Horse Sense Pedigree Analytics

Horse Sense Pedigree Analytics Horse Sense combines industry expertise with AI-driven pedigree analytics to give buyers strategic, data-backed insight into a horse’s value.

We balance the science of forecasting with the art of conformation to reduce bias and guide smarter decisions.

Artificial Intelligence and the Modern Horseman | Part 7 of 13Experience may be the most important thing a horseman deve...
10/06/2026

Artificial Intelligence and the Modern Horseman | Part 7 of 13

Experience may be the most important thing a horseman develops, but experience has a weakness: human memory is selective.

We remember the stakes horse. We remember the expensive mistake. We remember the mating that worked particularly well and the horse everybody said wouldn't make it. Those examples shape our opinions, sometimes for decades.

The problem is that memorable examples are not always representative examples. AI offers a useful way to test those experiences against a larger group and ask whether the horse we remember was typical or whether it was the exception.

That doesn't make the computer right and the horseman wrong. It simply gives us another way to test what we think we know. When experience and evidence agree, confidence increases. When they don't, the decision probably deserves another look.

Part 7: Experience Is Not Enough

https://www.pedigreeanalytics.com/AIAndBloodstock/ExperienceIsNotEnough

Artificial Intelligence and the Modern Horseman | Part 6 of 13Every major horse decision begins with an evaluation. We e...
09/29/2026

Artificial Intelligence and the Modern Horseman | Part 6 of 13

Every major horse decision begins with an evaluation. We evaluate the mare before choosing the stallion. We evaluate the yearling before bidding. A trainer evaluates the athlete before deciding how to develop it, and a veterinarian evaluates the horse before recommending treatment.

The difficult part is that evaluation is both art and science. Two knowledgeable horsemen can look at the same individual, agree on many of the strengths and weaknesses, and still reach different conclusions because they are weighing different things.

I don't think AI should replace that judgment. I think its value is in making the information surrounding the judgment more complete. Comparable horses, pedigree history, commercial outcomes, race performance, veterinary research, and broader patterns can all give the evaluator more context before reaching a conclusion.

AI does not need to tell the horseman what to think. It can give the horseman more to think about.

Part 6: Every Horse Starts With an Evaluation

https://www.pedigreeanalytics.com/AIAndBloodstock/EveryHorseStartsWithEvaluation

09/27/2026

Horse Sense Keeneland September 2026 | Sale Summary
Keeneland September 2026 finished as a stronger market than I expected in several parts of the catalog, but the most interesting part of the sale was not simply that prices were higher. It was where the strength came from and what breeders had to spend to create it.
Before the sale, one of the things that stood out in the data was that parts of the 2026 catalog looked weaker on the female-family and page side than the comparable 2025 sessions, while breeders had generally spent more on sire power. That created an important question going into the sale:
Would the market pay enough for the stronger sire investment to overcome a softer catalog?
In many sessions, the answer was yes.
Session 3 is a good example. Average conception-year stud-fee exposure increased by roughly $16,000 per horse, while the average sale result increased by more than $32,000. Even after accounting for seller commission, the additional sale proceeds were comfortably greater than the additional stud-fee investment.
Session 4 showed the same pattern, although with a narrower margin. Breeders spent about $16,700 more on stud fees, and the average hammer price increased by roughly $22,700. After commission and the higher fee, the additional investment still produced a positive return.
But that pattern was not universal.
Session 2 is the clearest example of the other side. Average stud-fee investment increased by roughly $33,000, while the average sale result increased by only about $21,000. The market was stronger, but not strong enough to fully pay back the additional sire investment.
A higher hammer price does not automatically mean the breeder made a better economic decision. The better question is whether the additional dollars spent on the mating created more additional sale value than they cost.
Across the sale, that answer varied significantly by session. In several of the middle and later sessions, relatively modest increases in stud-fee exposure produced much larger increases in sale price. Sessions 6 through 9 were especially interesting in that respect. Breeders were not spending dramatically more on stallions, but the market still paid materially more for the resulting yearlings.
That suggests the market was rewarding more than just raw sire cost. Placement, physical development, individual quality, and buyer confidence were still determining how much of that pedigree investment was actually captured at the sale.
The pinhook data reinforces the same point.
I identified 595 likely Keeneland-to-Keeneland pinhooks from the November 2025 and January 2026 sales. At first glance, the resale numbers looked very strong. More than 70% of the horses that sold in September brought more than their original purchase price.
Once realistic carrying and selling costs were added, however, the picture changed considerably.
Of the 373 pinhooks that actually sold, only about 52% produced an estimated net profit under the standardized cost model. Median net profit was only about $3,100, and median net ROI was roughly 4%.
So even in a strong yearling market, simply selling for more than you paid was not enough.
The same logic applies to breeders.
The 2026 market appears to have validated the decision to spend more on stallions commercially, at least in many parts of the sale. Buyers were willing to pay more for that sire power, even when the catalog page itself was not necessarily stronger.
But commercial validation is not the same as genetic or racing validation.
The yearling sale tells us what the market was willing to pay for these matings. It does not yet tell us whether the additional stud-fee investment actually produced better racehorses.
That answer will take several years.
The 2026 crop will eventually give us another set of questions to test: Did the higher-fee matings produce more starters? More winners? More stakes horses? More graded stakes horses? Better durability? Higher earnings?
Only then will we know whether breeders were paying more for better horses or simply paying more for pedigrees the market valued more highly.
For now, Keeneland September 2026 gave us one clear answer:
The market generally rewarded the additional investment in sire power.
The harder question is whether the racetrack will do the same.

