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
-0.2400
Slippage Sweep
-1.0681
Arrival Price
5,293.2500
Average Total
5,293.0100
Destination Price
5,292.5000
Sweep to Fill
5,294.0781
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T19:00:27.112 SIM:ESM5 Buy 1 5294 Aggressive
2025-04-20T19:00:28.212 SIM:ESM5 Buy 2 5294.25 Aggressive
2025-04-20T19:00:28.212 SIM:ESM5 Buy 1 5294.25 Aggressive
2025-04-20T19:00:29.112 SIM:ESM5 Buy 2 5294 Aggressive
2025-04-20T19:00:29.112 SIM:ESM5 Buy 1 5294 Aggressive
2025-04-20T19:00:39.331 SIM:ESM5 Buy 2 5293.25 Aggressive
2025-04-20T19:00:40.479 SIM:ESM5 Buy 2 5293 Aggressive
2025-04-20T19:00:41.212 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T19:00:42.157 SIM:ESM5 Buy 2 5293 Aggressive
2025-04-20T19:00:44.178 SIM:ESM5 Buy 3 5292.75 Aggressive
2025-04-20T19:00:44.178 SIM:ESM5 Buy 5 5293 Aggressive
2025-04-20T19:00:45.351 SIM:ESM5 Buy 5 5292.5 Aggressive
2025-04-20T19:00:45.351 SIM:ESM5 Buy 3 5292.75 Aggressive
2025-04-20T19:00:58.451 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T19:00:58.451 SIM:ESM5 Buy 4 5293 Aggressive
2025-04-20T19:01:00.36 SIM:ESM5 Buy 8 5292.75 Aggressive
2025-04-20T19:01:00.36 SIM:ESM5 Buy 4 5292.75 Aggressive
2025-04-20T19:01:01.633 SIM:ESM5 Buy 3 5292.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.4700
Slippage Sweep
-0.2850
Arrival Price
5,293.0000
Average Total
5,293.4700
Destination Price
5,293.5000
Sweep to Fill
5,293.7550
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:56:54.636 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:56:54.636 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:56:56.283 SIM:ESM5 Buy 2 5293.25 Aggressive
2025-04-20T18:56:59.736 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:56:59.736 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:57:01.265 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:57:04.042 SIM:ESM5 Buy 2 5293 Aggressive
2025-04-20T18:57:07.35 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:57:07.35 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:57:09.318 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:57:09.318 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:57:11.263 SIM:ESM5 Buy 1 5292.75 Aggressive
2025-04-20T18:57:11.263 SIM:ESM5 Buy 2 5293 Aggressive
2025-04-20T18:57:12.282 SIM:ESM5 Buy 14 5293.75 Aggressive
2025-04-20T18:57:12.317 SIM:ESM5 Buy 2 5293.5 Aggressive
2025-04-20T18:57:12.317 SIM:ESM5 Buy 1 5293.75 Aggressive
2025-04-20T18:57:17.874 SIM:ESM5 Buy 3 5293.5 Aggressive
2025-04-20T18:57:18.42 SIM:ESM5 Buy 3 5293.5 Aggressive
2025-04-20T18:57:18.42 SIM:ESM5 Buy 1 5293.5 Passive
2025-04-20T18:57:18.441 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:57:29.612 SIM:ESM5 Buy 3 5293.5 Aggressive
2025-04-20T18:57:29.612 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:57:35.612 SIM:ESM5 Buy 2 5293.75 Aggressive
2025-04-20T18:57:35.612 SIM:ESM5 Buy 3 5293.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.0050
Slippage Sweep
0.1140
Arrival Price
5,286.2500
Average Total
5,287.2550
Destination Price
5,288.0000
Sweep to Fill
5,287.1410
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:41:54.012 SIM:ESM5 Buy 1 5286.5 Aggressive
2025-04-20T18:41:55.613 SIM:ESM5 Buy 1 5286.5 Passive
2025-04-20T18:41:57.568 SIM:ESM5 Buy 1 5286.5 Aggressive
2025-04-20T18:41:59.212 SIM:ESM5 Buy 1 5286.5 Aggressive
2025-04-20T18:41:59.376 SIM:ESM5 Buy 2 5286.5 Aggressive
2025-04-20T18:42:00.557 SIM:ESM5 Buy 1 5286.5 Aggressive
2025-04-20T18:42:03.904 SIM:ESM5 Buy 1 5286.75 Aggressive
2025-04-20T18:42:03.904 SIM:ESM5 Buy 1 5286.75 Aggressive
