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Professor Furlong and Pascal at the AI Lab
THE AI LAB
Pascal turns up with a new system every single week. So we test every one of them, properly, against the market. Come and see how his ideas have actually held up.
And one of them is going to land any day now. Any day, I'm telling you.
PASCAL'S PANEL Β· WEEK 2

Pascal's Panel - Week 2: Lucky 15 on favourites vs Odds-on favourites only

← All issuesΒ·The standings

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 convinced that one winner covers the rest, Pascal sees multiples as margin-proof insurance, so this week he is spreading his picks across a full Lucky-fifteen so a single winner still pays something back: Lucky 15 on favourites, Lucky 15 on four favourites. 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 Barry, one of our AI punter personas: the favourite-chaser, the sort who would back the shortest price on the card, every race. The persona is modelled, not a real reader (more on that just below), but the strategy it suggests is a genuine, testable one: Odds-on favourites only, the shortest-priced horses only, treating them as near-certainties the market cannot get wrong.

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's pick: Lucky 15 on favourites

Pascal's case (he means it):

"Back four favourites in a Lucky 15 and even if one or two get beat, the doubles, trebles and the four-fold still pay. One winner gets your stake back, the rest is gravy, so I am basically covered."

The Professor:

You are not covered, you are paying the bookmaker's margin fifteen times over. A Lucky 15 is fifteen bets in one (four singles, six doubles, four trebles and a four-fold), and every leg is a favourite, which on its own loses about 8.7p in the pound once you count the fallers and pulled-up horses as the losing bets they are. The singles already leak that margin, and the multiples are worse, because tying favourites together multiplies the house edge instead of adding it, and one beaten favourite kills every multiple it sits in. Stack all that up and the Lucky 15 on four favourites returns -17.46% to Starting Price, so for every Β£100 staked you get back about Β£82.54. One winner returning your stake feels like a save, but that is the bet quietly handing the bookie roughly Β£17 in every Β£100 over time. Backing favourites does not beat the margin, and folding them into fifteen bets just lets you pay it fifteen times.

So that is βˆ’17.5p to SP across an analytic estimate from the single-leg result, and for every Β£100 staked you would have about Β£82.54 left over the long run. Pascal is sure it is due a turnaround. The Professor points to the real reason it lands here: the bookmaker's margin is priced into every runner, and no staking pattern Pascal tries can shake it loose.

The full experiment, step by step β†’

This week's guest strategy: Odds-on favourites only

Barry's idea is a thoughtful one, and on the face of it it sounds clever: exactly the kind of strategy worth putting to a proper test.

The idea (as the persona frames it):

"Pascal only touches the bankers, the odds-on jollies the whole world fancies. If a horse is shorter than evens, the market is screaming it can't lose, so he piles in and treats it like money in the bank."

That is a fair instinct, and the kind of thing worth testing rather than waving away. Odds-on means the horse costs more to back than it stands to win, so evens is the threshold So we did.

The Professor:

It loses, and here is why. Over 4,547 odds-on favourites settled to starting price this returned -4.64%, so for every Β£100 staked you got about Β£95.36 back. These horses do win plenty, six times in ten, but at those short prices each winner pays you a pittance while the four in ten that get turned over still cost you the full stake, and the bookmaker's margin is baked into every price. This is honestly the least-bad bet measured on the whole page, because favourites lose less than longshots, but "least-bad" is still about a 4 percent leak, not a profit. "Banker" only describes how often it wins, never whether the odds are big enough to cover the times it doesn't, so the slow bleed is the margin quietly doing its job.

The real figure: βˆ’4.6p to SP across 4,547 bets, about Β£95.36 back on every Β£100. a sensible instinct that the shortest prices should leak least, though sense alone cannot beat the house It is a cleverer selection rule than backing the favourite blind, yet it meets the same wall every idea on this page meets: the bookmaker's margin is in every price, and choosing differently does not remove it. A genuinely useful result to have measured, rather than assumed.

The full experiment, step by step β†’

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 Β· 26,839real races Β· none beat the bookmaker's margin. The best real return is βˆ’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 Β£1)SampleStrikeΒ£200/week β†’ today
1The AI's most-confident picksThe ProfessorTested systemβˆ’0.8p361β€”β€”
2Odds-on favourites onlyThe systemsGuest: BarryAI persona, modelledβˆ’4.6p4,547wins 60%βˆ’Β£762
3Favourite in a big fieldThe systemsTested systemβˆ’6.0p605wins 24%β€”
4Favourite in a small fieldThe systemsTested systemβˆ’7.4p3,772wins 46%β€”
5Favourite over jumpsThe systemsTested systemβˆ’7.8p10,194wins 37%βˆ’Β£2,115
6Festival favouritesThe systemsTested systemβˆ’8.3p2,098wins 32%β€”
7Back the favouriteThe basicsTested systemβˆ’8.7p27,421wins 35%βˆ’Β£1,851
8Favourite on soft groundThe systemsTested systemβˆ’8.8p10,672wins 35%β€”
9Favourite in handicapsThe systemsTested systemβˆ’8.8p18,383wins 30%β€”
10Favourite on the FlatThe systemsTested systemβˆ’9.3p17,227wins 34%β€”
11Follow the AIThe ProfessorTested systemβˆ’11.4p6,601β€”β€”
12Back the second favouriteThe basicsGuest: SandraAI persona, modelledβˆ’12.0p27,419wins 21%βˆ’Β£3,080
13Top-rated horseThe basicsTested systemβˆ’15.9p24,222wins 19%βˆ’Β£3,806
14Top-rated in handicapsThe systemsTested systemβˆ’16.4p18,368wins 16%β€”
15Lucky 15 on favouritesThe multiplesPascal, the punterβˆ’17.5pβ€”β€”β€”
16A random horseThe basicsTested systemβˆ’21.6p27,421wins 13%βˆ’Β£5,215
17Back the lowest drawThe systemsTested systemβˆ’25.1p17,208wins 12%β€”
18Back the old stagersThe systemsTested systemβˆ’27.2p8,571wins 8%β€”
19Each-way an outsiderThe basicsTested systemβˆ’29.9p25,800wins 7%β€”
20Four-fold on favouritesThe multiplesPascal, the punterβˆ’30.6pβ€”β€”β€”
21Back the outsiderThe basicsTested systemβˆ’34.5p27,421wins 3%βˆ’Β£4,338
22Four-fold on random horsesThe multiplesTested systemβˆ’62.1pβ€”β€”β€”

24 systems tested Β· 26,839 real races Β· 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 β†’

What we're testing next week

Pascal will be next week Pascal eyes a new angle on closing the margin gap. And another of the personas has floated the following guest brings a contrarian read on layering short-priced animals, 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.