TrackSmart AI: Cumulative Performance Report - NYRA & Regional Tracks
Reporting Period: December 26, 2025 – June 14, 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)
- Executive Summary: June 14 Update
- Volume Expansion: The tracking dataset has grown to 986 total races with the addition of 62 races run across Finger Lakes and Belmont at the Big A from June 8 through June
- Strike Rate Resilience: The cumulative Top 4 Strike Rate increased slightly to 77.6% (765 for 986). The AI model turned in a spectacular week, highlighted by a flawless 100% accuracy card at Belmont at the Big A on June 11 (8 for 8), a 90% hit rate on June 12, and an 88.9% hit rate on June 14. Finger Lakes also provided consistent yields with an 87.5% hit rate on June 9.
- Value Normalization: The Average Payout for AI hits remained incredibly steady at ~$7.70 (down minimally from
~$7.73). Massive overlay identification anchored the week, catching astronomical payouts like Successful Agenda ($40.92) on the June 11 card as a 3rd selection, as well as multiple mid-priced winners hitting precisely as top choices.
- System Integrity and Updates: The automated scratch adjustment protocol continued to operate Moving up Alternate selections cleanly absorbed heavy scratch volume on the June 11 and June 14 Belmont cards, actively securing top-tier hits and salvaging multi-race exotics.
- 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% |
924 |
269 |
185 |
169 |
91 |
~$7.73 |
|
June 8 |
FL |
75.0% |
8 |
3 |
0 |
1 |
2 |
$7.91 |
|
June 9 |
FL |
87.5% |
8 |
3 |
3 |
1 |
0 |
$4.75 |
|
June 10 |
FL |
75.0% |
8 |
3 |
1 |
2 |
0 |
$6.51 |
|
June 11 |
BAQ |
100.0% |
8 |
6 |
1 |
1 |
0 |
$10.86 |
|
June 12 |
BAQ |
90.0% |
10 |
4 |
2 |
1 |
2 |
$8.15 |
|
June 13 |
BAQ |
63.6% |
11 |
2 |
1 |
3 |
1 |
$6.95 |
|
June 14 |
BAQ |
88.9% |
9 |
3 |
2 |
3 |
0 |
$5.43 |
|
NEW TOTALS |
MULTI |
77.6% |
986 |
293 |
195 |
181 |
96 |
~$7.70 |
(Note: Prior totals reflect cumulative data up to June 7. Daily breakdowns from previous reports have been condensed into the Prev. Totals row. Live scratch protocols dynamically shifted runners up in rankings across multiple races this week, securing numerous top-tier hits.)
- Winner Distribution by Rank (Cumulative)
|
AI Rank |
Wins |
% of Hits |
Trend Note |
|
Top Pick |
293 |
38.3% |
Pace Flow Precision: Continued dominance identifying undisputed inside speed and wire-to-wire profiles, successfully dominating both Finger Lakes dirt and BAQ dirt tracks. |
|
2nd Selection |
195 |
25.5% |
Class Elevation & Adaptability: Remained highly consistent in finding pocket trips and logical stalkers that capitalized on front-end pressure, adapting well to scratch- |
|
|
|
|
based promotions. |
|
3rd Selection |
181 |
23.7% |
Alternate Protection: Reaped massive rewards catching off-the-pace sweepers and sniffing out "elite trainer intent" turnarounds (e.g., Successful Agenda, $40.92). |
|
4th Selection |
96 |
12.5% |
Rebounding Safety Net: Secured solid exotic value acting as reliable scratch survivors, stepping up accurately when logical chaos angles materialized. |
- Cumulative Statistics Summary
|
Metric Stat Description |
||
|
Overall Accuracy |
77.6% |
(765/986 Races) The AI has successfully placed the winner in its Top 4 selections in 765 of the 986 recorded races. |
|
Top 2 Accuracy |
49.5% |
(488/986 Races) The primary or secondary choice remains highly reliable, winning in nearly half of all modeled races. |
|
Avg Payout |
~$7.70 |
The average payout remained stabilized, driven by a 100% hit rate card on June 11 at BAQ capturing deep values and offsetting chalk-heavy results later in the week. |
- Aggregate Observations: June 8 - June 14 Insights
- Incredible Accuracy & Flawless Sweeps: The AI Engine was incredibly dialed in early/mid-week. It turned in an absolute flawless 8-for-8 performance on June 11 at BAQ (with 6 of those being 1st choices) and successfully isolated 9 of 10 winners on June 12.
- Track Bias Shifts & Late Pace Dominance: The model expertly mapped race environments. It correctly flagged a dominant 100% wire/rail bias at Finger Lakes on June 9 and utilized its "Late Pace (TSLP)" algorithms to isolate late-kick dynamics on the BAQ turf, finding perfectly setup closers.
- Catching Bombs via Deep Alternates: The model's third selections proved extremely potent for identifying hidden value. The absolute highlight of the week was finding Successful Agenda ($40.92) based on an "elite trainer intent" upgrade, completely diagnosing a turnaround effort.
- Chaos Immunity & Vulnerabilities: While the machine comfortably locked onto logical short/mid-priced winners, it proved vulnerable to extreme un-modeled Complete meltdowns and massive form reversals by horses like Mission Improbable ($58.28), Blue Pill ($44.16), and Retail Man ($51.36) bypassed the standard TS Speed baselines and TSLP algorithms.
- Scratch Protection Mechanics: Automated adjustment rules proved indispensable again. By efficiently promoting algorithmic alternates into the Top 3/4 slots, the structure cleanly absorbed heavy scratches (specifically on June 11 and 14), keeping horizontal and vertical tickets alive without losing structural integrity.