2025-04-20T18:42:05.612 SIM:ESM5 Buy 4 5287 Aggressive
2025-04-20T18:42:05.612 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T18:42:06.612 SIM:ESM5 Buy 4 5287 Aggressive
2025-04-20T18:42:06.612 SIM:ESM5 Buy 1 5287 Passive
2025-04-20T18:42:09.248 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T18:42:09.248 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T18:42:09.813 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T18:42:24.987 SIM:ESM5 Buy 3 5286.75 Aggressive
2025-04-20T18:42:24.988 SIM:ESM5 Buy 1 5286.75 Aggressive
2025-04-20T18:42:33.938 SIM:ESM5 Buy 3 5287.25 Aggressive
2025-04-20T18:42:33.938 SIM:ESM5 Buy 2 5287.5 Aggressive
2025-04-20T18:42:35.427 SIM:ESM5 Buy 7 5287.25 Aggressive
2025-04-20T18:42:35.634 SIM:ESM5 Buy 2 5288 Aggressive
2025-04-20T18:42:35.812 SIM:ESM5 Buy 1 5288 Aggressive
2025-04-20T18:42:35.812 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:42:37.177 SIM:ESM5 Buy 4 5288.25 Aggressive
2025-04-20T18:42:37.177 SIM:ESM5 Buy 3 5288.25 Aggressive
2025-04-20T18:42:40.815 SIM:ESM5 Buy 1 5288.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.0500
Slippage Sweep
-0.8105
Arrival Price
5,290.2500
Average Total
5,290.2000
Destination Price
5,290.3750
Sweep to Fill
5,289.3895
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:11:34.36 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:36.359 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:37.36 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:38.536 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:40.051 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:44.471 SIM:ESM5 Sell 2 5290 Aggressive
2025-04-20T18:11:44.471 SIM:ESM5 Sell 2 5290 Aggressive
2025-04-20T18:11:49.666 SIM:ESM5 Sell 2 5290 Aggressive
2025-04-20T18:11:51.478 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:11:57.534 SIM:ESM5 Sell 3 5290.25 Aggressive
2025-04-20T18:11:57.534 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:11:58.823 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:11:59.681 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:02.092 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:02.092 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:02.712 SIM:ESM5 Sell 1 5290.5 Aggressive
2025-04-20T18:12:02.712 SIM:ESM5 Sell 2 5290.25 Aggressive
2025-04-20T18:12:16.857 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:12:16.857 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:12:17.853 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:12:20.094 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:26.312 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:28.271 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:30.054 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:32.046 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:34.287 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:37.112 SIM:ESM5 Sell 1 5290.5 Aggressive
2025-04-20T18:12:37.112 SIM:ESM5 Sell 2 5290.25 Aggressive
2025-04-20T18:12:43.251 SIM:ESM5 Sell 1 5290.5 Aggressive
2025-04-20T18:12:43.251 SIM:ESM5 Sell 2 5290.25 Aggressive
2025-04-20T18:12:57.861 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:57.861 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:12:57.861 SIM:ESM5 Sell 1 5290.25 Passive
2025-04-20T18:12:57.986 SIM:ESM5 Sell 1 5290.25 Passive
2025-04-20T18:12:57.986 SIM:ESM5 Sell 1 5290.25 Passive
2025-04-20T18:12:58.36 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:12:58.36 SIM:ESM5 Sell 1 5290 Aggressive