09/27/2026

Horse Sense Keeneland September 2026 | Session 12 Summary

The final session of Keeneland September finished stronger than the model projected and closed the sale with more support than I expected this deep in the catalog.

The model projected a Sold + RNA average of about $16,900 for Session 12. The actual average came in at approximately $18,700, about 10.5% above forecast. Compared with the roughly $15,900 average from the comparable 2025 session, the market was up about 17.8% year over year.

There were 298 usable hammer results, made up of 268 sales and 30 RNAs, with 183 outs. The Sold + RNA median was $15,000, and the RNA rate among horses that produced a result was only about 10%.

That low RNA rate is worth noting. By the final session there were a large number of outs, but among the horses that actually went through the ring, buyers were still absorbing inventory at a fairly strong rate.

For the session as a whole, the model was again conservative. Session 12 finished about 10% above forecast and nearly 18% ahead of last year, which is a strong way to close the sale.

09/26/2026

Horse Sense Keeneland September 2026 | Session 11 Summary

Session 11 finished very close to the model forecast.

The model projected a Sold + RNA average of about $24,500. The actual average came in at approximately $23,700, putting the market about 3.1% below projection. Compared with the roughly $23,000 comparable average from 2025, Session 11 was still about 3.2% higher year over year.

There were 315 usable hammer results in the session: 259 sales and 56 RNAs. Another 181 horses were outs, which is a significant part of the story this late in the sale. The Sold + RNA median was $19,000, and the RNA rate among horses that produced a result was about 17.8%.

The top of the market was also much more compressed than we saw in the earlier sessions. The session high was $170,000 for Hip 4107, an Arcangelo filly out of Mo’s Love. Only a relatively small number of horses reached six figures, which is what we would expect as the sale moves deeper into the catalog.

The four horses I highlighted before the session could not be evaluated. Hips 4059, 3785, 3938, and 3803 were all outs, so there were no hammer results to compare with their forecasts. Those horses will remain unscored rather than being treated as either hits or misses.

After the stronger-than-expected results we saw in Sessions 7, 8 and 9, Session 11 moved back toward the historical relationships built into the model. The actual market finished only about 3% below forecast, while still running slightly ahead of last year.

The main takeaway from Session 11 is that the model was very close at the session level, but the large number of outs became a much bigger factor as we moved deeper into the sale.

09/25/2026

Horse Sense Keeneland September 2026 | Session 12 Top Picks

For the final session, I am looking at the model a little differently.

