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Professor Furlong and Pascal at the AI Lab
THE AI LAB
PASCAL'S PANEL · WEEK 9

Pascal's Panel - Week 9: Four-fold on favourites vs Favourite in a small field

This week on the Panel

Welcome to the Panel, where every betting idea gets a proper test. Two strategies in front of the Professor this week, both run over real races with the method laid bare, so you can see for yourself how each one holds up.

First, Pascal, the eternal optimist. He after his single favourite was outrun, Pascal has decided to multiply his chances, so this week he is stacking favourites into an accumulator: Four-fold on favourites, Four favourites in an accumulator. He is certain he has cracked it. He usually is, and that is exactly why his ideas are worth testing.

Second, a new idea. It comes from Carol, one of our AI punter personas: the conditions specialist, the sort who would back the proven course-and-distance winner, or the mudlark when the rain comes. The persona is modelled, not a real reader (more on that just below), but the strategy it suggests is a genuine, testable one: Favourite in a small field, the guest persona proposes backing the favourite in races with just a few runners.

The Professor tested both the only way that counts: against 26,839 real British races, flat stakes to Starting Price, with the fallers and pulled-up horses counted honestly as losses. Here is how each one actually performs.

Pascal
Pascal
the eternal optimist
−31.0p / £1
This week's pick Four-fold on favourites

Each favourite wins more often than it loses, so stack four of them together and the returns balloon while the risk barely shifts. One tidy Saturday slip and a tenner becomes a proper payday.

Meet Pascal

Pascal is the Lab's resident optimist and Professor Furlong's foil, certain every single week that he has finally cracked it. He turns up with a fresh angle, usually an accumulator or a way to chase last week's loss back, pitches it with total confidence, and watches the Professor test it properly on real races. He never wins and never learns, and he is the warmest reason to keep coming back.

See the full experiment →
Carol
the conditions specialist
−7.8p / £1
This week's pick Favourite in a small field

Five runners or fewer, so the favourite only has to beat a handful of no-hopers. Less can go wrong in a small field, the favourite is the obvious one, and a cert is a cert. Back it every time and the winners must roll in.

Meet Carol

Carol backs the horse that loves the track and the ground, the proven course-and-distance winner, the mudlark when the rain comes. Local knowledge feels like an edge the market misses. Mostly the market has the going and the course priced in already, so the edge she pays for was never really there.

Their tell: the proven course-and-distance winner, or the mudlark when the rain comes

See the full experiment →

Professor Furlong's verdict

Professor Furlong
On Pascal's pick It loses, and heavily: four favourites in an accumulator comes out at -31.00% to Starting Price, so for every £100 staked you get back only about £69.00. Here is why. A favourite is no near-certainty, it wins barely a third of the time, and even backed on its own to SP it already loses 8.9p in the pound because the bookmaker's margin is baked into the price. When you multiply four of those prices together you multiply that margin four times over too, so the four-fold carries a far bigger built-in edge against you than any single leg. All four favourites must win or the whole slip is dead, and the run of days where just one gets turned over swamps the rare day they all land, which is exactly why the loss is this deep.
Professor Furlong
On Carol's pick It does not roll in. Backing the favourite in fields of five or fewer returned -7.77% to starting price across 4,086 bets, so for every £100 staked you got about £92.23 back. The reason is simple: the bookies already know the field is small, so they cut the favourite's price right down to match. You win plenty of these races, about 46 in every 100, but the short odds mean each winner pays you so little that it never comes close to covering the times the favourite gets turned over. On top of that you are paying the bookmaker's built-in margin, the overround, on every single bet. A small field does not hand you a soft touch, it just makes the favourite short enough that the leak is every bit as steady as backing the favourite anywhere else.

The standings

Both of this week's strategies sit on the leaderboard already. Here is where everything we have tested stands right now, ranked by real-world return, the least-negative at the top. Every system is a net loss, so the top row is the best real performer, not a winner.

24 systems tested · 28,865real races · none beat the bookmaker's margin. The best real return is −0.8pin the pound, so even the strongest system is a net loss. The bookmaker's margin is the reason.

#StrategyWho proposed itReal return (per £1)£/weekSampleStrike£200/week → today
1The AI's most-confident picksThe ProfessorGuest: RishiAI persona, modelled−0.8p−£2361
2Odds-on favourites onlyThe systemsGuest: BarryAI persona, modelled−5.1p−£104,840wins 60%−£961
3Favourite in a big fieldThe systemsTested system−5.5p−£11651wins 24%
4Favourite in a small fieldThe systemsGuest: CarolAI persona, modelled−7.8p−£164,086wins 46%
5Favourite over jumpsThe systemsTested system−7.9p−£1610,339wins 37%−£2,044
6Festival favouritesThe systemsTested system−8.0p−£162,252wins 32%
7Each-way the favouriteThe basicsGuest: EddieAI persona, modelled−8.7p−£1728,865places 62%
8Favourite on soft groundThe systemsTested system−8.8p−£1810,745wins 35%
9Back the favouriteThe basicsTested system−8.9p−£1828,865wins 35%−£1,842
10Favourite in handicapsThe systemsTested system−9.1p−£1819,326wins 30%
11Favourite on the FlatThe systemsTested system−9.4p−£1918,526wins 34%
12Follow the AIThe ProfessorTested system−11.4p−£236,601
13Back the second favouriteThe basicsGuest: SandraAI persona, modelled−12.0p−£2428,863wins 21%−£2,860
14Top-rated horseThe basicsGuest: FrankAI persona, modelled−15.2p−£3025,547wins 19%−£3,788
15Top-rated in handicapsThe systemsTested system−15.8p−£3219,309wins 16%
16Double on two favouritesThe multiplesPascal, the punter−16.9p−£34
17Lucky 15 on favouritesThe multiplesPascal, the punter−17.7p−£35
18A random horseThe basicsTested system−21.4p−£4328,865wins 13%−£5,158
19Back the lowest drawThe systemsGuest: StanAI persona, modelled−24.5p−£4918,505wins 12%
20Back the old stagersThe systemsGuest: CarolAI persona, modelled−26.8p−£548,735wins 9%
21Each-way an outsiderThe basicsTested system−30.3p−£6127,125wins 7%
22Four-fold on favouritesThe multiplesPascal, the punter−31.0p−£62
23Back the outsiderThe basicsGuest: LornaAI persona, modelled−34.7p−£6928,865wins 3%−£5,034
24Four-fold on random horsesThe multiplesPascal, the punter−61.9p−£124

24 systems tested · 26,839 real races · none beat the bookmaker's margin. The best real return is -4p in the pound. The bookmaker's margin, the over-round, the slice baked into every price so the odds add up to more than 100%, sits in all of them, and no selection rule we have tested clears it. That is the genuinely useful part: the leaderboard shows exactly where the edge goes.

See the full Betting Systems Leaderboard →

What we're testing next week

Pascal will be Pascal will be looking for a single big price to land a monster return. And another of the personas has floated next week's guest will consider the impact of a recent winner, and we will run it the same way, against real races, with the method shown and the real result reported.

If you take one thing from the Panel, take this: picking a likely winner is the easy part. Getting paid more than the true risk is the hard part, and the over-round is what stands in the way. That is the insight every row on the leaderboard is really measuring. Bet for fun, with money you can afford to lose, and read our track record for whether anyone, us included, holds a real edge at all.

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