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
Buy
Quantity
50
Total Filled
50
Slippage
-0.5400
Slippage Sweep
-1.1450
Arrival Price
5,342.0000
Average Total
5,341.4600
Destination Price
5,341.1250
Sweep to Fill
5,342.6050
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:06:04.712 SIM:ESM5 Buy 1 5342.25 Aggressive
2025-04-17T12:06:06.804 SIM:ESM5 Buy 3 5342.25 Aggressive
2025-04-17T12:06:07.784 SIM:ESM5 Buy 2 5342 Aggressive
2025-04-17T12:06:08.772 SIM:ESM5 Buy 14 5341.5 Aggressive
2025-04-17T12:06:08.772 SIM:ESM5 Buy 1 5341.5 Passive
2025-04-17T12:06:09.772 SIM:ESM5 Buy 7 5341 Aggressive
2025-04-17T12:06:09.772 SIM:ESM5 Buy 3 5341.25 Aggressive
2025-04-17T12:06:10.781 SIM:ESM5 Buy 10 5341.5 Aggressive
2025-04-17T12:06:10.781 SIM:ESM5 Buy 1 5341.75 Aggressive
2025-04-17T12:06:11.904 SIM:ESM5 Buy 7 5341.25 Aggressive
2025-04-17T12:06:11.904 SIM:ESM5 Buy 1 5341.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.6850
Slippage Sweep
0.0950
Arrival Price
5,344.6250
Average Total
5,343.9400
Destination Price
5,345.0000
Sweep to Fill
5,344.0350
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:05:03.712 SIM:ESM5 Sell 1 5344.25 Aggressive
2025-04-17T12:05:04.678 SIM:ESM5 Sell 10 5343.75 Aggressive
2025-04-17T12:05:04.678 SIM:ESM5 Sell 3 5343.5 Aggressive
2025-04-17T12:05:05.212 SIM:ESM5 Sell 3 5344 Aggressive
2025-04-17T12:05:10.757 SIM:ESM5 Sell 1 5344.5 Passive
2025-04-17T12:05:10.757 SIM:ESM5 Sell 1 5344.5 Aggressive
2025-04-17T12:05:11.76 SIM:ESM5 Sell 10 5344 Aggressive
2025-04-17T12:05:11.761 SIM:ESM5 Sell 4 5344 Passive
2025-04-17T12:05:12.82 SIM:ESM5 Sell 6 5343.25 Aggressive
2025-04-17T12:05:12.82 SIM:ESM5 Sell 1 5343 Aggressive
2025-04-17T12:05:12.82 SIM:ESM5 Sell 1 5343.25 Passive
2025-04-17T12:05:13.818 SIM:ESM5 Sell 1 5344 Aggressive
2025-04-17T12:05:17.838 SIM:ESM5 Sell 7 5344.75 Aggressive
2025-04-17T12:05:17.838 SIM:ESM5 Sell 1 5344.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.3750
Slippage Sweep
0.7300
Arrival Price
5,342.5000
Average Total
5,343.8750
Destination Price
5,343.6250
Sweep to Fill
5,343.1450
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:04:53.015 SIM:ESM5 Buy 1 5342.75 Passive
2025-04-17T12:04:53.62 SIM:ESM5 Buy 11 5343.25 Aggressive
2025-04-17T12:04:53.662 SIM:ESM5 Buy 3 5343.25 Aggressive
2025-04-17T12:04:54.844 SIM:ESM5 Buy 1 5343.5 Passive
2025-04-17T12:04:54.845 SIM:ESM5 Buy 1 5343.5 Passive
2025-04-17T12:04:54.845 SIM:ESM5 Buy 1 5343.5 Passive
2025-04-17T12:04:55.635 SIM:ESM5 Buy 6 5344.25 Aggressive
2025-04-17T12:04:55.635 SIM:ESM5 Buy 6 5344.5 Aggressive
2025-04-17T12:04:55.635 SIM:ESM5 Buy 5 5344.25 Passive
2025-04-17T12:04:56.678 SIM:ESM5 Buy 5 5344 Aggressive
