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
0.9700
Slippage Sweep
0.2250
Arrival Price
5,345.8750
Average Total
5,344.9050
Destination Price
5,345.3750
Sweep to Fill
5,345.1300
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:52:11.441 SIM:ESM5 Sell 1 5345.75 Passive
2025-04-17T12:52:12.362 SIM:ESM5 Sell 4 5345.25 Aggressive
2025-04-17T12:52:13.239 SIM:ESM5 Sell 1 5345.25 Passive
2025-04-17T12:52:13.239 SIM:ESM5 Sell 1 5345.25 Passive
2025-04-17T12:52:13.239 SIM:ESM5 Sell 1 5345.25 Passive
2025-04-17T12:52:13.414 SIM:ESM5 Sell 4 5345 Aggressive
2025-04-17T12:52:13.415 SIM:ESM5 Sell 3 5344.75 Aggressive
2025-04-17T12:52:14.43 SIM:ESM5 Sell 10 5345 Aggressive
2025-04-17T12:52:18.45 SIM:ESM5 Sell 2 5344.75 Aggressive
2025-04-17T12:52:18.45 SIM:ESM5 Sell 6 5344.5 Aggressive
2025-04-17T12:52:19.457 SIM:ESM5 Sell 10 5344.75 Aggressive
2025-04-17T12:52:19.457 SIM:ESM5 Sell 1 5344.5 Aggressive
2025-04-17T12:52:20.441 SIM:ESM5 Sell 1 5344.75 Aggressive
2025-04-17T12:52:20.521 SIM:ESM5 Sell 2 5344.75 Aggressive
2025-04-17T12:52:22.613 SIM:ESM5 Sell 1 5345.25 Aggressive
2025-04-17T12:52:22.613 SIM:ESM5 Sell 2 5345.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.8600
Slippage Sweep
0.2900
Arrival Price
5,343.0000
Average Total
5,343.8600
Destination Price
5,343.5000
Sweep to Fill
5,343.5700
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:51:48.943 SIM:ESM5 Buy 5 5344 Aggressive
2025-04-17T12:51:48.943 SIM:ESM5 Buy 1 5344 Aggressive
2025-04-17T12:51:53.012 SIM:ESM5 Buy 1 5343.5 Aggressive
2025-04-17T12:51:53.07 SIM:ESM5 Buy 2 5343.5 Aggressive
2025-04-17T12:51:54.013 SIM:ESM5 Buy 5 5343.75 Aggressive
2025-04-17T12:51:54.013 SIM:ESM5 Buy 1 5343.75 Aggressive
2025-04-17T12:51:55.033 SIM:ESM5 Buy 3 5343.75 Aggressive
2025-04-17T12:51:55.033 SIM:ESM5 Buy 10 5344 Aggressive
2025-04-17T12:51:59.021 SIM:ESM5 Buy 9 5344 Aggressive
2025-04-17T12:52:00.056 SIM:ESM5 Buy 8 5343.75 Aggressive
2025-04-17T12:52:00.056 SIM:ESM5 Buy 5 5343.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.2000
Slippage Sweep
-0.3450
Arrival Price
5,340.6250
Average Total
5,340.4250
Destination Price
5,341.6250
Sweep to Fill
5,340.0800
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:50:54.085 SIM:ESM5 Sell 1 5340.5 Aggressive
2025-04-17T12:50:56.095 SIM:ESM5 Sell 4 5340 Aggressive
2025-04-17T12:50:56.095 SIM:ESM5 Sell 4 5339.75 Aggressive
2025-04-17T12:50:56.095 SIM:ESM5 Sell 2 5340 Aggressive
2025-04-17T12:51:00.171 SIM:ESM5 Sell 6 5340.25 Aggressive
2025-04-17T12:51:04.219 SIM:ESM5 Sell 2 5340.25 Aggressive
2025-04-17T12:51:04.219 SIM:ESM5 Sell 6 5340 Aggressive
2025-04-17T12:51:04.219 SIM:ESM5 Sell 1 5340 Aggressive
2025-04-17T12:51:04.219 SIM:ESM5 Sell 2 5340.25 Aggressive
