Arrival Price AI Analytics

CQG AI Algos


The Arrival Price Algorithm is driven by short-term realized volatility and drift signals as well as market-implied cost of liquidity to execute within a risk-optimized time horizon using trader-defined slippage expectations. Arrival Price is benchmarked against mid-market and sweep to fill (market order) metrics.

"Liquidity Cost, Volatility, and Drift" are the quantities used by the algorithm to compute a theoretically optimal Equilibrium Trading Horizon (White Paper). "Seconds spent" reflects the practical application of this horizon over simulated dynamic market conditions. A "fill stream" is also included to demonstrate the effects of the Market By Order Impact Model, which helps size order slices in a manner consistent with price-level population.

The graphs below illuminate the effects of these indicators on optimal execution horizon and therefore, performance results of hypothetical Arrival Price orders.


Impact Model: MBO
Payup Model: PayupAI
Liquidity Cost:
Implicit cost of liquidity per lot
Volatility:
Normal volatility in dollar terms

 

Drift:
Short-term directional drift
Seconds Spent:
Seconds spent in simulated execution

 

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.3400
Slippage Sweep
-0.7900
Arrival Price
5,346.3750
Average Total
5,346.7150
Destination Price
5,345.8750
Sweep to Fill
5,345.9250
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:55:28.713 SIM:ESM5 Sell 1 5346.25 Aggressive
2025-04-17T11:55:29.547 SIM:ESM5 Sell 1 5346.25 Aggressive
2025-04-17T11:55:30.567 SIM:ESM5 Sell 14 5346.75 Aggressive
2025-04-17T11:55:30.567 SIM:ESM5 Sell 5 5346.5 Aggressive
2025-04-17T11:55:31.643 SIM:ESM5 Sell 16 5346.75 Aggressive
2025-04-17T11:55:31.913 SIM:ESM5 Sell 7 5346.75 Aggressive
2025-04-17T11:55:32.639 SIM:ESM5 Sell 5 5347 Aggressive
2025-04-17T11:55:35.257 SIM:ESM5 Sell 1 5346 Passive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.2250
Slippage Sweep
-0.3950
Arrival Price
5,345.1250
Average Total
5,344.9000
Destination Price
5,345.6250
Sweep to Fill
5,344.5050
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:54:32.792 SIM:ESM5 Sell 1 5345 Aggressive
2025-04-17T11:54:33.812 SIM:ESM5 Sell 2 5344.75 Aggressive
2025-04-17T11:54:33.812 SIM:ESM5 Sell 2 5344.75 Aggressive
2025-04-17T11:54:34.868 SIM:ESM5 Sell 5 5344.5 Aggressive
2025-04-17T11:54:35.82 SIM:ESM5 Sell 4 5344.5 Aggressive
2025-04-17T11:54:35.82 SIM:ESM5 Sell 9 5344.25 Aggressive
2025-04-17T11:54:39.916 SIM:ESM5 Sell 11 5345.25 Aggressive
2025-04-17T11:54:39.916 SIM:ESM5 Sell 2 5345.25 Aggressive
2025-04-17T11:54:41.917 SIM:ESM5 Sell 5 5345.25 Aggressive
2025-04-17T11:54:41.917 SIM:ESM5 Sell 4 5345.25 Aggressive
2025-04-17T11:54:42.872 SIM:ESM5 Sell 2 5345.5 Aggressive
2025-04-17T11:54:42.872 SIM:ESM5 Sell 3 5345.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.5250
Slippage Sweep
0.0550
Arrival Price
5,344.8750
Average Total
5,345.4000
Destination Price
5,345.3750
Sweep to Fill
5,345.3450
