.0,
         },
         {
             "close_time": Timestamp("2023-09-01 14:29:59.999000+0000", tz="UTC"),
@@ -63,13 +63,13 @@
             "taker_buy_quote_volume": 4588065.23181743,
             "returns": 0.002946423556387118,
             "SMA": 55429.82000000001,
-            "side": -1,
+            "side": 1,
             "strategy_returns": 0.0,
             "strategy_returns_tc": 0.0,
             "accumulated_returns": 1.002950768528602,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0.004002528142238611,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 14:34:59.999000+0000", tz="UTC"),
@@ -84,13 +84,13 @@
             "taker_buy_quote_volume": 22979821.33981915,
             "returns": 0.006818529518377586,
             "SMA": 55565.7,
-            "side": -1,
-            "strategy_returns": -0.006818529518377586,
-            "strategy_returns_tc": -0.006818529518377586,
+            "side": 1,
+            "strategy_returns": 0.006818529518377586,
+            "strategy_returns_tc": 0.006818529518377586,
             "accumulated_returns": 1.0098127857970252,
-            "accumulated_strategy_returns": 0.993204663909056,
-            "accumulated_strategy_returns_tc": 0.993204663909056,
-            "margin_ratios": 0.004077834681277391,
+            "accumulated_strategy_returns": 1.0068418286158654,
+            "accumulated_strategy_returns_tc": 1.0068418286158654,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 14:39:59.999000+0000", tz="UTC"),
@@ -105,13 +105,13 @@
             "taker_buy_quote_volume": 20037884.70780964,
             "returns": 0.005926179097336494,
             "SMA": 55784.692500000005,
-            "side": -1,
-            "strategy_returns": -0.005926179097336494,
-            "strategy_returns_tc": -0.005926179097336494,
+            "side": 1,
+            "strategy_returns": 0.005926179097336494,
+            "strategy_returns_tc": 0.005926179097336494,
             "accumulated_returns": 1.0158148844101784,
-            "accumulated_strategy_returns": 0.9873361612642192,
-            "accumulated_strategy_returns_tc": 0.9873361612642192,
-            "margin_ratios": 0.004114014876268444,
+            "accumulated_strategy_returns": 1.0128262685320526,
+            "accumulated_strategy_returns_tc": 1.0128262685320526,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 14:44:59.999000+0000", tz="UTC"),
@@ -126,13 +126,13 @@
             "taker_buy_quote_volume": 10007121.78892216,
             "returns": -0.00170962942015996,
             "SMA": 55979.6575,
-            "side": -1,
-            "strategy_returns": 0.00170962942015996,
-            "strategy_returns_tc": 0.00170962942015996,
+            "side": 1,
+            "strategy_returns": -0.00170962942015996,
+            "strategy_returns_tc": -0.00170962942015996,
             "accumulated_returns": 1.0140797010812264,
-            "accumulated_strategy_returns": 0.9890255839449716,
-            "accumulated_strategy_returns_tc": 0.9890255839449716,
-            "margin_ratios": 0.004111708957739713,
+            "accumulated_strategy_returns": 1.0110961902636069,
+            "accumulated_strategy_returns_tc": 1.0110961902636069,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 14:49:59.999000+0000", tz="UTC"),
@@ -147,13 +147,13 @@
             "taker_buy_quote_volume": 8146012.47892439,
             "returns": 0.0003967606653441501,
             "SMA": 56139.335,
-            "side": -1,
-            "strategy_returns": -0.0003967606653441501,
-            "strategy_returns_tc": -0.0003967606653441501,
+            "side": 1,
+            "strategy_returns": 0.0003967606653441501,
+            "strategy_returns_tc": 0.0003967606653441501,
             "accumulated_returns": 1.0144821278464156,
-            "accumulated_strategy_returns": 0.9886332553316708,
-            "accumulated_strategy_returns_tc": 0.9886332553316708,
-            "margin_ratios": 0.004104691162420367,
+            "accumulated_strategy_returns": 1.0114974330541975,
+            "accumulated_strategy_returns_tc": 1.0114974330541975,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 14:54:59.999000+0000", tz="UTC"),
@@ -168,13 +168,13 @@