2025-04-17T12:51:07.196 SIM:ESM5 Sell 7 5340 Aggressive
2025-04-17T12:51:08.222 SIM:ESM5 Sell 9 5341.25 Aggressive
2025-04-17T12:51:08.222 SIM:ESM5 Sell 2 5341 Aggressive
2025-04-17T12:51:09.259 SIM:ESM5 Sell 4 5341.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.1000
Slippage Sweep
-0.5100
Arrival Price
5,338.5000
Average Total
5,338.4000
Destination Price
5,337.2500
Sweep to Fill
5,337.8900
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:50:00.26 SIM:ESM5 Sell 8 5337.75 Aggressive
2025-04-17T12:50:00.26 SIM:ESM5 Sell 2 5337.75 Aggressive
2025-04-17T12:50:00.662 SIM:ESM5 Sell 1 5338.5 Passive
2025-04-17T12:50:03.283 SIM:ESM5 Sell 6 5338.75 Aggressive
2025-04-17T12:50:05.33 SIM:ESM5 Sell 3 5339 Aggressive
2025-04-17T12:50:05.331 SIM:ESM5 Sell 8 5338.75 Aggressive
2025-04-17T12:50:05.331 SIM:ESM5 Sell 1 5339 Passive
2025-04-17T12:50:06.326 SIM:ESM5 Sell 4 5339.5 Aggressive
2025-04-17T12:50:06.327 SIM:ESM5 Sell 1 5339.5 Passive
2025-04-17T12:50:06.327 SIM:ESM5 Sell 1 5339.5 Aggressive
2025-04-17T12:50:07.338 SIM:ESM5 Sell 7 5338.5 Aggressive
2025-04-17T12:50:07.338 SIM:ESM5 Sell 2 5338.5 Aggressive
2025-04-17T12:50:08.339 SIM:ESM5 Sell 5 5337 Aggressive
2025-04-17T12:50:08.339 SIM:ESM5 Sell 1 5337 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-1.6600
Slippage Sweep
-2.2800
Arrival Price
5,340.7500
Average Total
5,339.0900
Destination Price
5,337.6250
Sweep to Fill
5,341.3700
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:49:45.767 SIM:ESM5 Buy 1 5340.25 Passive
2025-04-17T12:49:46.712 SIM:ESM5 Buy 3 5339.25 Aggressive
2025-04-17T12:49:46.712 SIM:ESM5 Buy 13 5339.5 Aggressive
2025-04-17T12:49:46.712 SIM:ESM5 Buy 13 5339.75 Aggressive
2025-04-17T12:49:46.712 SIM:ESM5 Buy 1 5340 Aggressive
2025-04-17T12:49:47.734 SIM:ESM5 Buy 10 5338.5 Aggressive
2025-04-17T12:49:47.734 SIM:ESM5 Buy 2 5338.5 Passive
2025-04-17T12:49:48.719 SIM:ESM5 Buy 5 5337.75 Aggressive
2025-04-17T12:49:48.719 SIM:ESM5 Buy 2 5337.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.3550
Slippage Sweep
0.6850
Arrival Price
5,341.3750
Average Total
5,342.7300
Destination Price
5,344.1250
Sweep to Fill
5,342.0450
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:48:48.817 SIM:ESM5 Buy 1 5341.75 Aggressive
2025-04-17T12:48:49.756 SIM:ESM5 Buy 5 5341 Aggressive
2025-04-17T12:48:49.756 SIM:ESM5 Buy 2 5341.25 Aggressive
2025-04-17T12:48:52.831 SIM:ESM5 Buy 5 5342 Aggressive
2025-04-17T12:48:52.933 SIM:ESM5 Buy 1 5342 Aggressive
2025-04-17T12:48:54.809 SIM:ESM5 Buy 4 5342.25 Aggressive
2025-04-17T12:48:54.809 SIM:ESM5 Buy 2 5342.5 Aggressive
2025-04-17T12:48:55.834 SIM:ESM5 Buy 6 5343.25 Aggressive
2025-04-17T12:48:55.834 SIM:ESM5 Buy 1 5343.5 Aggressive