2025-04-20T18:13:00.36 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:13:01.36 SIM:ESM5 Sell 2 5290.25 Aggressive
2025-04-20T18:13:01.36 SIM:ESM5 Sell 1 5290.25 Aggressive
2025-04-20T18:13:02.36 SIM:ESM5 Sell 1 5290.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.4950
Slippage Sweep
-0.1250
Arrival Price
5,292.8750
Average Total
5,293.3700
Destination Price
5,292.6250
Sweep to Fill
5,293.4950
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:08:33.789 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:08:35.612 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:08:38.018 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:08:40.713 SIM:ESM5 Buy 2 5293.5 Aggressive
2025-04-20T18:08:41.617 SIM:ESM5 Buy 2 5293.5 Aggressive
2025-04-20T18:08:42.978 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:44.494 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:45.875 SIM:ESM5 Buy 2 5293.5 Aggressive
2025-04-20T18:08:48.964 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:50.176 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:50.317 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:51.29 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:51.29 SIM:ESM5 Buy 2 5293.75 Aggressive
2025-04-20T18:08:52.313 SIM:ESM5 Buy 2 5293.5 Aggressive
2025-04-20T18:08:52.313 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:53.013 SIM:ESM5 Buy 3 5293.75 Aggressive
2025-04-20T18:08:53.013 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:53.912 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:53.912 SIM:ESM5 Buy 2 5293.75 Aggressive
2025-04-20T18:08:53.912 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:57.535 SIM:ESM5 Buy 1 5293.5 Aggressive
2025-04-20T18:08:57.812 SIM:ESM5 Buy 1 5293.5 Passive
2025-04-20T18:08:58.812 SIM:ESM5 Buy 3 5293.5 Aggressive
2025-04-20T18:09:25.289 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:09:25.289 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:09:25.289 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:09:25.289 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Passive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Passive
2025-04-20T18:09:33.408 SIM:ESM5 Buy 1 5293.25 Passive
2025-04-20T18:09:48.913 SIM:ESM5 Buy 2 5293 Aggressive
2025-04-20T18:09:50.587 SIM:ESM5 Buy 1 5292.75 Aggressive
2025-04-20T18:09:50.587 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:09:51.394 SIM:ESM5 Buy 1 5292.75 Aggressive
2025-04-20T18:09:51.394 SIM:ESM5 Buy 1 5293 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.2150
Slippage Sweep
0.4209
Arrival Price
5,290.8750
Average Total
5,292.0900
Destination Price
5,292.5000
Sweep to Fill
5,291.6691
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:05:23.812 SIM:ESM5 Buy 1 5290.75 Aggressive
2025-04-20T18:05:25.954 SIM:ESM5 Buy 1 5290.5 Passive
2025-04-20T18:05:34.825 SIM:ESM5 Buy 3 5291.25 Aggressive
2025-04-20T18:05:35.426 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:35.426 SIM:ESM5 Buy 1 5291.5 Passive
2025-04-20T18:05:35.426 SIM:ESM5 Buy 1 5291.5 Passive
2025-04-20T18:05:35.426 SIM:ESM5 Buy 1 5291.5 Passive
2025-04-20T18:05:35.428 SIM:ESM5 Buy 1 5291.25 Passive
2025-04-20T18:05:35.428 SIM:ESM5 Buy 1 5291.25 Passive
2025-04-20T18:05:35.428 SIM:ESM5 Buy 1 5291.25 Aggressive
2025-04-20T18:05:35.428 SIM:ESM5 Buy 1 5291.25 Aggressive
2025-04-20T18:05:35.428 SIM:ESM5 Buy 1 5291.25 Passive
2025-04-20T18:05:45.392 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:45.392 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:49.585 SIM:ESM5 Buy 2 5291.5 Aggressive