             "taker_buy_quote_volume": 7529521.30623853,
             "returns": -0.0008209293091875578,
             "SMA": 56192.465000000004,
-            "side": 1,
-            "strategy_returns": 0.0008209293091875578,
-            "strategy_returns_tc": 0.0008209293091875578,
+            "side": -1,
+            "strategy_returns": -0.0008209293091875578,
+            "strategy_returns_tc": -0.0008209293091875578,
             "accumulated_returns": 1.0136496514828948,
-            "accumulated_strategy_returns": 0.9894451865704871,
-            "accumulated_strategy_returns_tc": 0.9894451865704871,
-            "margin_ratios": 0.004,
+            "accumulated_strategy_returns": 1.0106674059086556,
+            "accumulated_strategy_returns_tc": 1.0106674059086556,
+            "margin_ratios": 0.0040078445355678375,
         },
         {
             "close_time": Timestamp("2023-09-01 14:59:59.999000+0000", tz="UTC"),
@@ -189,13 +189,13 @@
             "taker_buy_quote_volume": 9447425.0774598,
             "returns": 0.0006607487960858385,
             "SMA": 56171.759999999995,
-            "side": -1,
-            "strategy_returns": 0.0006607487960858385,
-            "strategy_returns_tc": 0.0006607487960858385,
+            "side": 1,
+            "strategy_returns": -0.0006607487960858385,
+            "strategy_returns_tc": -0.0006607487960858385,
             "accumulated_returns": 1.014319640592638,
-            "accumulated_strategy_returns": 0.9900991773243144,
-            "accumulated_strategy_returns_tc": 0.9900991773243144,
-            "margin_ratios": 0.004004215661202739,
+            "accumulated_strategy_returns": 1.0099998292114958,
+            "accumulated_strategy_returns_tc": 1.0099998292114958,
+            "margin_ratios": 0.004,
         },
         {
             "close_time": Timestamp("2023-09-01 15:04:59.999000+0000", tz="UTC"),
@@ -211,12 +211,12 @@
             "returns": 0.0019165664875115606,
             "SMA": 56202.027500000004,
             "side": 0,
-            "strategy_returns": -0.0019165664875115606,
-            "strategy_returns_tc": -0.0019165664875115606,
+            "strategy_returns": 0.0019165664875115606,
+            "strategy_returns_tc": 0.0019165664875115606,
             "accumulated_returns": 1.016265515727322,
-            "accumulated_strategy_returns": 0.9882034036901499,
-            "accumulated_strategy_returns_tc": 0.9882034036901499,
-            "margin_ratios": 0,
+            "accumulated_strategy_returns": 1.0119374172015592,
+            "accumulated_strategy_returns_tc": 1.0119374172015592,
+            "margin_ratios": 0.0,
         },
     ],
     10: [
@@ -239,7 +239,7 @@
             "accumulated_returns": 1.0,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0,
+            "margin_ratios": 0.0,
         },
         {
             "close_time": Timestamp("2023-09-01 14:19:59.999000+0000", tz="UTC"),
@@ -260,7 +260,7 @@
             "accumulated_returns": 1.0,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0,
+            "margin_ratios": 0.0,
         },
         {
             "close_time": Timestamp("2023-09-01 14:29:59.999000+0000", tz="UTC"),
@@ -275,13 +275,13 @@
             "taker_buy_quote_volume": 4588065.23181743,
             "returns": 0.002946423556387118,
             "SMA": 55429.82000000001,
-            "side": -1,
+            "side": 1,
             "strategy_returns": 0.0,
             "strategy_returns_tc": 0.0,
             "accumulated_returns": 1.002950768528602,
             "accumulated_strategy_returns": 1.0,
             "accumulated_strategy_returns_tc": 1.0,
-            "margin_ratios": 0.04013944442538307,
+            "margin_ratios": 0.041091325886208535,
         },
         {
             "close_time": Timestamp("2023-09-01 14:34:59.999000+0000", tz="UTC"),
@@ -296,13 +296,13 @@
             "taker_buy_quote_volume": 22979821.33981915,
             "returns": 0.006818529518377586,
             "SMA": 55565.7,
-            "side": -1,
-            "strategy_returns": -0.006818529518377586,
-            "strategy_returns_tc": -0.006818529518377586,
+            "side": 1,
+            "strategy_returns": 0.006818529518377586,