2025-04-17T12:48:55.834 SIM:ESM5 Buy 3 5343.25 Passive
2025-04-17T12:48:56.85 SIM:ESM5 Buy 8 5343 Aggressive
2025-04-17T12:48:56.912 SIM:ESM5 Buy 4 5343 Aggressive
2025-04-17T12:48:57.912 SIM:ESM5 Buy 1 5343.25 Passive
2025-04-17T12:48:58.913 SIM:ESM5 Buy 1 5343.75 Aggressive
2025-04-17T12:48:59.859 SIM:ESM5 Buy 6 5344.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.5950
Slippage Sweep
-1.2150
Arrival Price
5,346.2500
Average Total
5,346.8450
Destination Price
5,346.8750
Sweep to Fill
5,345.6300
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:48:00.636 SIM:ESM5 Sell 1 5346.25 Aggressive
2025-04-17T12:48:01.616 SIM:ESM5 Sell 2 5346.25 Aggressive
2025-04-17T12:48:01.616 SIM:ESM5 Sell 1 5346 Aggressive
2025-04-17T12:48:02.638 SIM:ESM5 Sell 6 5346.5 Aggressive
2025-04-17T12:48:02.638 SIM:ESM5 Sell 3 5346.25 Aggressive
2025-04-17T12:48:02.639 SIM:ESM5 Sell 4 5346.5 Passive
2025-04-17T12:48:03.721 SIM:ESM5 Sell 5 5347.25 Aggressive
2025-04-17T12:48:03.721 SIM:ESM5 Sell 4 5347 Aggressive
2025-04-17T12:48:03.721 SIM:ESM5 Sell 3 5347.25 Aggressive
2025-04-17T12:48:04.714 SIM:ESM5 Sell 7 5347.25 Aggressive
2025-04-17T12:48:04.714 SIM:ESM5 Sell 3 5347 Aggressive
2025-04-17T12:48:04.714 SIM:ESM5 Sell 4 5347.25 Passive
2025-04-17T12:48:05.713 SIM:ESM5 Sell 6 5346.75 Aggressive
2025-04-17T12:48:05.713 SIM:ESM5 Sell 1 5346.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.0950
Slippage Sweep
-0.6550
Arrival Price
5,346.7500
Average Total
5,346.6550
Destination Price
5,345.6250
Sweep to Fill
5,347.3100
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:47:40.065 SIM:ESM5 Buy 1 5346.75 Aggressive
2025-04-17T12:47:41.251 SIM:ESM5 Buy 5 5347.25 Aggressive
2025-04-17T12:47:41.251 SIM:ESM5 Buy 1 5347.25 Passive
2025-04-17T12:47:42.047 SIM:ESM5 Buy 8 5347.25 Aggressive
2025-04-17T12:47:42.047 SIM:ESM5 Buy 4 5347.25 Passive
2025-04-17T12:47:48.193 SIM:ESM5 Buy 1 5346.5 Passive
2025-04-17T12:47:49.109 SIM:ESM5 Buy 8 5346.5 Aggressive
2025-04-17T12:47:49.109 SIM:ESM5 Buy 1 5346.75 Aggressive
2025-04-17T12:47:49.109 SIM:ESM5 Buy 4 5346.5 Passive
2025-04-17T12:47:52.246 SIM:ESM5 Buy 2 5346.5 Aggressive
2025-04-17T12:47:53.147 SIM:ESM5 Buy 8 5346.25 Aggressive
2025-04-17T12:47:53.219 SIM:ESM5 Buy 2 5346.25 Aggressive
2025-04-17T12:47:54.162 SIM:ESM5 Buy 5 5345.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.5300
Slippage Sweep
-1.0150
Arrival Price
5,341.6250
Average Total
5,342.1550
Destination Price
5,343.0000
Sweep to Fill
5,341.1400
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:46:58.613 SIM:ESM5 Sell 2 5342 Aggressive
2025-04-17T12:46:59.531 SIM:ESM5 Sell 5 5342 Aggressive
2025-04-17T12:46:59.531 SIM:ESM5 Sell 2 5341.75 Aggressive