2025-04-20T18:05:49.585 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:51.15 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:53.192 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:05:53.983 SIM:ESM5 Buy 2 5291.5 Aggressive
2025-04-20T18:05:59.112 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:06:00.059 SIM:ESM5 Buy 1 5291.5 Aggressive
2025-04-20T18:06:01.03 SIM:ESM5 Buy 7 5292.75 Aggressive
2025-04-20T18:06:01.03 SIM:ESM5 Buy 1 5293 Aggressive
2025-04-20T18:06:01.03 SIM:ESM5 Buy 2 5292.75 Aggressive
2025-04-20T18:06:02.035 SIM:ESM5 Buy 3 5293 Aggressive
2025-04-20T18:06:02.035 SIM:ESM5 Buy 1 5293.25 Aggressive
2025-04-20T18:06:03.129 SIM:ESM5 Buy 3 5293 Aggressive
2025-04-20T18:06:04.153 SIM:ESM5 Buy 4 5292.75 Aggressive
2025-04-20T18:06:04.218 SIM:ESM5 Buy 1 5292.5 Aggressive
2025-04-20T18:06:05.512 SIM:ESM5 Buy 2 5292.75 Aggressive
2025-04-20T18:06:05.512 SIM:ESM5 Buy 1 5292.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.1800
Slippage Sweep
-0.6033
Arrival Price
5,288.2500
Average Total
5,288.4300
Destination Price
5,288.7500
Sweep to Fill
5,289.0333
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:02:17.921 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:18.679 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:21.003 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:22.32 SIM:ESM5 Buy 2 5288.25 Aggressive
2025-04-20T18:02:24.343 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:02:28.289 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:29.653 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:32.45 SIM:ESM5 Buy 3 5288.25 Aggressive
2025-04-20T18:02:32.45 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:02:34.035 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:02:36.916 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:02:40.012 SIM:ESM5 Buy 2 5288.25 Aggressive
2025-04-20T18:02:43.612 SIM:ESM5 Buy 5 5288.75 Aggressive
2025-04-20T18:02:43.749 SIM:ESM5 Buy 3 5288.5 Aggressive
2025-04-20T18:02:44.768 SIM:ESM5 Buy 2 5288.5 Aggressive
2025-04-20T18:02:45.818 SIM:ESM5 Buy 1 5288.5 Aggressive
2025-04-20T18:02:55.012 SIM:ESM5 Buy 3 5288 Aggressive
2025-04-20T18:02:55.664 SIM:ESM5 Buy 2 5287.5 Aggressive
2025-04-20T18:02:55.664 SIM:ESM5 Buy 1 5287.5 Passive
2025-04-20T18:02:56.712 SIM:ESM5 Buy 3 5287.75 Aggressive
2025-04-20T18:02:59.613 SIM:ESM5 Buy 2 5288 Aggressive
2025-04-20T18:02:59.613 SIM:ESM5 Buy 1 5288.25 Aggressive
2025-04-20T18:03:08.761 SIM:ESM5 Buy 3 5289 Aggressive
2025-04-20T18:03:08.761 SIM:ESM5 Buy 1 5289.25 Aggressive
2025-04-20T18:03:09.912 SIM:ESM5 Buy 3 5289 Aggressive
2025-04-20T18:03:09.912 SIM:ESM5 Buy 1 5289.25 Aggressive
2025-04-20T18:03:11.462 SIM:ESM5 Buy 3 5289 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.5150
Slippage Sweep
-1.4052
Arrival Price
5,288.1250
Average Total
5,288.6400
Destination Price
5,289.3750
Sweep to Fill
5,287.2348
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T18:00:58.612 SIM:ESM5 Sell 1 5287.75 Aggressive
2025-04-20T18:01:01.412 SIM:ESM5 Sell 2 5288 Aggressive
2025-04-20T18:01:02.737 SIM:ESM5 Sell 1 5287.75 Aggressive
2025-04-20T18:01:02.737 SIM:ESM5 Sell 1 5287.75 Aggressive
2025-04-20T18:01:04.445 SIM:ESM5 Sell 1 5288.75 Aggressive
2025-04-20T18:01:04.445 SIM:ESM5 Sell 2 5288.5 Aggressive
2025-04-20T18:01:05.817 SIM:ESM5 Sell 2 5289 Aggressive
2025-04-20T18:01:05.817 SIM:ESM5 Sell 5 5288.75 Aggressive
2025-04-20T18:01:05.817 SIM:ESM5 Sell 6 5288.5 Aggressive
2025-04-20T18:01:05.817 SIM:ESM5 Sell 3 5288.25 Aggressive
2025-04-20T18:01:06.434 SIM:ESM5 Sell 3 5289 Aggressive
