What a week for Pick Pony's AI engine! Across 569 races covered, our three algorithms combined to deliver some truly impressive numbers, with 83 races still pending and more results potentially on the way. Leading the charge, Algo2 posted the highest win rate at 32.1% on settled races, landing 156 top-pick winners from 486 settled contests and an outstanding 61.1% in-the-money rate. Algo3 wasn't far behind at 31.5% wins, but it stole the show with a remarkable 63.4% ITM rate — the best of the week — along with a chart-topping 44 exacta hits and 19 trifecta hits, giving exotic players plenty to celebrate. Algo1 rounded out the trio with a solid 29.6% win rate and 60.5% ITM, proving all three models are firing on all cylinders. With dozens of races still pending settlement, these numbers have nowhere to go but up.
Standout Wins
The highlight reel this week is absolutely loaded with eye-catching longshot victories. All three algorithms nailed GIOTTO at EVD on April 29 at 12-1 morning line — a massive overlay that rewarded believers handsomely. Just as impressive, MORE CHAMPAGNE at Keeneland on April 24 also went off at 12-1 and romped home a winner, flagged by all three models. At the 5-1 tier, the wins kept piling up: GO GO PLAYMATE at CDX, HARBE at CDX, THE LITTLE SULTANA at MNR, UPTOWN BADDECISIONS at LSX, and SNEAKING CANDY at SAX all crossed the wire first as AI top picks. Algo3 also delivered some gems unique to its model, including JASPER MAXIMUS at TDN, GOLDEN AFTERNOON at CDX, and BET THE GRAY at OPX — all at 4-1 — while Algo2 added SAN LORENZO ZOOM at DED and Algo1 contributed CARAVAGGIO'S SONG at TAM and ALLER VITE at EVD to the winner's circle. Simply put, this was a fantastic week for longshot hunters.
Key Insights
A few clear patterns emerged from this week's data worth noting heading into the next card. The AI models showed exceptional sharpness at smaller regional ovals — tracks like EVD, LSX, CDX, and DED — where the algorithms consistently identified horses running well above their assigned morning-line odds. The 12-1 double on GIOTTO and MORE CHAMPAGNE suggests the models are particularly skilled at spotting undervalued horses in maiden and early-condition events where public handicapping leans heavily on reputation overform. Algo3's exotic dominance — 44 exacta hits and 19 trifectas — also signals strong positional accuracy throughout the field, not just at the top, making it a powerful companion for multi-leg ticket builders. Keep an eye on those 4-1 to 5-1 AI selections in particular; that odds range was a sweet spot across all three algorithms this week.
Looking Ahead
With 83 races still pending settlement, this week's final numbers could climb even higher — so stay tuned for any late-breaking updates to the leaderboard. Next week, watch for the AI to keep pressing its edge at regional tracks and in grass sprints where historical form data gives our models a sharp advantage. As always, trust the process — the ponies are picking themselves! 🐎
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).
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
7
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
30
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo2 Winner
Metric
Count
Rate
Total Races
569
Top Pick Wins (1st)
156
32.1%
Top Pick Places (2nd)
84
17.3%
Top Pick Shows (3rd)
56
11.5%
Top Pick ITM
296
60.9%
Pending
83
Exotic Wager Hits (Algorithm Algo2 Winner)
Wager Type
Hits
Description
Exacta
35
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
30
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
8
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
31
Picks 1, 2 & 3 all finished in top 3, any order
Algorithm Algo3 Winner
Metric
Count
Rate
Total Races
569
Top Pick Wins (1st)
151
31.1%
Top Pick Places (2nd)
84
17.3%
Top Pick Shows (3rd)
71
14.6%
Top Pick ITM
306
63.0%
Pending
83
Exotic Wager Hits (Algorithm Algo3 Winner)
Wager Type
Hits
Description
Exacta
44
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
30
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
26
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
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.
Metric
Count
Rate
Total Races
576
Top Pick Wins (1st)
157
36.9%
Top Pick Places (2nd)
90
21.1%
Top Pick Shows (3rd)
50
11.7%
Top Pick ITM
297
69.7%
Pending
150
Exotic Wager Hits (Consensus Top 3 Picks)
Wager Type
Hits
Description
Exacta
39
Picks 1 & 2 finished 1st & 2nd in exact order
Boxed Exacta
34
Picks 1 & 2 both finished in top 2, reversed order
Trifecta
11
Picks 1, 2 & 3 finished 1st, 2nd & 3rd in exact order
Boxed Trifecta
32
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.
