TrackSmart AI: Cumulative Performance Report - NYRA & Regional Tracks

Reporting Period: December 26, 2025 – June 21, 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)

  1. Executive Summary: June 21 Update
  • Volume Expansion: The tracking dataset has grown to 1036 total races with the addition of 50 races run across Finger Lakes and Belmont at the Big A from June 15 through June
  • Strike Rate Resilience: The cumulative Top 4 Strike Rate held perfectly steady at 77.6% (804 for 1036). The AI model turned in a spectacular week, highlighted by 87.5% hit rates at Belmont at the Big A on both June 18 and June 21, and an impressive 6-win top-choice performance on June 20.
  • Value Normalization: The Average Payout for AI hits rebounded slightly to ~$7.73 (up minimally from ~$7.70). Heavy value identification anchored the week, catching substantial payouts like Sir Kartrite ($31.18) on June 16, Kunshan Bridge ($25.94) on June 20, and Smiling Rosie ($20.54) on June
  • System Integrity and Updates: The automated scratch adjustment protocol was extensively validated this Moving up Alternate selections cleanly absorbed heavy scratch volume on the June 18, 19, and 21 cards, actively securing top-tier hits and keeping multi-race tickets alive with no drop in top-end confidence.
  1. 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

 

77.6%

 

986

 

293

 

195

 

181

 

96

 

~$7.70

June 15

FL

75.0%

8

4

2

0

0

$5.56

June 16

FL

75.0%

8

1

2

3

0

$9.70

June 18

BAQ

87.5%

8

4

2

0

1

$7.58

June 19

BAQ

75.0%

8

1

1

3

1

$5.51

June 20

BAQ

70.0%

10

6

0

0

1

$11.38

June 21

BAQ

87.5%

8

2

3

1

1

$9.51

NEW TOTALS

 

MULTI

 

77.6%

 

1036

 

311

 

205

 

188

 

100

 

~$7.73

 

(Note: Prior totals reflect cumulative data up to June 14. 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.)

  1. Winner Distribution by Rank (Cumulative)

 

AI Rank        Wins      % of        Trend Note

Hits

 

Top Pick

 

311

 

38.7%

Pace Flow Precision: Continued dominance identifying undisputed inside speed and wire-to-wire profiles, specifically yielding massive returns with six top-choice winners on the June 20 BAQ card.

 

2nd Selection

 

205

 

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

 

188

 

23.4%

Alternate Protection: Reaped massive rewards catching off-the-pace sweepers and deep values, sniffing out favorable setups like ground-saving inside trips.

 

 

4th Selection

 

100

 

12.4%

Rebounding Safety Net: Secured solid exotic value acting as reliable scratch survivors, stepping up accurately when logical chaos angles materialized, such as Smiling Rosie ($20.54).

 

  1. Cumulative Statistics Summary

 

Metric         Stat         Description

Overall Accuracy

 

77.6%

(804/1036 Races) The AI has successfully placed the winner in its Top 4 selections in 804 of the 1036 recorded races.

Top 2 Accuracy

 

49.8%

(516/1036 Races) The primary or secondary choice remains highly reliable, winning in nearly half of all modeled races.

 

Avg Payout

 

~$7.73

The average payout trended upwards slightly, driven by massive mid-week hits like Sir Kartrite ($31.18) and a string of strong top-choice selections offsetting favorite-heavy results.

 

  1. Aggregate Observations: June 15 - June 21 Insights
  • Incredible Top-End Dominance: The AI engine delivered an incredibly sharp performance on June 20 at BAQ, securing six top-choice (1st) winners out of 10 races and returning highly generous overall payouts of $17.04,

$13.82, and $21.58 inside the top tier.

  • Pace Projection & Track Bias Accuracy: The model expertly mapped race environments. It correctly isolated "Honest Pace" structures in turf routes and confidently predicted "Contested Duel" meltdowns (e.g., Race 5 at FL on June 15). The AI also successfully utilized track bias overlays ("E/P bias") to lock in rail/pressing
  • Deep Alternate Values: The machine's alternate selection logic proved incredibly potent for identifying hidden value. By specifically flagging favorable pace dynamics and "ground-saving inside trips," the AI caught massive overlay winners like Smiling Rosie ($20.54) and Tapwrits Temper ($8.04).
  • Chaos Immunity & Vulnerabilities: While the machine comfortably locked onto fair-value longshots, it proved vulnerable to extreme un-modeled Complete meltdowns and massive form reversals by horses like Bandmaster ($71.44) and Into the Light ($33.20) bypassed standard baseline metrics. The AI also operated completely blind to the tote board, missing heavily bet favorites (like Pencima and Probably Flattery) when it aggressively anticipated pace meltdowns that didn't materialize.
  • Scratch Protocol Validation: Automated adjustment rules proved indispensable once again. Under heavy late scratch conditions across the week (particularly on June 18, 19, and 21), moving depth selections perfectly filled top-tier This logic successfully captured winners in the adjusted Top 4 every single time a scratch hit the top configurations.

THE MACHINE (AKA) TrackSmart AI isn’t a tip sheet or a picks website — it’s a professional-grade handicapping engine that works directly with the Past Performances (PPs) you already use from DRF, Brisnet, and Australia's Racing and Sports. Each version of TrackSmart AI — DRF, Brisnet, Harness, and International — is custom-engineered to read and interpret every printed detail in those PPs. No guessing. No databases. No shortcuts. The AI performs the deep work for you — comparing figures, detecting trainer intent, modeling pace, and uncovering hidden value plays — with the speed and accuracy of a professional analytics team. You stay in control of your handicapping while AI handles the heavy lifting. Pace projections, class and form analysis, TPN rankings, and betting strategy — all built from the same data you’d normally spend hours studying.