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:54:11.029 SIM:ESM5 Buy 1 5345 Aggressive
2025-04-17T11:54:12.212 SIM:ESM5 Buy 2 5345 Aggressive
2025-04-17T11:54:13.025 SIM:ESM5 Buy 4 5345.25 Aggressive
2025-04-17T11:54:16.065 SIM:ESM5 Buy 13 5345.25 Aggressive
2025-04-17T11:54:16.217 SIM:ESM5 Buy 1 5345 Passive
2025-04-17T11:54:20.107 SIM:ESM5 Buy 3 5345.25 Aggressive
2025-04-17T11:54:21.116 SIM:ESM5 Buy 6 5345.5 Aggressive
2025-04-17T11:54:21.116 SIM:ESM5 Buy 11 5345.75 Aggressive
2025-04-17T11:54:22.317 SIM:ESM5 Buy 3 5345.25 Aggressive
2025-04-17T11:54:25.157 SIM:ESM5 Buy 6 5345.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.4550
Slippage Sweep
-0.1300
Arrival Price
5,344.3750
Average Total
5,343.9200
Destination Price
5,345.8750
Sweep to Fill
5,343.7900
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:53:11.522 SIM:ESM5 Sell 1 5344 Aggressive
2025-04-17T11:53:12.518 SIM:ESM5 Sell 2 5344 Aggressive
2025-04-17T11:53:13.548 SIM:ESM5 Sell 3 5344 Aggressive
2025-04-17T11:53:14.527 SIM:ESM5 Sell 2 5344 Aggressive
2025-04-17T11:53:14.527 SIM:ESM5 Sell 3 5344 Aggressive
2025-04-17T11:53:19.593 SIM:ESM5 Sell 5 5343.75 Aggressive
2025-04-17T11:53:19.593 SIM:ESM5 Sell 5 5343.5 Aggressive
2025-04-17T11:53:20.582 SIM:ESM5 Sell 9 5343.75 Aggressive
2025-04-17T11:53:20.582 SIM:ESM5 Sell 2 5343.5 Aggressive
2025-04-17T11:53:20.582 SIM:ESM5 Sell 2 5343.75 Aggressive
2025-04-17T11:53:22.719 SIM:ESM5 Sell 7 5344 Aggressive
2025-04-17T11:53:22.719 SIM:ESM5 Sell 2 5344 Aggressive
2025-04-17T11:53:22.719 SIM:ESM5 Sell 2 5344 Passive
2025-04-17T11:53:23.623 SIM:ESM5 Sell 3 5344 Aggressive
2025-04-17T11:53:28.689 SIM:ESM5 Sell 2 5345.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.4350
Slippage Sweep
-0.8550
Arrival Price
5,344.8750
Average Total
5,344.4400
Destination Price
5,344.1250
Sweep to Fill
5,345.2950
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:53:02.873 SIM:ESM5 Buy 1 5344.5 Aggressive
2025-04-17T11:53:03.909 SIM:ESM5 Buy 9 5344.25 Aggressive
2025-04-17T11:53:05.581 SIM:ESM5 Buy 7 5344.25 Aggressive
2025-04-17T11:53:05.581 SIM:ESM5 Buy 6 5344.25 Passive
2025-04-17T11:53:05.913 SIM:ESM5 Buy 2 5344.5 Aggressive
2025-04-17T11:53:05.913 SIM:ESM5 Buy 10 5344.75 Aggressive
2025-04-17T11:53:05.913 SIM:ESM5 Buy 2 5344.5 Passive
2025-04-17T11:53:06.964 SIM:ESM5 Buy 8 5344.5 Aggressive
2025-04-17T11:53:08.041 SIM:ESM5 Buy 5 5344.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.5750
Slippage Sweep
-1.1300
Arrival Price
5,337.1250
Average Total
5,337.7000
Destination Price
5,339.8750
Sweep to Fill
5,336.5700
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:52:06.222 SIM:ESM5 Sell 1 5336.75 Aggressive
2025-04-17T11:52:07.249 SIM:ESM5 Sell 1 5337.5 Aggressive
2025-04-17T11:52:07.249 SIM:ESM5 Sell 1 5337.25 Aggressive
2025-04-17T11:52:09.256 SIM:ESM5 Sell 1 5337 Aggressive
2025-04-17T11:52:10.312 SIM:ESM5 Sell 1 5337 Aggressive
2025-04-17T11:52:11.314 SIM:ESM5 Sell 3 5337.25 Aggressive
2025-04-17T11:52:11.314 SIM:ESM5 Sell 1 5337.25 Aggressive