+            "strategy_returns_tc": 0.006818529518377586,
             "accumulated_returns": 1.0098127857970252,
-            "accumulated_strategy_returns": 0.993204663909056,
-            "accumulated_strategy_returns_tc": 0.993204663909056,
-            "margin_ratios": 0.04469173459549476,
+            "accumulated_strategy_returns": 1.0068418286158654,
+            "accumulated_strategy_returns_tc": 1.0068418286158654,
+            "margin_ratios": 0.040009788016342196,
         },
         {
             "close_time": Timestamp("2023-09-01 14:39:59.999000+0000", tz="UTC"),
@@ -317,13 +317,13 @@
             "taker_buy_quote_volume": 20037884.70780964,
             "returns": 0.005926179097336494,
             "SMA": 55784.692500000005,
-            "side": -1,
-            "strategy_returns": -0.005926179097336494,
-            "strategy_returns_tc": -0.005926179097336494,
+            "side": 1,
+            "strategy_returns": 0.005926179097336494,
+            "strategy_returns_tc": 0.005926179097336494,
             "accumulated_returns": 1.0158148844101784,
-            "accumulated_strategy_returns": 0.9873361612642192,
-            "accumulated_strategy_returns_tc": 0.9873361612642192,
-            "margin_ratios": 0.04719350568838694,
+            "accumulated_strategy_returns": 1.0128262685320526,
+            "accumulated_strategy_returns_tc": 1.0128262685320526,
+            "margin_ratios": 0.03769466852671804,
         },
         {
             "close_time": Timestamp("2023-09-01 14:44:59.999000+0000", tz="UTC"),
@@ -338,13 +338,13 @@
             "taker_buy_quote_volume": 10007121.78892216,
             "returns": -0.00170962942015996,
             "SMA": 55979.6575,
-            "side": -1,
-            "strategy_returns": 0.00170962942015996,
-            "strategy_returns_tc": 0.00170962942015996,
+            "side": 1,
+            "strategy_returns": -0.00170962942015996,
+            "strategy_returns_tc": -0.00170962942015996,
             "accumulated_returns": 1.0140797010812264,
-            "accumulated_strategy_returns": 0.9890255839449716,
-            "accumulated_strategy_returns_tc": 0.9890255839449716,
-            "margin_ratios": 0.047027107371075544,
+            "accumulated_strategy_returns": 1.0110961902636069,
+            "accumulated_strategy_returns_tc": 1.0110961902636069,
+            "margin_ratios": 0.036671743054818164,
         },
         {
             "close_time": Timestamp("2023-09-01 14:49:59.999000+0000", tz="UTC"),
@@ -359,13 +359,13 @@
             "taker_buy_quote_volume": 8146012.47892439,
             "returns": 0.0003967606653441501,
             "SMA": 56139.335,
-            "side": -1,
-            "strategy_returns": -0.0003967606653441501,
-            "strategy_returns_tc": -0.0003967606653441501,
+            "side": 1,
+            "strategy_returns": 0.0003967606653441501,
+            "strategy_returns_tc": 0.0003967606653441501,
             "accumulated_returns": 1.0144821278464156,
-            "accumulated_strategy_returns": 0.9886332553316708,
-            "accumulated_strategy_returns_tc": 0.9886332553316708,
-            "margin_ratios": 0.04652671441712397,
+            "accumulated_strategy_returns": 1.0114974330541975,
+            "accumulated_strategy_returns_tc": 1.0114974330541975,
+            "margin_ratios": 0.03687232321904076,
         },
         {
             "close_time": Timestamp("2023-09-01 14:54:59.999000+0000", tz="UTC"),
@@ -380,13 +380,13 @@
             "taker_buy_quote_volume": 7529521.30623853,
             "returns": -0.0008209293091875578,
             "SMA": 56192.465000000004,
-            "side": 1,
-            "strategy_returns": 0.0008209293091875578,
-            "strategy_returns_tc": 0.0008209293091875578,
+            "side": -1,
+            "strategy_returns": -0.0008209293091875578,
+            "strategy_returns_tc": -0.0008209293091875578,
             "accumulated_returns": 1.0136496514828948,
-            "accumulated_strategy_returns": 0.9894451865704871,
-            "accumulated_strategy_returns_tc": 0.9894451865704871,
-            "margin_ratios": 0.04023894662105466,