2025-04-17T12:04:56.678 SIM:ESM5 Buy 5 5344.25 Aggressive
2025-04-17T12:04:58.826 SIM:ESM5 Buy 5 5344 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-1.1050
Slippage Sweep
-1.2500
Arrival Price
5,340.1250
Average Total
5,341.2300
Destination Price
5,341.3750
Sweep to Fill
5,339.9800
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:04:05.044 SIM:ESM5 Sell 1 5340.25 Passive
2025-04-17T12:04:05.044 SIM:ESM5 Sell 1 5340.25 Passive
2025-04-17T12:04:05.98 SIM:ESM5 Sell 3 5341.25 Aggressive
2025-04-17T12:04:05.98 SIM:ESM5 Sell 6 5341 Aggressive
2025-04-17T12:04:06.987 SIM:ESM5 Sell 9 5341.25 Aggressive
2025-04-17T12:04:06.987 SIM:ESM5 Sell 3 5341 Aggressive
2025-04-17T12:04:06.987 SIM:ESM5 Sell 2 5341.25 Passive
2025-04-17T12:04:08.003 SIM:ESM5 Sell 8 5342 Aggressive
2025-04-17T12:04:08.003 SIM:ESM5 Sell 2 5341.75 Aggressive
2025-04-17T12:04:09.093 SIM:ESM5 Sell 3 5341.25 Aggressive
2025-04-17T12:04:09.093 SIM:ESM5 Sell 9 5341 Aggressive
2025-04-17T12:04:09.093 SIM:ESM5 Sell 3 5340.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.3500
Slippage Sweep
-1.0000
Arrival Price
5,347.1250
Average Total
5,346.7750
Destination Price
5,345.8750
Sweep to Fill
5,347.7750
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:03:06.263 SIM:ESM5 Buy 1 5346.75 Aggressive
2025-04-17T12:03:07.5 SIM:ESM5 Buy 2 5347 Aggressive
2025-04-17T12:03:08.487 SIM:ESM5 Buy 2 5347.5 Aggressive
2025-04-17T12:03:09.344 SIM:ESM5 Buy 11 5347.75 Aggressive
2025-04-17T12:03:09.355 SIM:ESM5 Buy 2 5347.75 Aggressive
2025-04-17T12:03:12.345 SIM:ESM5 Buy 4 5347 Aggressive
2025-04-17T12:03:12.346 SIM:ESM5 Buy 1 5346.75 Passive
2025-04-17T12:03:12.346 SIM:ESM5 Buy 1 5346.75 Aggressive
2025-04-17T12:03:12.346 SIM:ESM5 Buy 3 5347 Aggressive
2025-04-17T12:03:13.339 SIM:ESM5 Buy 6 5346 Aggressive
2025-04-17T12:03:13.339 SIM:ESM5 Buy 7 5346.25 Aggressive
2025-04-17T12:03:14.346 SIM:ESM5 Buy 4 5346 Aggressive
2025-04-17T12:03:14.346 SIM:ESM5 Buy 6 5346 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.2150
Slippage Sweep
-0.3400
Arrival Price
5,349.3750
Average Total
5,349.1600
Destination Price
5,348.8750
Sweep to Fill
5,348.8200
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:02:20.057 SIM:ESM5 Sell 2 5349 Aggressive
2025-04-17T12:02:22.121 SIM:ESM5 Sell 1 5349.25 Aggressive
2025-04-17T12:02:23.125 SIM:ESM5 Sell 9 5349 Aggressive
2025-04-17T12:02:23.125 SIM:ESM5 Sell 3 5349 Aggressive
2025-04-17T12:02:23.125 SIM:ESM5 Sell 1 5349 Passive
2025-04-17T12:02:26.154 SIM:ESM5 Sell 8 5349.75 Aggressive
2025-04-17T12:02:26.154 SIM:ESM5 Sell 1 5349.75 Aggressive
2025-04-17T12:02:27.218 SIM:ESM5 Sell 2 5349.5 Aggressive
2025-04-17T12:02:27.218 SIM:ESM5 Sell 1 5349.5 Aggressive
2025-04-17T12:02:29.178 SIM:ESM5 Sell 2 5349 Aggressive