2025-04-17T12:47:00.684 SIM:ESM5 Sell 10 5342.25 Aggressive
2025-04-17T12:47:00.684 SIM:ESM5 Sell 8 5342 Aggressive
2025-04-17T12:47:01.569 SIM:ESM5 Sell 9 5342 Aggressive
2025-04-17T12:47:01.569 SIM:ESM5 Sell 4 5342 Passive
2025-04-17T12:47:02.566 SIM:ESM5 Sell 2 5342.25 Aggressive
2025-04-17T12:47:02.612 SIM:ESM5 Sell 1 5342.5 Passive
2025-04-17T12:47:02.612 SIM:ESM5 Sell 1 5342.5 Passive
2025-04-17T12:47:02.612 SIM:ESM5 Sell 1 5342.5 Aggressive
2025-04-17T12:47:03.613 SIM:ESM5 Sell 5 5342.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.4450
Slippage Sweep
-1.0400
Arrival Price
5,337.5000
Average Total
5,337.9450
Destination Price
5,338.5000
Sweep to Fill
5,336.9050
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:46:04.522 SIM:ESM5 Sell 1 5337.25 Aggressive
2025-04-17T12:46:06.413 SIM:ESM5 Sell 2 5337 Aggressive
2025-04-17T12:46:06.442 SIM:ESM5 Sell 1 5337.25 Passive
2025-04-17T12:46:06.443 SIM:ESM5 Sell 1 5337.25 Passive
2025-04-17T12:46:08.43 SIM:ESM5 Sell 5 5337.5 Aggressive
2025-04-17T12:46:08.434 SIM:ESM5 Sell 1 5337.5 Aggressive
2025-04-17T12:46:10.43 SIM:ESM5 Sell 11 5338 Aggressive
2025-04-17T12:46:10.46 SIM:ESM5 Sell 2 5338 Aggressive
2025-04-17T12:46:11.429 SIM:ESM5 Sell 9 5338.25 Aggressive
2025-04-17T12:46:11.429 SIM:ESM5 Sell 8 5338 Aggressive
2025-04-17T12:46:12.519 SIM:ESM5 Sell 1 5338.25 Passive
2025-04-17T12:46:12.519 SIM:ESM5 Sell 1 5338.25 Passive
2025-04-17T12:46:12.519 SIM:ESM5 Sell 2 5338.25 Passive
2025-04-17T12:46:12.519 SIM:ESM5 Sell 1 5338.25 Passive
2025-04-17T12:46:14.614 SIM:ESM5 Sell 4 5338.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.9850
Slippage Sweep
0.6650
Arrival Price
5,333.3750
Average Total
5,334.3600
Destination Price
5,335.1250
Sweep to Fill
5,333.6950
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:45:47.056 SIM:ESM5 Buy 1 5333.25 Aggressive
2025-04-17T12:45:48.074 SIM:ESM5 Buy 3 5333.5 Aggressive
2025-04-17T12:45:49.112 SIM:ESM5 Buy 7 5333.5 Aggressive
2025-04-17T12:45:51.124 SIM:ESM5 Buy 7 5334.25 Aggressive
2025-04-17T12:45:52.117 SIM:ESM5 Buy 12 5334.5 Aggressive
2025-04-17T12:45:52.117 SIM:ESM5 Buy 4 5334.75 Aggressive
2025-04-17T12:45:52.117 SIM:ESM5 Buy 3 5334.5 Aggressive
2025-04-17T12:45:53.127 SIM:ESM5 Buy 7 5334.75 Aggressive
2025-04-17T12:45:53.127 SIM:ESM5 Buy 5 5335 Aggressive
2025-04-17T12:45:54.142 SIM:ESM5 Buy 1 5335.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.4450
Slippage Sweep
-0.8450
Arrival Price
5,332.6250
Average Total
5,332.1800
Destination Price
5,331.6250
Sweep to Fill
5,333.0250
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:44:54.112 SIM:ESM5 Buy 1 5332.5 Aggressive
2025-04-17T12:44:55.057 SIM:ESM5 Buy 3 5332.5 Aggressive
2025-04-17T12:44:56.066 SIM:ESM5 Buy 5 5332.5 Aggressive
