TRACKSMART AI - Cumulative Performance Report - NYRA & Regional Tracks
Reporting Period: December 26, 2025 – August 09, 2026
Track: Belmont at the Big A (BAQ) / Finger Lakes (FL) / Aqueduct (AQU) / Laurel Park (LRL) / Santa Anita Park (SA) / Penn National (PEN) / Saratoga Harness (SARH) / Woodbine (WO) / Saratoga (SAR)
ExecutiveSummary: August 09 Update
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Volume Expansion: The tracking dataset has grown to 1465 total races with the addition of 79 races run across Finger Lakes and Saratoga from August 03 through August 09.
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Strike Rate Resilience: The cumulative Top 4 Strike Rate held strong at 77.1% (1129 for 1465). The AI model maintained high hit rates throughout the week, including a perfect 100% on August 03 (Finger Lakes), 90.0% on August 05 (Saratoga), and 87.5% on August 05 (Finger Lakes).
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Value Normalization: The Average Payout for AI hits remained highly stabilized, settling at ~$7.81. Deep value identification continued to drive exotic payouts, capturing major overlays such as Kentucky Belle ($23.20) in the Grade 2 Saratoga Oaks, Gramma G G ($23.10), You're Lookin Good ($22.30), San Siro ($22.46), Glacius ($21.24), and Furry Fox ($20.22).
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System Integrity and Updates: The automated scratch adjustment protocol was critical across both circuits this week. Dynamic scratch promotions directly rescued Top 4 selections and vaulted alternate choices into winning positions, securing key hits like Glacius ($21.24), Furry Fox ($20.22), Karey ($7.50), Bottas ($9.24), and Papa Yo ($6.22).
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Daily Performance Breakdown
|
Date |
Track |
Top 4 Strike Rate |
Total Races |
1st Pick |
2nd Pick |
3rd Pick |
4th Pick |
Avg Payout (AI Hits) |
|
Prev. Totals |
MULTI |
77.3% |
1386 |
418 |
277 |
245 |
131 |
~$7.76 |
|
August 03 |
FL |
100.0% |
8 |
5 |
2 |
0 |
1 |
$4.67 |
|
August 04 |
FL |
75.0% |
8 |
3 |
0 |
1 |
2 |
$5.88 |
|
August 05 |
FL |
87.5% |
8 |
0 |
3 |
4 |
0 |
$9.02 |
|
August 05 |
SAR |
90.0% |
10 |
4 |
3 |
1 |
1 |
$8.87 |
|
August 06 |
SAR |
50.0% |
10 |
1 |
2 |
2 |
0 |
$7.19 |
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August 07 |
SAR |
81.8% |
11 |
1 |
1 |
6 |
1 |
$12.32 |
|
August 08 |
SAR |
57.1% |
14 |
3 |
1 |
2 |
2 |
$10.51 |
|
August 09 |
SAR |
60.0% |
10 |
0 |
4 |
2 |
0 |
$10.98 |
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NEW TOTALS |
MULTI |
77.1% |
1465 |
435 |
293 |
263 |
138 |
~$7.81 |
(Note: Prior totals reflect cumulative data up to August 02. Daily breakdowns from previous reports have been condensed into the Prev. Totals row. Late scratches and altered race flows dynamically shifted runners up in rankings across both cards this week, securing numerous top-tier hits.)
Cumulative Statistics Summary
|
Metric Stat Description |
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Overall Accuracy |
77.1% |
(1129/1465 Races) The AI has successfully placed the winner in its Top 4 selections in 1129 of the 1465 recorded races. |
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Top 2 Accuracy |
49.7% |
(728/1465 Races) The primary or secondary choice remains highly reliable, winning in nearly half of all modeled races. |
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Avg Payout |
~$7.81 |
The average payout remained stabilized, balancing massive turf/stakes overlay hits with formful pace map winners. |
Aggregate Observations: August 03 - August 09 Insights
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Pace Mapping & Meltdown Calibrations: The model’s deep pace flow and trip diagnostics were sharp overall, accurately diagnosing collapse scenarios (e.g., set up Mayheminthepalace at $6.86 on Aug 03). However, inner turf routes at Saratoga revealed a slight blind spot where projected pace collapses failed to materialize, allowing front-running longshots like Take a Stance ($96.20) and Until Last Call ($46.88) to hold on.
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Scratch Protocol Validation: The automated scratch adjustment protocol delivered immense value this week. Scratches to top-ranked runners systematically promoted lower-ranked contenders into actionable slots, securing high-yield hits including Glacius ($21.24) on Aug 08, Furry Fox ($20.22) and Papa Yo ($6.22) on Aug 07, as well as Karey ($7.50) on Aug 09.
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Value Hunting on Fringe Enhancements: Highlighting 3rd and 4th ranked contenders yielded major exotic-wager anchors, including double-digit payouts like Kentucky Belle ($23.20) in the G2 Saratoga Oaks, You're Lookin Good ($22.30), Gramma G G ($23.10), Ontario ($18.18), and Classic Rock ($18.68).
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Vulnerability in Maiden Sprints & Turf Routes: The primary misses across the week occurred in juvenile/maiden turf sprints and maiden claimers where debuters or lightly-raced horses completely defied expected pace flows (e.g., Mobile $16.44, Constant Force $18.20, Embouteillage $33.26). Fine-tuning turn-of-foot acceleration weighting for turf route closers and softening early pace exhaustion penalties on tight turf courses is recommended to capture these longshot outliers.
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