2025-04-17T12:02:29.178 SIM:ESM5 Sell 5 5349 Aggressive
2025-04-17T12:02:30.315 SIM:ESM5 Sell 7 5349 Aggressive
2025-04-17T12:02:30.315 SIM:ESM5 Sell 6 5349 Aggressive
2025-04-17T12:02:31.224 SIM:ESM5 Sell 2 5348.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.8550
Slippage Sweep
0.2550
Arrival Price
5,347.8750
Average Total
5,347.0200
Destination Price
5,347.0000
Sweep to Fill
5,347.2750
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:01:23.07 SIM:ESM5 Sell 1 5347.5 Aggressive
2025-04-17T12:01:24.076 SIM:ESM5 Sell 3 5347.25 Aggressive
2025-04-17T12:01:24.076 SIM:ESM5 Sell 8 5347 Aggressive
2025-04-17T12:01:25.084 SIM:ESM5 Sell 4 5347.25 Aggressive
2025-04-17T12:01:27.078 SIM:ESM5 Sell 12 5347 Aggressive
2025-04-17T12:01:27.078 SIM:ESM5 Sell 1 5347 Aggressive
2025-04-17T12:01:28.089 SIM:ESM5 Sell 6 5347 Aggressive
2025-04-17T12:01:28.089 SIM:ESM5 Sell 4 5346.75 Aggressive
2025-04-17T12:01:28.09 SIM:ESM5 Sell 4 5347 Passive
2025-04-17T12:01:29.107 SIM:ESM5 Sell 6 5347 Aggressive
2025-04-17T12:01:30.115 SIM:ESM5 Sell 1 5346.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.1150
Slippage Sweep
-0.5250
Arrival Price
5,349.8750
Average Total
5,349.9900
Destination Price
5,348.8750
Sweep to Fill
5,350.5150
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:01:00.288 SIM:ESM5 Buy 1 5349.75 Passive
2025-04-17T12:01:00.727 SIM:ESM5 Buy 1 5350 Aggressive
2025-04-17T12:01:01.741 SIM:ESM5 Buy 1 5350 Aggressive
2025-04-17T12:01:02.744 SIM:ESM5 Buy 7 5349.25 Aggressive
2025-04-17T12:01:02.771 SIM:ESM5 Buy 1 5349.25 Aggressive
2025-04-17T12:01:05.762 SIM:ESM5 Buy 5 5350.25 Aggressive
2025-04-17T12:01:05.762 SIM:ESM5 Buy 15 5350.5 Aggressive
2025-04-17T12:01:05.762 SIM:ESM5 Buy 4 5350.25 Aggressive
2025-04-17T12:01:05.762 SIM:ESM5 Buy 3 5350.5 Aggressive
2025-04-17T12:01:10.879 SIM:ESM5 Buy 2 5349.75 Aggressive
2025-04-17T12:01:10.88 SIM:ESM5 Buy 4 5349.75 Aggressive
2025-04-17T12:01:11.839 SIM:ESM5 Buy 1 5349.5 Aggressive
2025-04-17T12:01:11.839 SIM:ESM5 Buy 3 5349.5 Aggressive
2025-04-17T12:01:12.877 SIM:ESM5 Buy 2 5349 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
1.0600
Slippage Sweep
0.5900
Arrival Price
5,349.1250
Average Total
5,348.0650
Destination Price
5,347.1250
Sweep to Fill
5,348.6550
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:00:15.38 SIM:ESM5 Sell 5 5348.5 Aggressive
2025-04-17T12:00:15.38 SIM:ESM5 Sell 7 5348.25 Aggressive
2025-04-17T12:00:15.38 SIM:ESM5 Sell 5 5348.5 Aggressive
2025-04-17T12:00:16.447 SIM:ESM5 Sell 7 5348.25 Aggressive
2025-04-17T12:00:16.447 SIM:ESM5 Sell 4 5348 Aggressive
2025-04-17T12:00:17.418 SIM:ESM5 Sell 3 5348.5 Aggressive
2025-04-17T12:00:18.421 SIM:ESM5 Sell 6 5348 Aggressive