2025-04-20T18:01:06.434 SIM:ESM5 Sell 5 5288.75 Aggressive
2025-04-20T18:01:06.434 SIM:ESM5 Sell 6 5288.5 Aggressive
2025-04-20T18:01:06.434 SIM:ESM5 Sell 2 5288.25 Aggressive
2025-04-20T18:01:07.553 SIM:ESM5 Sell 5 5289.25 Aggressive
2025-04-20T18:01:07.553 SIM:ESM5 Sell 5 5289 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
0.4700
Slippage Sweep
-0.3056
Arrival Price
5,287.2500
Average Total
5,286.7800
Destination Price
5,286.5000
Sweep to Fill
5,286.4744
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:58:58.37 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:58:58.37 SIM:ESM5 Sell 1 5287.25 Passive
2025-04-20T17:59:01.43 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:01.43 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:02.818 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:03.805 SIM:ESM5 Sell 2 5287.5 Aggressive
2025-04-20T17:59:03.805 SIM:ESM5 Sell 1 5287.5 Passive
2025-04-20T17:59:05.662 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:05.662 SIM:ESM5 Sell 1 5287.25 Passive
2025-04-20T17:59:07.3 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:59:07.3 SIM:ESM5 Sell 2 5286.5 Aggressive
2025-04-20T17:59:15.646 SIM:ESM5 Sell 1 5286.75 Aggressive
2025-04-20T17:59:15.646 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:59:18.454 SIM:ESM5 Sell 2 5286.5 Aggressive
2025-04-20T17:59:18.454 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T17:59:19.379 SIM:ESM5 Sell 2 5286.5 Aggressive
2025-04-20T17:59:19.379 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T17:59:29.667 SIM:ESM5 Sell 1 5287 Aggressive
2025-04-20T17:59:29.991 SIM:ESM5 Sell 1 5287.25 Passive
2025-04-20T17:59:30.679 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:30.679 SIM:ESM5 Sell 2 5287.25 Aggressive
2025-04-20T17:59:32.168 SIM:ESM5 Sell 2 5287.25 Aggressive
2025-04-20T17:59:33.261 SIM:ESM5 Sell 2 5287.25 Aggressive
2025-04-20T17:59:33.582 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:36.895 SIM:ESM5 Sell 1 5287.25 Aggressive
2025-04-20T17:59:53.662 SIM:ESM5 Sell 2 5287.25 Aggressive
2025-04-20T17:59:53.662 SIM:ESM5 Sell 2 5287 Aggressive
2025-04-20T17:59:57.855 SIM:ESM5 Sell 3 5286.25 Aggressive
2025-04-20T17:59:57.855 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T17:59:59.036 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T17:59:59.036 SIM:ESM5 Sell 1 5286 Aggressive
2025-04-20T18:00:00.002 SIM:ESM5 Sell 2 5286.25 Aggressive
2025-04-20T18:00:00.002 SIM:ESM5 Sell 2 5286 Aggressive
2025-04-20T18:00:00.712 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T18:00:02.531 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T18:00:02.531 SIM:ESM5 Sell 1 5286 Aggressive
2025-04-20T18:00:02.967 SIM:ESM5 Sell 1 5286.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
1.5800
Slippage Sweep
0.7050
Arrival Price
5,285.2500
Average Total
5,286.8300
Destination Price
5,287.0000
Sweep to Fill
5,286.1250
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:57:48.342 SIM:ESM5 Buy 1 5285.5 Aggressive
2025-04-20T17:57:51.181 SIM:ESM5 Buy 1 5285.5 Passive
2025-04-20T17:57:51.181 SIM:ESM5 Buy 1 5285.5 Passive
2025-04-20T17:57:53.444 SIM:ESM5 Buy 1 5285.5 Aggressive
2025-04-20T17:57:54.243 SIM:ESM5 Buy 1 5285.75 Aggressive
2025-04-20T17:57:55.453 SIM:ESM5 Buy 1 5285.75 Aggressive
2025-04-20T17:57:56.33 SIM:ESM5 Buy 2 5286 Aggressive
2025-04-20T17:57:56.33 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:57:57.573 SIM:ESM5 Buy 1 5286 Passive
2025-04-20T17:57:58.812 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:57:59.312 SIM:ESM5 Buy 6 5286.75 Aggressive
