Form Factor Assessment Model

The Form Factor Assessment is a machine learning model developed using a wide range of individual variables to identify the factors most strongly associated with winning.

The model evaluates each horse's profile and assigns:

• A Form Factor Rank (its ranking within the race)
• A Form Factor Score (the relative strength of its profile)

A Short-List of Horses to Focus on as Betting Prospects

Testing across large samples of races that were not used in model development suggests a useful starting point is:

✅ Horses ranked 1 to 4 AND

✅ Form Factor Score 65 or higher

This group has historically produced stronger results than average. That does not mean blindly backing every horse that qualifies, because that's not enough to make a profit.

However, the task of turning that group of horses that return a small loss of -3% to -4% into a profitable strategy is far easier than other runners that average -8% to -12% betting returns, and longer for horses outside the top four chances.

1. Does the Horse's Recent Form Have More Merit Than the Ratings Suggest?

A rating tells us what a horse achieved. It doesn't always tell us how difficult it was to achieve.

Consider whether recent performances may deserve upgrading because the horse:

• Had to work harder than others early to find its position
• Was disadvantaged by the race shape
• Covered extra ground, such as racing wide without cover
• Was held up, blocked, or suffered interference at crucial stages

These are the types of factors that can result in a performance having more merit than the raw rating alone suggests. Be conservative in how optimistic you are about the extra merit in a run, and it's not even necessary to come up with an objective figure, but where the evidence is clear, it is certainly a relevant factor to take note of.

2. Were There Genuine Excuses?

Sometimes, recent ratings may underestimate a horse's true ability because circumstances prevented it from performing to its best.

Examples include:

• Unsuitable track conditions
• Wide barrier draws that saw the horse settle much further back than normal
• Racing over unsuitable distances
• Being poorly ridden
• Being caught on the wrong part of a biased track
• Interrupted preparations

A horse coming off a run with legitimate excuses may be capable of improving significantly next start.

3. How Do the Key Chances Map Against Each Other?

Race shape and likely position in running remain among the most important factors in racing.

While the Form Factor model considers expected in-running position, it is still worthwhile conducting your own assessment of the map.

As a general principle:

• Favour horses as betting prospects with the tactical speed to race in the front half of the field.
• Be cautious about backing any horse likely to settle in the back half of the field, especially if they will be behind their main dangers. This single principle can significantly improve betting results over time.

4. Is the Horse Likely to Be Better Suited This Time?

Look for reasons why a horse may be capable of improving on its recent performances.

Important considerations include:

• Distance
• Track conditions
• Expected pace
• Likely position in running. One particularly positive angle is identifying horses likely to settle further forward than at their previous start.

5. Does the Horse Have Upside?

The model can only assess what has already occurred. It cannot perfectly forecast future improvement.

Look for horses that may still be developing and/or have shown signs of upside potential, including:

• Lightly raced horses with an upward rating trend
• Horses that hit the line strongly last start, especially if unsuited by the speed. Ensure there is some merit in their sectionals, rather than just finishing moderately over the top of very tired horses.
• Horses that historically improve after gaining fitness from a first-up or second-up run.

6. Are There Positive or Negative Traits Not Captured by the Data?

Not all important factors are easily measured.

Examples include:

Acceleration vs One-Paced Profiles

Horses that can produce a turn of foot, either to make ground faster than their rivals and put themselves into a challenging position in the race, or create a decisive break on their chasers from a forward position, generally have more ways to win races and are better equipped to adapt to different race scenarios.

By contrast, one-paced horses, while they may not be beaten far at the finish, tend to run home with the pack. They may make some late ground, but often do so when the race is already over, without ever looking like a genuine winning threat.

As a general principle, horses that can demonstrate some level of acceleration, even if only modest, are more appealing than those that simply maintain their speed and gradually pass tiring runners late in the race.

Racing Manners

Horses that have a tendency to miss the start, race keenly, hang in or out, or display other negative traits carry more risk in terms of producing a winning performance. Horses that do everything right are more reliable.

7. Are There Relevant Gear Changes?

Gear changes can influence performance in ways that historical data cannot fully anticipate.

Consider whether changes such as blinkers, winkers, visors, tongue ties or different bits could positively influence a horse's performance in the upcoming race.