2025-04-17T12:00:18.421 SIM:ESM5 Sell 2 5347.75 Aggressive
2025-04-17T12:00:19.475 SIM:ESM5 Sell 8 5347.5 Aggressive
2025-04-17T12:00:20.463 SIM:ESM5 Sell 3 5347.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.0000
Slippage Sweep
-0.4050
Arrival Price
5,348.3750
Average Total
5,348.3750
Destination Price
5,346.8750
Sweep to Fill
5,347.9700
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:59:17.677 SIM:ESM5 Sell 1 5348.25 Aggressive
2025-04-17T11:59:18.64 SIM:ESM5 Sell 2 5348.25 Aggressive
2025-04-17T11:59:19.685 SIM:ESM5 Sell 3 5348.5 Aggressive
2025-04-17T11:59:19.685 SIM:ESM5 Sell 1 5348.5 Aggressive
2025-04-17T11:59:20.647 SIM:ESM5 Sell 6 5349 Aggressive
2025-04-17T11:59:20.647 SIM:ESM5 Sell 6 5348.75 Aggressive
2025-04-17T11:59:24.657 SIM:ESM5 Sell 4 5348.5 Aggressive
2025-04-17T11:59:26.019 SIM:ESM5 Sell 1 5348.75 Passive
2025-04-17T11:59:26.019 SIM:ESM5 Sell 1 5348.75 Aggressive
2025-04-17T11:59:26.813 SIM:ESM5 Sell 2 5348.5 Aggressive
2025-04-17T11:59:27.702 SIM:ESM5 Sell 5 5348.5 Aggressive
2025-04-17T11:59:30.724 SIM:ESM5 Sell 8 5348.5 Aggressive
2025-04-17T11:59:30.724 SIM:ESM5 Sell 2 5348.5 Aggressive
2025-04-17T11:59:30.724 SIM:ESM5 Sell 2 5348.5 Aggressive
2025-04-17T11:59:32.77 SIM:ESM5 Sell 1 5346.75 Aggressive
2025-04-17T11:59:32.77 SIM:ESM5 Sell 5 5346.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.3550
Slippage Sweep
-0.8550
Arrival Price
5,349.8750
Average Total
5,349.5200
Destination Price
5,349.2500
Sweep to Fill
5,350.3750
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:59:03.912 SIM:ESM5 Buy 1 5350 Passive
2025-04-17T11:59:04.883 SIM:ESM5 Buy 1 5350.25 Aggressive
2025-04-17T11:59:05.952 SIM:ESM5 Buy 1 5350 Aggressive
2025-04-17T11:59:06.935 SIM:ESM5 Buy 3 5350 Aggressive
2025-04-17T11:59:07.903 SIM:ESM5 Buy 2 5349.75 Aggressive
2025-04-17T11:59:07.915 SIM:ESM5 Buy 3 5349.75 Aggressive
2025-04-17T11:59:08.943 SIM:ESM5 Buy 8 5349.25 Aggressive
2025-04-17T11:59:08.943 SIM:ESM5 Buy 4 5349.25 Passive
2025-04-17T11:59:09.932 SIM:ESM5 Buy 2 5349.25 Aggressive
2025-04-17T11:59:09.932 SIM:ESM5 Buy 15 5349.5 Aggressive
2025-04-17T11:59:10.946 SIM:ESM5 Buy 3 5349.5 Aggressive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive
2025-04-17T11:59:11.366 SIM:ESM5 Buy 1 5349.5 Passive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.2100
Slippage Sweep
-0.5750
Arrival Price
5,347.6250
Average Total
5,347.4150
Destination Price
5,346.8750
Sweep to Fill
5,347.9900
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:58:01.944 SIM:ESM5 Buy 1 5347.75 Aggressive
2025-04-17T11:58:03.05 SIM:ESM5 Buy 3 5347.75 Aggressive
2025-04-17T11:58:04.089 SIM:ESM5 Buy 5 5348 Aggressive
2025-04-17T11:58:05.977 SIM:ESM5 Buy 8 5347.5 Aggressive