2025-04-20T17:57:59.312 SIM:ESM5 Buy 1 5286.75 Aggressive
2025-04-20T17:58:00.312 SIM:ESM5 Buy 3 5286.75 Aggressive
2025-04-20T17:58:00.312 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T17:58:00.312 SIM:ESM5 Buy 1 5286.75 Passive
2025-04-20T17:58:01.344 SIM:ESM5 Buy 3 5287 Aggressive
2025-04-20T17:58:01.345 SIM:ESM5 Buy 1 5287.25 Aggressive
2025-04-20T17:58:02.412 SIM:ESM5 Buy 1 5287 Aggressive
2025-04-20T17:58:02.412 SIM:ESM5 Buy 4 5287.25 Aggressive
2025-04-20T17:58:03.551 SIM:ESM5 Buy 4 5287.25 Aggressive
2025-04-20T17:58:03.551 SIM:ESM5 Buy 2 5287.5 Aggressive
2025-04-20T17:58:04.885 SIM:ESM5 Buy 4 5287.25 Aggressive
2025-04-20T17:58:04.885 SIM:ESM5 Buy 4 5287.5 Aggressive
2025-04-20T17:58:06.019 SIM:ESM5 Buy 4 5287.25 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.1750
Slippage Sweep
-0.5971
Arrival Price
5,285.7500
Average Total
5,285.9250
Destination Price
5,285.2500
Sweep to Fill
5,286.5221
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:55:55.253 SIM:ESM5 Buy 1 5285.75 Aggressive
2025-04-20T17:56:01.643 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:01.643 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:01.643 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:03.573 SIM:ESM5 Buy 5 5286.5 Aggressive
2025-04-20T17:56:03.573 SIM:ESM5 Buy 1 5286.5 Passive
2025-04-20T17:56:08.531 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:56:11.664 SIM:ESM5 Buy 2 5286.25 Aggressive
2025-04-20T17:56:11.664 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:56:13.453 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:56:15.731 SIM:ESM5 Buy 2 5286.25 Aggressive
2025-04-20T17:56:16.34 SIM:ESM5 Buy 2 5286.25 Aggressive
2025-04-20T17:56:17.336 SIM:ESM5 Buy 2 5286.25 Aggressive
2025-04-20T17:56:23.379 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:24.812 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:26.812 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:31.855 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:56:31.855 SIM:ESM5 Buy 1 5286.25 Aggressive
2025-04-20T17:56:34.133 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:56:35.873 SIM:ESM5 Buy 3 5285.75 Aggressive
2025-04-20T17:56:38.388 SIM:ESM5 Buy 1 5285.75 Aggressive
2025-04-20T17:56:44.673 SIM:ESM5 Buy 3 5285.5 Aggressive
2025-04-20T17:56:45.712 SIM:ESM5 Buy 3 5285.5 Aggressive
2025-04-20T17:56:46.512 SIM:ESM5 Buy 1 5285.5 Aggressive
2025-04-20T17:56:46.512 SIM:ESM5 Buy 1 5285.5 Passive
2025-04-20T17:56:46.751 SIM:ESM5 Buy 3 5285.5 Aggressive
2025-04-20T17:56:46.92 SIM:ESM5 Buy 1 5285.5 Aggressive
2025-04-20T17:56:47.918 SIM:ESM5 Buy 4 5285.5 Aggressive
2025-04-20T17:56:47.918 SIM:ESM5 Buy 3 5285.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.2750
Slippage Sweep
-0.9750
Arrival Price
5,286.1250
Average Total
5,286.4000
Destination Price
5,285.7500
Sweep to Fill
5,285.4250
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:53:54.612 SIM:ESM5 Sell 1 5286 Aggressive
2025-04-20T17:53:57.201 SIM:ESM5 Sell 1 5286 Aggressive
2025-04-20T17:53:58.315 SIM:ESM5 Sell 1 5286 Aggressive
2025-04-20T17:53:59.84 SIM:ESM5 Sell 2 5286 Passive
2025-04-20T17:54:01.613 SIM:ESM5 Sell 1 5286.75 Passive
2025-04-20T17:54:01.613 SIM:ESM5 Sell 1 5286.75 Aggressive
2025-04-20T17:54:02.55 SIM:ESM5 Sell 1 5286.75 Aggressive
2025-04-20T17:54:02.55 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:03.355 SIM:ESM5 Sell 6 5286.5 Aggressive
2025-04-20T17:54:07.846 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:07.846 SIM:ESM5 Sell 1 5286.25 Aggressive
2025-04-20T17:54:11.953 SIM:ESM5 Sell 2 5286.5 Aggressive
