Two For Gold and David Bass lead all the way to win the Gordon Richards Novices' Limited Handicap Chase at Carlisle. 3/11/2019 Pic Steve Davies/Racingfotos.com

Run Style Bias in Handicap Chases: 2024/25 Season Update (Part 1)

It has been three years since I looked at run style bias in National Hunt racing, so I felt now was a good time to revisit the topic, writes Dave Renham. Personally, I use run style bias for around 50% of my National Hunt bets so it is an area that I feel is extremely important. This article is the first of a two-parter.

The focus for both articles will be handicap chases with seven or more runners. Data has been taken from UK NH racing spanning from 1st January 2017 to 6th October 2024. I have split the races into four distance bands – 2m1f or less, 2m3f-2m4f; 2m5f-2m6f and 2m7f-3m2f. In this piece I will concentrate on the two shorter distances of 2m1f or less and 2m3f-2m4f. There is a relatively small number of handicap chases at 2m2f and these have a micro-section below.

As a reminder, geegeez.co.uk offers some powerful resources and the stats I am sharing with you here are based on the site’s pace / run style data, which can be found within individual racecards, a separate Pace Analyser tool, and in the highly configurable Query Tool. The run style data on Geegeez is split into four groups – Led (4), Prominent (3), Mid Division (2) and Held Up (1). The number in brackets is the run style score assigned to each group. Below is a basic breakdown of which type of horse fits which type of run style profile:

Led – horses that lead early, usually within the first furlong or so; or horses that dispute the early lead. The early leader is often referred to as the front runner.

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Prominent – horses that lie up close to the pace just behind the leader(s).

Mid Division – horses that race mid pack or just behind the mid-point.

Held up – horses that are held up at, or near, the back of the field.

Race Leaders in Handicap Chases

Let me start by comparing the win percentages for the ‘L’ group (early leaders/front runners) versus the other three groups combined (Prominent, Mid Div, Held Up) across all distances by Year:

 

 

As the graph indicates front runners have a definite edge when it comes to strike rate. It is important to be aware that the number of runners in each run style group differs: prominent and hold up categories usually have more runners within their groups. 'Leaders' is the smallest group as usually you only get one early leader in this type of race, occasionally two when there is a battle for the early lead.

Hence although raw strike rates have significance, it is may be instructive to look at metrics like Impact Values (IV) and the A/E index (Actual winners/Expected winners). More information on these IV and A/E metrics can be found here.

First here are the A/E index splits by year:

 

 

These figures correlate positively with the strike rates. The ‘L’ group of race leaders have recorded consistently high A/E indices ranging from 1.09 to 1.33. The three other run style groups combined have ranged from 0.76 to 0.82. Anything above 1.00 for A/E indices suggests good value so front runners have consistently offered punters good value year in year out. Onto the Impact Value comparison now:

 

 

This is to all intents and purposes a carbon copy of the A/E graph. These initial findings already highlight why run style bias is important in handicap chases and something that needs to be factored in to your form study. It is time now to break the stats down into the distance bands as mentioned earlier. Let me start by examining the shorter distance handicap chases.

Handicap Chases of 2m1f or less

To begin with l will share the win strike rates for each group. Note that these figures are based, as before, on the wins to runs ratio within each specific group. Here are the splits:

 

Based on what we have seen already in this article in terms of the overall stats, these figures should come as no surprise. The ‘led’ group is comfortably clear of the rest in terms of win rates. Thereafter, the graph slopes from left to right implying that the nearer a runner is to the front of the race in the early part the better. We will see this pattern tend to recur across all race distances. Let me share the A/E indices for these shortest distance handicap chases next:

 

This is another demonstration of how the 'Led' group have offered punters excellent value. 1.23 is a strong A/E index figure on a significant sample size. We again see the sloping pattern from left to right, giving us the correlation statisticians are always looking for. The IV splits complete the set:

 

There is strong positive correlation once more, emphasizing the edge front runners have over 2m1f or less. Indeed, if you had sourced a crystal ball in perfect working order and been able to predict all the horses that led or contested the lead early in these races you would have secured a huge £1 level stakes profit of £330.21 (ROI +29.9%). This is just to Industry SP; to Betfair SP you could probably double that figure.