2025-04-17T12:44:57.128 SIM:ESM5 Buy 3 5332.5 Aggressive
2025-04-17T12:44:58.112 SIM:ESM5 Buy 5 5332 Aggressive
2025-04-17T12:44:58.112 SIM:ESM5 Buy 5 5332.25 Aggressive
2025-04-17T12:44:59.121 SIM:ESM5 Buy 3 5332 Aggressive
2025-04-17T12:44:59.121 SIM:ESM5 Buy 12 5332.25 Aggressive
2025-04-17T12:45:00.121 SIM:ESM5 Buy 5 5331.75 Aggressive
2025-04-17T12:45:00.121 SIM:ESM5 Buy 8 5332 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.6400
Slippage Sweep
-1.2650
Arrival Price
5,330.6250
Average Total
5,331.2650
Destination Price
5,332.0000
Sweep to Fill
5,330.0000
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:44:13.751 SIM:ESM5 Sell 2 5331 Aggressive
2025-04-17T12:44:14.76 SIM:ESM5 Sell 14 5331 Aggressive
2025-04-17T12:44:15.812 SIM:ESM5 Sell 16 5331.25 Aggressive
2025-04-17T12:44:15.812 SIM:ESM5 Sell 2 5331.25 Aggressive
2025-04-17T12:44:16.781 SIM:ESM5 Sell 9 5331.5 Aggressive
2025-04-17T12:44:16.782 SIM:ESM5 Sell 4 5331.5 Passive
2025-04-17T12:44:17.813 SIM:ESM5 Sell 3 5331.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.2250
Slippage Sweep
-0.6950
Arrival Price
5,329.6250
Average Total
5,329.4000
Destination Price
5,328.8750
Sweep to Fill
5,330.0950
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:44:01.053 SIM:ESM5 Buy 1 5329.5 Aggressive
2025-04-17T12:44:02.112 SIM:ESM5 Buy 5 5329.5 Aggressive
2025-04-17T12:44:03.112 SIM:ESM5 Buy 7 5329.5 Aggressive
2025-04-17T12:44:04.112 SIM:ESM5 Buy 3 5329.5 Aggressive
2025-04-17T12:44:05.147 SIM:ESM5 Buy 8 5329.5 Aggressive
2025-04-17T12:44:05.147 SIM:ESM5 Buy 1 5329.5 Aggressive
2025-04-17T12:44:06.136 SIM:ESM5 Buy 11 5329.5 Aggressive
2025-04-17T12:44:06.136 SIM:ESM5 Buy 4 5329.5 Aggressive
2025-04-17T12:44:07.145 SIM:ESM5 Buy 10 5329 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.4200
Slippage Sweep
-0.8100
Arrival Price
5,328.1250
Average Total
5,327.7050
Destination Price
5,326.6250
Sweep to Fill
5,328.5150
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-17T12:42:11.961 SIM:ESM5 Buy 1 5328 Aggressive
2025-04-17T12:42:13.854 SIM:ESM5 Buy 2 5328 Aggressive
2025-04-17T12:42:13.855 SIM:ESM5 Buy 7 5328 Aggressive
2025-04-17T12:42:14.844 SIM:ESM5 Buy 2 5328.5 Aggressive
2025-04-17T12:42:16.899 SIM:ESM5 Buy 2 5328 Aggressive
2025-04-17T12:42:17.863 SIM:ESM5 Buy 10 5327.75 Aggressive
2025-04-17T12:42:17.968 SIM:ESM5 Buy 1 5327.5 Passive
2025-04-17T12:42:17.968 SIM:ESM5 Buy 1 5327.5 Aggressive
2025-04-17T12:42:18.912 SIM:ESM5 Buy 12 5327.75 Aggressive
2025-04-17T12:42:19.013 SIM:ESM5 Buy 4 5327.75 Aggressive
2025-04-17T12:42:19.913 SIM:ESM5 Buy 1 5327 Aggressive
2025-04-17T12:42:19.913 SIM:ESM5 Buy 6 5327 Aggressive
2025-04-17T12:42:20.938 SIM:ESM5 Buy 1 5326.75 Aggressive