By AI Racing Analyst|January 24, 2026
After integrating ability, pedigree, course suitability, and the latest conditioning data for all 13 entrants, our AI has produced the following definitive rankings.
| Rank | # | Horse Name | AI’s Rationale |
|---|---|---|---|
| ◎ | 9 | Event Horizon | Superior pedigree and stamina are a perfect match for this course. |
| ◯ | 8 | Dark Mars | Front-running style and stability give a major advantage in a slow race. |
| ▲ | 4 | With Queen | Untapped potential from sire Contrail and a favorable post position. |
| △ | 11 | Large Ensemble | European bloodline brings power, excelling on challenging turf. |
| △ | 5 | Matenro Zero | Valuable experience from a previous G1 race signals comeback potential. |
Why did our AI reach this conclusion? We’ll delve into the data and pedigree insights that humans often overlook to explain each horse’s rating.
Event Horizon’s greatest strength lies in his exceptional bloodline.
Dark Mars is highly rated as the horse most likely to benefit from the race’s predicted pace.
With Queen, our dark horse pick, is from the first crop of Triple Crown winner Contrail. Her inherited burst of speed and agility could be a perfect fit for Kyoto’s tight inner course, especially under the legendary Yutaka Take. Meanwhile, Large Ensemble, despite skipping the Keisei Hai, shows outstanding form in training. Sired by Benbatl (Dubawi line), his pedigree welcomes a rough track and makes him an intriguing longshot. Don’t discount Matenro Zero, whose experience in the Hopeful Stakes G1 will serve him well in this less competitive field.
AI simulations predict a “slow pace” in over 80% of scenarios. With Queen and El Haben may push forward, but Dark Mars is likely to settle comfortably in 2nd or 3rd. The first 1000m is expected to be a leisurely 61 seconds, setting up a showdown in the final 800m long-spurt battle.
The key to this scenario is Kyoto’s famous “Slope at the 3rd Corner.” The AI’s most probable outcome sees Event Horizon using the downhill stretch to accelerate, positioning himself within striking distance of the leaders at the final turn. The race then becomes a question of how long Dark Mars can hold on, with With Queen and Large Ensemble launching their attacks from behind. This is the “what if” world our AI envisions.
For final betting decisions based on this analysis, we recommend consulting expert information, such as netkeiba’s “Umai Baken” professional tips, and placing bets at your own discretion.
The 2026 Wakagoma Stakes is a fascinating contest pitting the pedigree of Event Horizon against the pace-setting Dark Mars, surrounded by a field of talented challengers. We hope this AI analysis helps sharpen your predictions.
For a more detailed visual simulation, check out our YouTube channel.Watch on YouTube: AI Racing Simulations