2025-04-20T17:54:11.953 SIM:ESM5 Sell 1 5286.5 Passive
2025-04-20T17:54:13.72 SIM:ESM5 Sell 2 5286.5 Aggressive
2025-04-20T17:54:13.721 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:13.721 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:13.729 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:13.729 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:16.953 SIM:ESM5 Sell 3 5286.5 Aggressive
2025-04-20T17:54:17.832 SIM:ESM5 Sell 3 5286.5 Aggressive
2025-04-20T17:54:17.833 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:26.374 SIM:ESM5 Sell 1 5286.5 Passive
2025-04-20T17:54:27.317 SIM:ESM5 Sell 5 5286.5 Aggressive
2025-04-20T17:54:27.753 SIM:ESM5 Sell 5 5286.5 Aggressive
2025-04-20T17:54:28.983 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:28.983 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:54:28.983 SIM:ESM5 Sell 1 5286.5 Aggressive
2025-04-20T17:55:07.212 SIM:ESM5 Sell 3 5285.5 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
-0.3250
Slippage Sweep
-1.1167
Arrival Price
5,285.6250
Average Total
5,285.3000
Destination Price
5,284.5000
Sweep to Fill
5,286.4167
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:52:54.072 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:52:54.878 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:52:58.28 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:52:58.28 SIM:ESM5 Buy 1 5286 Passive
2025-04-20T17:52:58.299 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:52:59.507 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:00.346 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:01.353 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:03.717 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:03.717 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:05.444 SIM:ESM5 Buy 1 5286 Aggressive
2025-04-20T17:53:06.544 SIM:ESM5 Buy 2 5286 Aggressive
2025-04-20T17:53:12.481 SIM:ESM5 Buy 3 5285.25 Aggressive
2025-04-20T17:53:13.556 SIM:ESM5 Buy 2 5285.5 Aggressive
2025-04-20T17:53:16.015 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:16.96 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:18.058 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:19.965 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:20.546 SIM:ESM5 Buy 2 5285.5 Aggressive
2025-04-20T17:53:29.853 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:31.643 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:33.181 SIM:ESM5 Buy 2 5285.25 Aggressive
2025-04-20T17:53:34.847 SIM:ESM5 Buy 1 5285.25 Aggressive
2025-04-20T17:53:40.702 SIM:ESM5 Buy 3 5284.75 Aggressive
2025-04-20T17:53:40.702 SIM:ESM5 Buy 1 5284.75 Passive
2025-04-20T17:53:42.153 SIM:ESM5 Buy 2 5284.75 Aggressive
2025-04-20T17:53:42.153 SIM:ESM5 Buy 3 5285 Aggressive
2025-04-20T17:53:42.74 SIM:ESM5 Buy 2 5284.75 Aggressive
2025-04-20T17:53:42.74 SIM:ESM5 Buy 3 5285 Aggressive
2025-04-20T17:53:43.741 SIM:ESM5 Buy 2 5284.75 Aggressive
2025-04-20T17:53:43.741 SIM:ESM5 Buy 2 5285 Aggressive
2025-04-20T17:53:45.378 SIM:ESM5 Buy 2 5284.75 Aggressive
2025-04-20T17:53:45.378 SIM:ESM5 Buy 1 5285 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Sell
Quantity
50
Total Filled
50
Slippage
-0.0150
Slippage Sweep
-0.8737
Arrival Price
5,283.6250
Average Total
5,283.6400
Destination Price
5,283.8750
Sweep to Fill
5,282.7663
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:50:52.501 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:50:56.774 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:50:58.552 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:50:59.379 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:01.339 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:03.412 SIM:ESM5 Sell 2 5283.75 Aggressive