2025-04-17T11:52:13.314 SIM:ESM5 Sell 2 5337 Aggressive
2025-04-17T11:52:13.314 SIM:ESM5 Sell 1 5337 Aggressive
2025-04-17T11:52:15.312 SIM:ESM5 Sell 2 5337.25 Passive
2025-04-17T11:52:16.356 SIM:ESM5 Sell 7 5337.5 Aggressive
2025-04-17T11:52:18.366 SIM:ESM5 Sell 4 5337.25 Aggressive
2025-04-17T11:52:18.367 SIM:ESM5 Sell 1 5337.25 Aggressive
2025-04-17T11:52:21.409 SIM:ESM5 Sell 7 5336.75 Aggressive
2025-04-17T11:52:21.409 SIM:ESM5 Sell 2 5336.5 Aggressive
2025-04-17T11:52:24.461 SIM:ESM5 Sell 7 5338.75 Aggressive
2025-04-17T11:52:24.461 SIM:ESM5 Sell 1 5338.5 Aggressive
2025-04-17T11:52:24.61 SIM:ESM5 Sell 2 5338.75 Aggressive
2025-04-17T11:52:25.456 SIM:ESM5 Sell 5 5339.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.5450
Slippage Sweep
0.0800
Arrival Price
5,337.8750
Average Total
5,338.4200
Destination Price
5,337.3750
Sweep to Fill
5,338.3400
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:51:44.072 SIM:ESM5 Buy 13 5338.75 Aggressive
2025-04-17T11:51:44.072 SIM:ESM5 Buy 2 5338.75 Aggressive
2025-04-17T11:51:44.072 SIM:ESM5 Buy 1 5338.5 Aggressive
2025-04-17T11:51:44.072 SIM:ESM5 Buy 2 5338.75 Passive
2025-04-17T11:51:45.13 SIM:ESM5 Buy 6 5338.75 Aggressive
2025-04-17T11:51:45.13 SIM:ESM5 Buy 4 5339 Aggressive
2025-04-17T11:51:47.142 SIM:ESM5 Buy 7 5338.75 Aggressive
2025-04-17T11:51:54.298 SIM:ESM5 Buy 7 5337.5 Aggressive
2025-04-17T11:51:54.298 SIM:ESM5 Buy 1 5337.75 Aggressive
2025-04-17T11:51:56.179 SIM:ESM5 Buy 2 5337.5 Aggressive
2025-04-17T11:51:56.179 SIM:ESM5 Buy 5 5337.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.0450
Slippage Sweep
0.4450
Arrival Price
5,339.2500
Average Total
5,340.2950
Destination Price
5,340.1250
Sweep to Fill
5,339.8500
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:50:53.812 SIM:ESM5 Buy 2 5339.75 Aggressive
2025-04-17T11:50:54.784 SIM:ESM5 Buy 12 5340.25 Aggressive
2025-04-17T11:50:54.861 SIM:ESM5 Buy 3 5340.25 Aggressive
2025-04-17T11:50:55.812 SIM:ESM5 Buy 9 5340.5 Aggressive
2025-04-17T11:50:55.813 SIM:ESM5 Buy 4 5340.5 Aggressive
2025-04-17T11:50:56.831 SIM:ESM5 Buy 10 5340.25 Aggressive
2025-04-17T11:50:57.188 SIM:ESM5 Buy 3 5340.25 Aggressive
2025-04-17T11:50:57.823 SIM:ESM5 Buy 1 5340.25 Aggressive
2025-04-17T11:50:58.143 SIM:ESM5 Buy 1 5340.25 Passive
2025-04-17T11:50:58.143 SIM:ESM5 Buy 2 5340.25 Passive
2025-04-17T11:50:58.83 SIM:ESM5 Buy 3 5340.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.9350
Slippage Sweep
-1.4450
Arrival Price
5,338.5000
Average Total
5,339.4350
Destination Price
5,340.0000
Sweep to Fill
5,337.9900
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:50:13.619 SIM:ESM5 Sell 1 5338.5 Aggressive
2025-04-17T11:50:14.602 SIM:ESM5 Sell 4 5338 Aggressive
2025-04-17T11:50:16.652 SIM:ESM5 Sell 5 5339.25 Aggressive
2025-04-17T11:50:16.652 SIM:ESM5 Sell 4 5339 Aggressive
2025-04-17T11:50:16.652 SIM:ESM5 Sell 2 5339.25 Passive
2025-04-17T11:50:17.742 SIM:ESM5 Sell 5 5340.25 Aggressive
2025-04-17T11:50:17.742 SIM:ESM5 Sell 5 5340 Aggressive