2025-04-17T11:58:07.001 SIM:ESM5 Buy 3 5347.5 Aggressive
2025-04-17T11:58:08.068 SIM:ESM5 Buy 4 5347.75 Aggressive
2025-04-17T11:58:10.012 SIM:ESM5 Buy 5 5347 Aggressive
2025-04-17T11:58:10.012 SIM:ESM5 Buy 8 5347.25 Aggressive
2025-04-17T11:58:11.088 SIM:ESM5 Buy 9 5347.25 Aggressive
2025-04-17T11:58:12.074 SIM:ESM5 Buy 4 5347 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.2500
Slippage Sweep
-0.8300
Arrival Price
5,349.1250
Average Total
5,348.8750
Destination Price
5,348.3750
Sweep to Fill
5,349.7050
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:57:10.22 SIM:ESM5 Buy 1 5349 Aggressive
2025-04-17T11:57:11.259 SIM:ESM5 Buy 1 5349.5 Aggressive
2025-04-17T11:57:11.259 SIM:ESM5 Buy 4 5349.5 Aggressive
2025-04-17T11:57:13.263 SIM:ESM5 Buy 3 5349 Aggressive
2025-04-17T11:57:14.278 SIM:ESM5 Buy 5 5348.75 Aggressive
2025-04-17T11:57:14.278 SIM:ESM5 Buy 9 5349 Aggressive
2025-04-17T11:57:16.346 SIM:ESM5 Buy 7 5348.75 Aggressive
2025-04-17T11:57:16.347 SIM:ESM5 Buy 8 5349 Aggressive
2025-04-17T11:57:17.312 SIM:ESM5 Buy 11 5348.5 Aggressive
2025-04-17T11:57:17.312 SIM:ESM5 Buy 1 5348.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.5850
Slippage Sweep
0.0650
Arrival Price
5,350.6250
Average Total
5,350.0400
Destination Price
5,350.1250
Sweep to Fill
5,350.1050
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:56:28.825 SIM:ESM5 Sell 1 5350.5 Aggressive
2025-04-17T11:56:29.866 SIM:ESM5 Sell 3 5350.5 Aggressive
2025-04-17T11:56:30.866 SIM:ESM5 Sell 10 5350.25 Aggressive
2025-04-17T11:56:30.867 SIM:ESM5 Sell 3 5350.25 Passive
2025-04-17T11:56:31.862 SIM:ESM5 Sell 13 5349.75 Aggressive
2025-04-17T11:56:31.926 SIM:ESM5 Sell 5 5349.75 Aggressive
2025-04-17T11:56:32.862 SIM:ESM5 Sell 5 5350.25 Aggressive
2025-04-17T11:56:32.862 SIM:ESM5 Sell 10 5350 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.5600
Slippage Sweep
0.0900
Arrival Price
5,350.3750
Average Total
5,350.9350
Destination Price
5,351.1250
Sweep to Fill
5,350.8450
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T11:56:12.534 SIM:ESM5 Buy 1 5350.5 Passive
2025-04-17T11:56:13.525 SIM:ESM5 Buy 5 5350.75 Aggressive
2025-04-17T11:56:14.546 SIM:ESM5 Buy 1 5350.75 Aggressive
2025-04-17T11:56:15.558 SIM:ESM5 Buy 4 5350.75 Aggressive
2025-04-17T11:56:15.558 SIM:ESM5 Buy 4 5350.75 Aggressive
2025-04-17T11:56:17.587 SIM:ESM5 Buy 10 5351 Aggressive
2025-04-17T11:56:17.587 SIM:ESM5 Buy 1 5351.25 Aggressive
2025-04-17T11:56:17.612 SIM:ESM5 Buy 3 5351 Aggressive
2025-04-17T11:56:18.638 SIM:ESM5 Buy 10 5351 Aggressive
2025-04-17T11:56:18.638 SIM:ESM5 Buy 5 5351 Aggressive
2025-04-17T11:56:19.617 SIM:ESM5 Buy 4 5351 Aggressive
2025-04-17T11:56:22.643 SIM:ESM5 Buy 2 5351.25 Aggressive