By Session 12, the highest raw forecast is not always the most useful signal. A horse by an elite-fee sire such as Curlin or Uncle Mo may still rank highly because of the sire’s underlying economics, but being placed this late in the sale can itself be meaningful. For this session, I am putting more emphasis on horses whose forecast fits the economics and positioning of this part of the catalog.

Top Pick — Hip 4360, Mitole out of Bluegrass Sunset
Projected average: $28,731
Hip 4360 has one of the strongest overall profiles in Session 12. The page multiplier is 1.31, while Mitole receives a positive 1.36 session-history multiplier based on 12 observations. The sire economics also make sense for this part of the sale, which gives this forecast more credibility than a high number driven mainly by an elite stud fee.

Strong Page Pick — Hip 4600, Complexity out of Nisharora (IRE)
Projected average: $28,775
Hip 4600 carries a strong 1.43 page multiplier and a positive 1.29 sire-history multiplier. The historical sample is small, so that part of the model needs to be treated cautiously, but the combination of page strength and appropriate sire economics makes this one worth watching.

Balanced Session Fit — Hip 4231, Girvin out of Street Minstrel
Projected average: $31,016
Hip 4231 has a strong 1.39 page multiplier and a positive sire-history adjustment. More importantly, the profile fits Session 12 better than a horse whose forecast is being carried by a very high conception-year stud fee.

Horse Sense Watch — Hip 4249, Yaupon out of Sweet Fortune
Projected average: $29,063
Hip 4249 has a more modest 1.15 page multiplier, but Yaupon receives a strong positive sire-history adjustment in this part of the sale. The sample is limited, so I would not overstate it, but this is the type of horse where the model may be identifying strength that is more relevant to the session itself.

These are the four Session 12 horses I will be watching most closely from the model side.

The late sessions require a little more context than simply ranking horses by projected price. At this point in the sale, where a horse is cataloged can be just as informative as the sire name itself.

Physical quality, vetting, and buyer competition can still move the actual results substantially above or below these expectations.

I’ll compare the projections with the actual results after the session.

09/25/2026

Horse Sense Keeneland September 2026 | Session 10 Summary

Session 10 produced 362 usable hammer results, with 317 sales and 45 RNAs, while 69 horses were out. The Sold + RNA average was about $44,500, the median was $33,500, and the RNA rate among horses that produced a result was only about 12.4%.

The session topper was $260,000, and only a handful of horses reached $200,000 or more. That makes the overall result more meaningful because the session was not being carried by one or two extreme prices. The market was still functioning well through the middle, with solid clearance and buyers continuing to support horses they liked.

At the sire level, Vekoma, Maclean’s Music, Maxfield, Authentic, and Volatile were among the stronger performers in the session. Arabian Lion, Girvin, and Complexity also held up reasonably well.

On the other side, Proxy, Epicenter, and Jack Christopher were among the more noticeable underperformers, with Upstart, Munnings, and Arcangelo also coming in softer.

That sire-level split is becoming one of the more useful things to watch in the later sessions. The overall market can still be healthy while buyers become much more selective about where they are willing to spend.

Session 10 also continued the broader late-sale pattern we have seen since Session 8: solid clearance, stronger-than-historical demand through the body of the market, and increasingly clear differences in how buyers are valuing individual sire groups.

09/24/2026

Horse Sense Keeneland September 2026 | Session 11 Top Picks

Before Session 11 begins, here are four horses that stand out in the Horse Sense sales forecast.

These are model-based selections made before the live market determines the outcome. The model considers sire economics, sire history in the session, catalog-page strength, sale placement, and forecast uncertainty. They are not intended to identify the best horse physically. That still has to be judged in person.

Top Model Forecast — Hip 4059, Good Magic out of Layreebelle
Projected average: $47,293
Hip 4059 is the highest forecast in Session 11. Its 1.44 page multiplier provides strong support, while there is no additional sire-history adjustment affecting the forecast. This is a fairly clean example of page strength and underlying sire economics driving the model.