2025-04-20T17:51:05.577 SIM:ESM5 Sell 2 5283.75 Aggressive
2025-04-20T17:51:05.577 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:06.543 SIM:ESM5 Sell 3 5283.75 Aggressive
2025-04-20T17:51:06.543 SIM:ESM5 Sell 1 5283.75 Passive
2025-04-20T17:51:08.893 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:08.893 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:08.893 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:13.312 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:13.512 SIM:ESM5 Sell 2 5283.75 Aggressive
2025-04-20T17:51:21.252 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:21.252 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:22.384 SIM:ESM5 Sell 1 5283.75 Aggressive
2025-04-20T17:51:52.511 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:53.987 SIM:ESM5 Sell 1 5283.5 Aggressive
2025-04-20T17:51:58.731 SIM:ESM5 Sell 1 5283.25 Aggressive
2025-04-20T17:51:58.731 SIM:ESM5 Sell 3 5283 Aggressive
2025-04-20T17:51:58.731 SIM:ESM5 Sell 1 5283.25 Aggressive
2025-04-20T17:52:01.568 SIM:ESM5 Sell 7 5283.75 Aggressive
2025-04-20T17:52:01.568 SIM:ESM5 Sell 2 5283.75 Passive
2025-04-20T17:52:01.568 SIM:ESM5 Sell 5 5283.75 Passive
2025-04-20T17:52:01.824 SIM:ESM5 Sell 2 5283.75 Aggressive
2025-04-20T17:52:01.824 SIM:ESM5 Sell 2 5283.75 Passive
2025-04-20T17:52:02.534 SIM:ESM5 Sell 2 5283.75 Aggressive

Date - Time
CQG Symbol
EP
Exchange Symbol
SIM:ESM5
Buy / Sell
Buy
Quantity
50
Total Filled
50
Slippage
0.7250
Slippage Sweep
-0.0731
Arrival Price
5,283.5000
Average Total
5,284.2250
Destination Price
5,284.2500
Sweep to Fill
5,284.2981
Diagnostics
TimestampSecuritySideLastSharesLastPriceAggressor
2025-04-20T17:49:30.212 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:49:31.778 SIM:ESM5 Buy 1 5283.5 Aggressive
2025-04-20T17:49:31.778 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:49:33.875 SIM:ESM5 Buy 2 5283.5 Aggressive
2025-04-20T17:49:36.045 SIM:ESM5 Buy 1 5283.5 Aggressive
2025-04-20T17:49:36.045 SIM:ESM5 Buy 1 5283.5 Aggressive
2025-04-20T17:49:38.212 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:49:38.212 SIM:ESM5 Buy 2 5284.25 Aggressive
2025-04-20T17:49:39.145 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:49:41.116 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:49:41.116 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:49:45.373 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:49:58.013 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:50:00.132 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:50:01.475 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:50:02.388 SIM:ESM5 Buy 1 5283.75 Aggressive
2025-04-20T17:50:04.105 SIM:ESM5 Buy 2 5284 Aggressive
2025-04-20T17:50:06.359 SIM:ESM5 Buy 2 5284 Aggressive
2025-04-20T17:50:07.471 SIM:ESM5 Buy 1 5284 Aggressive
2025-04-20T17:50:08.114 SIM:ESM5 Buy 3 5284.25 Aggressive
2025-04-20T17:50:08.114 SIM:ESM5 Buy 2 5284.5 Aggressive
2025-04-20T17:50:09.072 SIM:ESM5 Buy 4 5284.25 Aggressive
2025-04-20T17:50:09.072 SIM:ESM5 Buy 1 5284.5 Aggressive
2025-04-20T17:50:10.297 SIM:ESM5 Buy 3 5284.25 Aggressive
2025-04-20T17:50:10.297 SIM:ESM5 Buy 1 5284.25 Aggressive
2025-04-20T17:50:11.345 SIM:ESM5 Buy 2 5284.5 Aggressive
2025-04-20T17:50:11.345 SIM:ESM5 Buy 4 5284.75 Aggressive
2025-04-20T17:50:12.673 SIM:ESM5 Buy 6 5284.75 Aggressive
2025-04-20T17:50:12.673 SIM:ESM5 Buy 1 5284.75 Passive