2025-04-17T11:50:18.655 SIM:ESM5 Sell 19 5339.5 Aggressive
2025-04-17T11:50:19.679 SIM:ESM5 Sell 4 5339.75 Aggressive
2025-04-17T11:50:19.679 SIM:ESM5 Sell 1 5339.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.7750
Slippage Sweep
0.3400
Arrival Price
5,335.6250
Average Total
5,336.4000
Destination Price
5,336.5000
Sweep to Fill
5,336.0600
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:49:57.312 SIM:ESM5 Buy 1 5335.75 Aggressive
2025-04-17T11:49:58.312 SIM:ESM5 Buy 2 5335.75 Aggressive
2025-04-17T11:49:59.328 SIM:ESM5 Buy 2 5335.75 Aggressive
2025-04-17T11:50:01.324 SIM:ESM5 Buy 7 5336 Aggressive
2025-04-17T11:50:03.432 SIM:ESM5 Buy 1 5336.25 Aggressive
2025-04-17T11:50:03.432 SIM:ESM5 Buy 9 5336.5 Aggressive
2025-04-17T11:50:04.412 SIM:ESM5 Buy 16 5336.5 Aggressive
2025-04-17T11:50:04.412 SIM:ESM5 Buy 2 5336.5 Aggressive
2025-04-17T11:50:05.378 SIM:ESM5 Buy 10 5336.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.9450
Slippage Sweep
-1.5150
Arrival Price
5,328.6250
Average Total
5,329.5700
Destination Price
5,331.3750
Sweep to Fill
5,328.0550
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:49:03.031 SIM:ESM5 Sell 4 5329 Aggressive
2025-04-17T11:49:04.045 SIM:ESM5 Sell 5 5329.5 Aggressive
2025-04-17T11:49:04.045 SIM:ESM5 Sell 14 5329.25 Aggressive
2025-04-17T11:49:07.112 SIM:ESM5 Sell 8 5329 Aggressive
2025-04-17T11:49:07.112 SIM:ESM5 Sell 3 5329 Aggressive
2025-04-17T11:49:09.129 SIM:ESM5 Sell 6 5330 Aggressive
2025-04-17T11:49:09.129 SIM:ESM5 Sell 1 5329.75 Aggressive
2025-04-17T11:49:10.28 SIM:ESM5 Sell 6 5330.75 Aggressive
2025-04-17T11:49:10.28 SIM:ESM5 Sell 3 5330.75 Passive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.6050
Slippage Sweep
0.0600
Arrival Price
5,341.3750
Average Total
5,340.7700
Destination Price
5,340.6250
Sweep to Fill
5,340.8300
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:28:10.052 SIM:ESM5 Sell 1 5341.5 Aggressive
2025-04-17T11:28:11.064 SIM:ESM5 Sell 1 5341.25 Aggressive
2025-04-17T11:28:12.087 SIM:ESM5 Sell 3 5341 Aggressive
2025-04-17T11:28:12.087 SIM:ESM5 Sell 1 5341 Aggressive
2025-04-17T11:28:13.104 SIM:ESM5 Sell 1 5341 Aggressive
2025-04-17T11:28:13.104 SIM:ESM5 Sell 1 5341 Aggressive
2025-04-17T11:28:14.183 SIM:ESM5 Sell 3 5341 Aggressive
2025-04-17T11:28:14.183 SIM:ESM5 Sell 1 5340.75 Aggressive
2025-04-17T11:28:15.14 SIM:ESM5 Sell 5 5341 Aggressive
2025-04-17T11:28:16.13 SIM:ESM5 Sell 2 5340.75 Aggressive
2025-04-17T11:28:16.13 SIM:ESM5 Sell 6 5340.5 Aggressive
2025-04-17T11:28:17.241 SIM:ESM5 Sell 2 5340.75 Aggressive
2025-04-17T11:28:17.241 SIM:ESM5 Sell 7 5340.5 Aggressive
2025-04-17T11:28:18.17 SIM:ESM5 Sell 9 5340.75 Aggressive
2025-04-17T11:28:18.178 SIM:ESM5 Sell 1 5341 Passive
2025-04-17T11:28:18.178 SIM:ESM5 Sell 1 5341 Aggressive
2025-04-17T11:28:18.178 SIM:ESM5 Sell 1 5340.75 Aggressive
2025-04-17T11:28:19.218 SIM:ESM5 Sell 4 5340.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.6800
Slippage Sweep
-1.2800
Arrival Price
5,342.2500
Average Total
5,341.5700