Now I want to examine the individual course run style stats over 2m1f or less. Courses that had a handful of qualifying races have not been included. Below is a table comparing the wins to runs ratio within each run style group, as well as their A/E indices. I have colour coded it to help make the biases clearer. Numbers in green are positive, numbers in orange or red are negative.

 

 

The strongest front running biases look to be at Cheltenham, Doncaster, Hereford, Hexham, Sedgefield, Southwell and Stratford. Other courses where the bias is still very significant include Cartmel, Huntingdon and Plumpton.

I did a little extra digging into the Cheltenham and Sedgefield run style stats because, as we know, it is all very well having a front running bias, but it is not easy predicting who will lead a race early. Looking at the Cheltenham numbers first, five of the 27 winners were top rated pre-race in the PACE section of the geegeez.co.uk racecards, while 12 of the 27 came from the top three in the pace ratings. If you had backed ‘blind’ the top three pace rated horses in all qualifying races at Cheltenham, you would have made a profit of £29.18 to SP (ROI +36%). Looking at Sedgefield, where there were more qualifying races (44), the top-rated pace horse won 12 times and backing them blind would have secured an SP profit of £16.55 (ROI +37.6%). The second rated pace horse won eight times for a profit of £28.04 (ROI +63.7%). So, 20 of the 44 races were won by one of the top two rated pace horses in the pre-race pace cards. That is extremely impressive going.

Clearly, I have delved more deeply into just two courses and distances as regards analysing the performance of the pre-race pace ratings, but the initial signs are promising. The problem with this type of research is that it is quite time consuming as you can only cross-check one race at a time. However, when I get some time, I will analyse some more.

In terms of courses where front runners ‘under achieve’, these include Carlisle, Ffos Las, Newbury, Sandown, Uttoxeter and Warwick. As punters, it is important to recognise the uniqueness of British horse racing in terms of how different course configurations can be. Courses can be left- or right-handed, sharp or stiff, undulating or flat, while the circumference and shape of each track differs too. Fences are placed in different positions and the length of run ins also varies. Some of these factors may help to strengthen or indeed weaken any front running bias.

Now it is time to switch to the next distance band.

Handicap Chases at 2m2f

Briefly, there were 86 races at this specific distance in the near eight year study period. The breakdown is below and, happily, the pattern is repeated: horses that lead do much the best, though those racing midfield have outperformed prominent runners. Hold up runners have found life difficult.

 

 

Of the five qualifying tracks with 7+ runner handicap chases at this specific distance, Kempton was by far the best performing for front runners.

 

 

Handicap Chases of 2m3f to 2m4f

I am going to start with this cohort by looking at the strike rates for each run style group as I did before. Keep in mind that these are wins to runs ratios calculated within each group.

 

These figures mimic closely those for the 2m1f or less distance band. Front runners would have again been a licence to print money should you have been able to predict them pre-race. Backing the front runner during this timeframe, would have made a profit of £548.82 to £1 level stakes (ROI +33.3%).

Onto the A/E indices now:



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These numbers suggest the front running bias is stronger than over the shorter distance. Let’s see if the IV figures back up that assertion:

 

The chart does correlate with the slightly improved A/E indices. To save readers scrolling up and down to compare the two distances, the table below shows these stats in one place to make the comparison easy:

 

 

The led and prominent figures are higher for both metrics at the 2m3f-2m4f distance, while the mid div and held up figures are lower. All of this points firmly to an even stronger run style/pace bias to front runners.

Time to examine the individual course data for the 2m3f-2m4f group now, and below is another table comparing the wins to runs ratio within each run style group, as well as their A/E indices. It’s colour coded as before:

 

 

It is interesting to see that Cheltenham, Doncaster, Sedgefield and Southwell have strong front running biases again as does Plumpton. Other courses that have displayed a good edge to early leaders include Carlisle, Musselburgh, Perth and Uttoxeter. There are three courses where front runners have been at a disadvantage which were Bangor, Ffos Las and Lingfield. The Ffos Las figures for 2m1f or less were also poor for front runners.

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And that is where we will leave the first of this two-parter. It will be interesting to see how strong the front running biases are at the two longer distance groups - find out next week! Until then...

- DR

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