What a week it was for Pick Pony's AI Picks system! Across 786 races covered, our three algorithms delivered consistently impressive results that any serious horseplayer would be thrilled with. Algo3 led the charge with a 33.0% win rate on top picks and a remarkable 66.5% in-the-money rate, while Algo2 posted the highest raw win total with 242 wins (32.7%). Algo1 was no slouch either, cashing at 30.9% on top picks with a rock-solid 65.9% ITM rate. With roughly 46–47 races still pending settlement across each algorithm, those numbers have nowhere to go but up. When you consider that the industry benchmark for a sharp top-pick win rate hovers around 33%, our AI is running right at — or above — that mark across hundreds of races. That's not luck; that's a well-calibrated system firing on all cylinders.
Standout Wins
The highlight reel this week was genuinely exciting, packed with longshot paydays that rewarded our most confident players. CORFU FIGHTING (6-1 ML) at Thistledown on June 3 was one of the sweetest calls of the week, flagged by both Algo1 and Algo3 when most of the public money was elsewhere — a textbook example of our AI identifying overlooked value. SWEET DREAM LADY (5-1 ML) at Golden Gate on May 30 was another gem, landing in the win column for all three algorithms simultaneously, which underscores the power of cross-algorithm consensus. Other standout victories included BLACK FLY (5-1) at Penn National, TODO MEN (5-1) at Mountaineer, and NEOLITHICA (5-1) at Penn — all paying well above even money and all identified confidently by our AI as top selections. On the exotic side, Algo1 connected on 63 exactas and 67 boxed trifectas, while Algo2 led with 69 exacta hits. If you were playing our exotic recommendations this week, your ticket window was a happy place.
Key Insights
A few clear patterns emerged from this week's data worth noting heading into next week. First, mid-priced overlays in the 4-1 to 6-1 range proved to be the AI's sweet spot, with a disproportionate share of winners coming from that morning line band — suggesting our algorithms are doing an excellent job identifying horses the market undervalues slightly without chasing unrealistic longshots. Second, smaller and mid-sized tracks like Thistledown, Penn National, Mountaineer, and Parx produced some of the strongest returns, where our data models appear to have a particularly sharp edge over the public. Finally, the consistency across all three algorithms — with multiple shared top picks like QUEEN ANNA T, A LITTLE AT FIRST, and LIGHTNING SPEED all winning — shows that when Algo1, Algo2, and Algo3 agree, the conviction is well-founded. Those convergence picks deserve extra attention on your card every single week.
Looking Ahead
With dozens of races still pending settlement, this week's final numbers could look even better by the time all results are in — so stay tuned for any updates in our next report. Keep an eye on our cross-algorithm consensus picks as we head into the summer racing calendar; if this week is any indication, the AI is dialed in and ready to find more winners right when the sport heats up. 🏇
Weekly Performance Summary
Algorithm Algo1 Winner
Pick Pony's AI Winner models rank every horse in each race using a weighted combination of speed figures, pace analysis, trainer/jockey statistics, track bias, and dozens of other handicapping factors. Each algorithm uses a different set of optimized weights to capture different angles on the same race data. Top Pick Wins measures how often the model's #1 ranked horse won the race outright. Places and Shows count 2nd and 3rd place finishes respectively. ITM (In The Money) is the combined total of Win + Place + Show. Rates are calculated against settled races only (pending results excluded). The Exotic Wager Hits table shows how often the model's top 3 picks finished in the correct order (Exacta/Trifecta) or in any order within the top positions (Boxed Exacta/Boxed Trifecta).
Metric
Count
Rate
Total Races
786
Top Pick Wins (1st)
234
31.6%
Top Pick Places (2nd)
148
20.0%
Top Pick Shows (3rd)
107
14.5%
Top Pick ITM
489
66.1%
Pending
46
Exotic Wager Hits (Algorithm Algo1 Winner)
Wager Type
Hits
Description
Exacta
64
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
53
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
18
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
21
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
67
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo3 Winner
Metric
Count
Rate
Total Races
786
Top Pick Wins (1st)
248
33.5%
Top Pick Places (2nd)
124
16.8%
Top Pick Shows (3rd)
119
16.1%
Top Pick ITM
491
66.4%
Pending
46
Exotic Wager Hits (Algorithm Algo3 Winner)
Wager Type
Hits
Description
Exacta
63
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
43
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
16
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
73
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo1 Longshot
Longshot picks isolate races where the AI's top-ranked horse had morning-line odds of 8-1 or greater — horses the betting public considers unlikely to win. These are higher-risk, higher-reward selections where the model identified an edge that the public odds did not reflect. Because longshots win far less frequently by definition (typically 10-15% of races), win rates in this section are expected to be substantially lower than the winner models above. That is normal and by design — even a modest longshot win rate of 5-10% can be highly profitable because the payoffs are dramatically larger. A $2 win bet on an 8-1 longshot returns $18. Focus on ITM rate and exotic hits rather than raw win percentage when evaluating longshot model performance. The same Win/Place/Show/ITM and Exotic metrics apply as described above.
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
0
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
0
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo2 Longshot
Metric
Count
Rate
Total Races
688
Top Pick Wins (1st)
28
4.2%
Top Pick Places (2nd)
69
10.5%
Top Pick Shows (3rd)
72
10.9%
Top Pick ITM
169
25.6%
Pending
28
Exotic Wager Hits (Algorithm Algo2 Longshot)
Wager Type
Hits
Description
Exacta
4
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
1
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
1
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
2
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo3 Longshot
Metric
Count
Rate
Total Races
688
Top Pick Wins (1st)
26
3.9%
Top Pick Places (2nd)
64
9.7%
Top Pick Shows (3rd)
60
9.1%
Top Pick ITM
150
22.7%
Pending
28
Exotic Wager Hits (Algorithm Algo3 Longshot)
Wager Type
Hits
Description
Exacta
2
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
2
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
0
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
2
Picks 1, 2 & 3 all finished in top 3, any order
Consensus Expert Picks
Consensus Expert Picks are derived from multiple independent handicapping sources. Each source submits their top picks per race, and the consensus ranking is built by scoring each horse: 4 points for a 1st-place pick, 3 for 2nd, 2 for 3rd, and 1 for 4th. The horse with the highest total score becomes the consensus top pick. Agreement % measures what share of experts included a horse in their picks — higher agreement signals stronger conviction across sources. The Win/Place/Show/ITM and Exotic stats below measure how the consensus top pick actually performed on race day.
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
18
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
60
Picks 1, 2 & 3 all finished in top 3, any order
Performance by Track
The tables below break down each pick source's performance at individual tracks. W/P/S show the number of wins, places (2nd), and shows (3rd) with the percentage of settled races in parentheses. ITM is the combined In The Money total (Win + Place + Show). EX (Exacta) counts races where the top 2 picks finished 1st and 2nd in exact order. BEX (Boxed Exacta) counts races where the top 2 picks both finished in the top 2 in either order. TRI (Trifecta) and BTRI (Boxed Trifecta) apply the same logic to the top 3 picks finishing in the top 3 positions. Each algorithm (Algo 1, 2, 3) uses different optimized weights, so their performance varies by track — comparing across algorithms at a specific track helps identify which model is strongest for that venue.