Destination Price
5,341.0000
Sweep to Fill
5,342.8500
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:27:48.584 SIM:ESM5 Buy 1 5342 Aggressive
2025-04-17T11:27:49.612 SIM:ESM5 Buy 6 5341.5 Aggressive
2025-04-17T11:27:50.593 SIM:ESM5 Buy 5 5341.75 Aggressive
2025-04-17T11:27:50.593 SIM:ESM5 Buy 3 5342 Aggressive
2025-04-17T11:27:51.6 SIM:ESM5 Buy 2 5341.5 Aggressive
2025-04-17T11:27:51.6 SIM:ESM5 Buy 7 5341.75 Aggressive
2025-04-17T11:27:51.6 SIM:ESM5 Buy 4 5341.75 Aggressive
2025-04-17T11:27:52.62 SIM:ESM5 Buy 4 5341.5 Aggressive
2025-04-17T11:27:52.62 SIM:ESM5 Buy 5 5341.75 Aggressive
2025-04-17T11:27:52.621 SIM:ESM5 Buy 3 5341.5 Passive
2025-04-17T11:27:53.637 SIM:ESM5 Buy 3 5341.25 Aggressive
2025-04-17T11:27:53.73 SIM:ESM5 Buy 1 5341 Passive
2025-04-17T11:27:53.73 SIM:ESM5 Buy 1 5341 Passive
2025-04-17T11:27:53.73 SIM:ESM5 Buy 2 5341 Passive
2025-04-17T11:27:54.654 SIM:ESM5 Buy 2 5341.25 Aggressive
2025-04-17T11:27:54.74 SIM:ESM5 Buy 1 5341 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.3100
Slippage Sweep
-0.8550
Arrival Price
5,341.3750
Average Total
5,341.6850
Destination Price
5,342.1250
Sweep to Fill
5,340.8300
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:26:59.212 SIM:ESM5 Sell 1 5341.5 Passive
2025-04-17T11:26:59.977 SIM:ESM5 Sell 1 5341.5 Aggressive
2025-04-17T11:27:00.983 SIM:ESM5 Sell 5 5340.75 Aggressive
2025-04-17T11:27:02.007 SIM:ESM5 Sell 10 5341.75 Aggressive
2025-04-17T11:27:02.007 SIM:ESM5 Sell 1 5341.5 Aggressive
2025-04-17T11:27:02.034 SIM:ESM5 Sell 1 5341.75 Aggressive
2025-04-17T11:27:04.007 SIM:ESM5 Sell 8 5341.75 Aggressive
2025-04-17T11:27:04.658 SIM:ESM5 Sell 1 5342.25 Passive
2025-04-17T11:27:04.658 SIM:ESM5 Sell 1 5342.25 Passive
2025-04-17T11:27:05.077 SIM:ESM5 Sell 3 5342 Aggressive
2025-04-17T11:27:05.077 SIM:ESM5 Sell 6 5341.75 Aggressive
2025-04-17T11:27:06.035 SIM:ESM5 Sell 9 5341.75 Aggressive
2025-04-17T11:27:07.053 SIM:ESM5 Sell 1 5342 Aggressive
2025-04-17T11:27:07.053 SIM:ESM5 Sell 2 5342 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.5550
Slippage Sweep
-0.0950
Arrival Price
5,338.0000
Average Total
5,338.5550
Destination Price
5,340.1250
Sweep to Fill
5,338.6500
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:26:36.1 SIM:ESM5 Buy 1 5338 Aggressive
2025-04-17T11:26:37.173 SIM:ESM5 Buy 6 5337.75 Aggressive
2025-04-17T11:26:38.126 SIM:ESM5 Buy 6 5337.5 Aggressive
2025-04-17T11:26:38.126 SIM:ESM5 Buy 3 5337.75 Aggressive
2025-04-17T11:26:40.163 SIM:ESM5 Buy 5 5338.5 Aggressive
2025-04-17T11:26:40.163 SIM:ESM5 Buy 1 5338.5 Aggressive
2025-04-17T11:26:40.163 SIM:ESM5 Buy 2 5338.5 Aggressive
2025-04-17T11:26:42.188 SIM:ESM5 Buy 3 5338.5 Aggressive
2025-04-17T11:26:42.188 SIM:ESM5 Buy 2 5338.75 Aggressive
2025-04-17T11:26:43.18 SIM:ESM5 Buy 8 5338.75 Aggressive
2025-04-17T11:26:43.18 SIM:ESM5 Buy 5 5339 Aggressive
2025-04-17T11:26:46.461 SIM:ESM5 Buy 3 5339.25 Aggressive
2025-04-17T11:26:47.223 SIM:ESM5 Buy 4 5340.25 Aggressive
2025-04-17T11:26:47.71 SIM:ESM5 Buy 1 5340.25 Aggressive