Second Model Forecast — Hip 3785, Cody’s Wish out of Totally Tucker
Projected average: $45,472
Hip 3785 ranks second overall and carries an even stronger 1.51 page multiplier. With no sire-history adjustment yet contributing to the forecast, the model is placing significant weight on the strength of the catalog page.

Strongest Page — Hip 3938, Olympiad out of Danceforthecause
Projected average: $44,988
Hip 3938 has the strongest page multiplier among the Session 11 leaders at 1.71. Olympiad’s sire-history multiplier is essentially neutral at 1.00, and that figure is based on only two historical observations, so the page itself is doing most of the work here.

Horse Sense Watch — Hip 3803, Yaupon out of Victorious Ami
Projected average: $44,766
Hip 3803 combines a very strong 1.64 page multiplier with a modest positive 1.10 Yaupon session-history multiplier. The sire-history sample is only one observation, so the historical adjustment carries little weight, but the overall page strength makes this one particularly interesting to follow.

These are the four Session 11 horses I will be watching most closely from the model side. Physical quality, vetting, and buyer competition can still move the actual results substantially above or below the forecasts.

I’ll compare the projections with the actual results after the session.

09/23/2026

Horse Sense Keeneland September 2026 | Session 9 Summary

Session 9 produced 357 usable hammer results, with 303 sales and 54 RNAs, while 70 horses were out. The Sold + RNA average was about $59,100, the median was $45,000, and the RNA rate among horses that produced a result was roughly 15%.

The session high was $250,000, reached by two horses, and the strength of the market was not dependent on one or two extreme prices. The better-than-expected performance came from broader support through the middle of the session.

What stood out more to me was how differently buyers treated individual sire groups.

Gunite was one of the strongest performers relative to the model, with his Session 9 yearlings selling well above their catalog-based expectations. Army Mule, Girvin and Practical Joke also performed particularly well.

On the other side, McKinzie and Epicenter were among the more noticeable underperformers. Cyberknife, Arcangelo, Jack Christopher, Elite Power and Authentic also had groups that came in below expectation.

That is becoming one of the more interesting parts of the later sessions. The overall market can remain strong, but the money is not being distributed evenly. Buyers are clearly showing more willingness to stretch for some sire profiles while becoming more selective on others.

As the sale moves into the final sessions, I am watching that sire-level demand as closely as the overall market numbers.

09/23/2026

Horse Sense Keeneland September 2026 | Session 10 Top Picks

Before Session 10 begins, here are four horses that stand out in the Horse Sense sales forecast.

These are model-based selections made before the live market determines the outcome. The model considers sire economics, sire history in the session, catalog-page strength, sale placement, and forecast uncertainty. They are not intended to identify the best horse physically. That still has to be judged in person.

Top Model Forecast — Hip 3642, Vekoma out of No Fault
Projected average: $60,978
Hip 3642 is the highest forecast in Session 10. It combines a strong 1.20 page multiplier with a positive 1.38 Vekoma session-history multiplier based on 16 historical observations.

Second Model Forecast — Hip 3651, Omaha Beach out of Parade of Roses
Projected average: $58,525
Hip 3651 ranks second overall and has the strongest page multiplier in the session at 1.44. There is no sire-history adjustment supporting the forecast, so most of the strength here comes from the catalog page and Omaha Beach’s underlying sire economics.

Strong Sire-History Pick — Hip 3631, Girvin out of My Dawn
Projected average: $57,677
Hip 3631 ranks third in Session 10. Girvin receives a strong 1.36 session-history multiplier based on 18 observations, while the page itself is modestly positive at 1.07. This is a good example of historical sire performance carrying a larger share of the forecast.

Horse Sense Watch — Hip 3649, Kantharos out of Pacific Calm
Projected average: $54,555
Hip 3649 has one of the strongest catalog pages in the session at 1.35. Kantharos receives only a modest 1.09 session-history multiplier, so this forecast is being driven more by page strength than by a large sire adjustment.

These are the four Session 10 horses I will be watching most closely from the model side. Physical quality, vetting, and buyer competition can still move the actual results substantially above or below the forecasts.

I’ll compare the projections with the actual results after the session.

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