TrackSmart AI: Accumulative Performance Report
Reporting Period: December 18, 2025 – December 28, 2025
Tracks: Gulfstream Park (GP), Aqueduct (AQU)
Daily Performance Breakdown
Update Note: December 28th was a day of remarkable consistency, with both tracks hitting exactly 8 out of 10 races (80%). Gulfstream provided significant value with an average payout of $11.67, driven by two payouts over $24.
Winner Distribution by Rank
Analysis: The "3rd Selection" continues to surge, adding 6 wins today across both tracks (3 at GP, 3 at AQU). The Top 2 selections remain the core of the model, accounting for 54% of all races run.
AI Rank Win % Impact Note (Updated Dec 28) (of Hits) |
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Top Pick (#1) |
30 |
34.5% |
High Confidence: Added 4 wins today. Notable strength at AQU with Spirit Dragon(45% proj.) and Bob John Ray ($15.54) winning. |
2nd Selection |
29 |
33.3% |
Reliable: Added 4 wins today. Remains a statistical dead-heat with the Top Pick for volume. |
3rd Selection |
17 |
19.5% |
The Mover: Another massive day for this slot, adding 6 wins. It was critical in deeper fields at both tracks today. |
4th Selection |
11 |
12.6% |
Saver/Value: Added 2 wins today. Crucial at Gulfstream for catching Beyond Belief($25.40) in Race 9. |
Missed |
22 |
N/A |
Correction: 4 misses today combined (2 at AQU, 2 at GP). Misses were primarily maiden races or mid-priced upsets. |
Accumulative Statistics
|
Metric Stat Description |
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Overall Accuracy (Top 4) |
79.8% |
(87/109 Races) The model held steady at exactly 79.8% despite adding 20 new races to the sample size. |
Top 2 Accuracy |
54.1% |
(59/109 Races) The model identified the winner in the top 2 slots in over half of all races run this period. |
Avg Winner's Payout |
$8.53 |
(AI Hits) Increased from $8.26 yesterday. Boosted significantly by Gulfstream's high-value winners (Valued Cajun and Beyond Belief). |
Longshot Capture |
17 |
(> $10.00) Two major longshots added today: Valued Cajun ($24.60) and Beyond Belief ($25.40), both at Gulfstream. |
Key Observations for December 28
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- Consistency: TrackSmart AI achieved an identical 80% strike rate (8/10) at both Aqueduct and Gulfstream today, demonstrating stability across different track surfaces and conditions.
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- Gulfstream Value: While accuracy was equal, Gulfstream provided superior value. The model identified Valued Cajun ($24.60) as a Top Pick (1st) in Race 2, which is a significant indicator of high-confidence value.
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- The "3rd Pick" Trend: For the second day in a row, the 3rd selection slot was highly active, picking up 6 winners. This suggests the model is effectively ranking "live" contenders even when they aren't the primary favorite.
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- Aqueduct Feature Success: The model correctly identified the winners in Aqueduct's feature races (Race 7 & 9), including a $15.54 winner in Race 9.