+            "accumulated_strategy_returns": 1.0106674059086556,
+            "accumulated_strategy_returns_tc": 1.0106674059086556,
+            "margin_ratios": 0.04043529094343017,
         },
         {
             "close_time": Timestamp("2023-09-01 14:59:59.999000+0000", tz="UTC"),
@@ -401,13 +401,13 @@
             "taker_buy_quote_volume": 9447425.0774598,
             "returns": 0.0006607487960858385,
             "SMA": 56171.759999999995,
-            "side": -1,
-            "strategy_returns": 0.0006607487960858385,
-            "strategy_returns_tc": 0.0006607487960858385,
+            "side": 1,
+            "strategy_returns": -0.0006607487960858385,
+            "strategy_returns_tc": -0.0006607487960858385,
             "accumulated_returns": 1.014319640592638,
-            "accumulated_strategy_returns": 0.9900991773243144,
-            "accumulated_strategy_returns_tc": 0.9900991773243144,
-            "margin_ratios": 0.040232966236214605,
+            "accumulated_strategy_returns": 1.0099998292114958,
+            "accumulated_strategy_returns_tc": 1.0099998292114958,
+            "margin_ratios": 0.04048800385201632,
         },
         {
             "close_time": Timestamp("2023-09-01 15:04:59.999000+0000", tz="UTC"),
@@ -423,12 +423,12 @@
             "returns": 0.0019165664875115606,
             "SMA": 56202.027500000004,
             "side": 0,
-            "strategy_returns": -0.0019165664875115606,
-            "strategy_returns_tc": -0.0019165664875115606,
+            "strategy_returns": 0.0019165664875115606,
+            "strategy_returns_tc": 0.0019165664875115606,
             "accumulated_returns": 1.016265515727322,
-            "accumulated_strategy_returns": 0.9882034036901499,
-            "accumulated_strategy_returns_tc": 0.9882034036901499,
-            "margin_ratios": 0,
+            "accumulated_strategy_returns": 1.0119374172015592,
+            "accumulated_strategy_returns_tc": 1.0119374172015592,
+            "margin_ratios": 0.0,
         },
-    ],
+    ]
 }
diff --git a/tests/backtesting/vectorized/test_vectorized.py b/tests/backtesting/vectorized/test_vectorized.py
index 0c7edd1..205edc0 100644
--- a/tests/backtesting/vectorized/test_vectorized.py
+++ b/tests/backtesting/vectorized/test_vectorized.py
@@ -141,7 +141,7 @@ def test_optimize_parameters(self, fixture, mocked_plotly_figure_show):
                     "method": "Majority",
                 },
                 [{"window": (2, 4)}, {"ma": (1, 3)}, {}],
-                [{"window": 3.0}, {"ma": 1.0}, {"ma": 3.0, "sd": 1.0}],
+                [{"window": 3.0}, {"ma": 2.0}, {"ma": 3.0, "sd": 1.0}],
                 id="3_strategies-majority-optimization",
             ),
             pytest.param(
diff --git a/tests/backtesting/vectorized/test_vectorized_with_margin.py b/tests/backtesting/vectorized/test_vectorized_with_margin.py
index 49df484..841d252 100644
--- a/tests/backtesting/vectorized/test_vectorized_with_margin.py
+++ b/tests/backtesting/vectorized/test_vectorized_with_margin.py
@@ -162,9 +162,9 @@ def test_results_equal_to_iterative(
     @pytest.mark.parametrize(
         "margin_threshold, expected_result",
         [
-            pytest.param(0.1, 18, id="margin_threshold=0.1"),
-            pytest.param(0.5, 45, id="margin_threshold=0.5"),
-            pytest.param(1, 55, id="margin_threshold=1")
+            pytest.param(0.1, 23, id="margin_threshold=0.1"),
+            pytest.param(0.5, 91, id="margin_threshold=0.5"),
+            pytest.param(1, 124, id="margin_threshold=1")
         ],
     )
     def test_maximum_leverage(
diff --git a/tests/strategies/out/moving_average_ema.py b/tests/strategies/out/moving_average_ema.py
index b5b7586..8643332 100644
--- a/tests/strategies/out/moving_average_ema.py
+++ b/tests/strategies/out/moving_average_ema.py
@@ -402,4 +402,4 @@
     ]
 )
 
-expected_signal = -1
+expected_signal = 1
diff --git a/tests/strategies/out/moving_average_sma.py b/tests/strategies/out/moving_average_sma.py
index cdd3afd..62a940f 100644
--- a/tests/strategies/out/moving_average_sma.py
+++ b/tests/strategies/out/moving_average_sma.py
@@ -403,4 +403,4 @@
     ]
 )
 
-expected_signal = -1
+expected_signal = 1