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The Player Props Bet Finder answers one question: which players are priced for a stat tonight, and what does their record actually say about it? Everything here is either a price from the bookmaker or a number worked out from that player’s own match history. There are no tips and no selections. It is a research tool, and what you do with it is up to you.
What the Player Props Bet Finder Does
Bookmakers price hundreds of player props on a busy night — shots, shots on target, fouls committed, fouls drawn, cards, goalscorers. Going through them by hand means a stats site in one tab and an odds page in another, then doing the comparison in your head for every player you fancy.
The finder does that join for you. Pick a market and a line, and it shows every player priced for it alongside how often he has hit it recently, how often our model thinks he should, and what the bookmaker is charging.
The Three Numbers Explained
Every priced line shows three percentages side by side. They are three different kinds of thing, and knowing which is which is most of the skill in using the tool.
- Hit is history. Out of the last 10 matches, how many times did the player actually reach that number? Nothing is estimated. If it says 60%, he did it in six of the last 10.
- Model is our estimate. It takes the player’s underlying rate and the minutes he tends to get, and works out how likely that line is. A projection, not a record.
- Book is the bookmaker’s price turned into a percentage, so you can compare it with the other two. A price of 5/6 comes out as 55%.
Take a player priced at 5/6 for 2 or more shots on target.
| Figure | What it is | |
|---|---|---|
| Hit | 60% | He did it in 6 of his last 10 matches. A record, not an estimate. |
| Model | 64% | Our projection, from his rate per 90 and the minutes he gets. |
| Book | 55% | The price turned into a percentage, with the margin still in it. |
One thing to hold on to about Book: the bookmaker’s margin is still in it. That margin is how they make money and it inflates every price on the board. So a Model figure a point or two above Book is not value, it is noise. You are looking for daylight, not a nudge.
How the Model Reaches Its Number
It starts with a rate rather than a total. A player with 28 shots on target from 900 minutes is on 2.8 per 90. That rate is the honest version of his output, because it does not punish him for being substituted or reward him for playing every minute of every game.
Next it applies the minutes he is likely to get. A player averaging 80 minutes at 2.8 per 90 is expected to produce roughly 2.5 shots on target. That expectation is the engine of the whole thing, and it is why a rotated player and a nailed-on starter with identical rates get very different numbers.
Then it spreads that expectation across outcomes. A player expected to make 2.5 will not make exactly 2.5 in any match — some nights none, some nights five. The model works out how often each outcome turns up for a player with that expectation, which is what gives you a percentage for 1+, 2+, 3+ and so on. That is why the chance of 1+ is always higher than 3+, and why the drop-off steepens the further up the ladder you go.
Cards and Goalscorers Work Differently
Two markets are modelled from something other than their own record, because the direct sample is too thin to trust.
Cards are predicted from fouls rather than from cards. A player picks up 20 or 30 fouls in the time he collects two or three bookings, and the bigger sample is the better guide. Across 405 players we measured, a player’s fouls per 90 predicts his card rate far better than his position does — a forward who commits 1.5 fouls a game and a defender who commits 1.5 are booked at almost identical rates.
Goalscorer chances are built from shots on target rather than goals, for the same reason. Across 390 players the relationship is strong: roughly 39% of shots on target become goals, and a player’s shot volume is a steadier guide than a goal count that turns on a handful of finishes.
First card is left blank on purpose. Being booked and being booked first are different events, and we would rather show nothing than a number that looks right and is not.
Reading the Form Strip
Under each player is a row of boxes, one per match, oldest on the left. Boxes that reached the line are highlighted. It is a quick way to see whether a 60% hit rate came from six steady returns or a burst of four followed by a drought.
Where the data allows you will also see the same hit rate over the last five, 10 and 20 games. That comparison is worth more than any single figure. Both players below read 60% over ten matches, and they are not the same bet:
- A player on 80% over five but 45% over 20 is on a hot streak
- A player reading 55%, 60% and 58% is simply that good, week in week out
The market often prices the streak and misses the steady one.
Using the Finder for a Single Bet
Start from the market, not the player. Pick shots on target, set the line you are interested in, and look down the list.
- Look for Hit and Model roughly agreeing. When history and projection point the same way you have two independent reasons rather than one
- Check the minutes. A big percentage on a player averaging 55 minutes is a different proposition to the same number on someone who plays 90
- Be wary of a huge gap between Hit and Model. It usually means a small sample or a change in role, and it is worth understanding before backing it
- Use the value filter to show only lines where the model clears the price by five points or more, then work down that list rather than the full board
Building a Bet Builder From Player Props
A bet builder combines legs from the same match, and the bookmaker adjusts the price to account for legs that are related. Two shots-on-target legs from the same forward line will be priced tighter than the raw odds suggest, because if the team is on top both are more likely to land together.
That works for you as well as against you. Legs that lean the same way as the match tend to get shortened. Legs that are genuinely independent keep more of their value.
- Filter to a single fixture, then tick the legs you want — the slip at the bottom builds the bet for you
- Mix the type of leg rather than stacking the same one. A shots leg, a fouls leg and a cards leg pull on different threads of the same match
- Two or three legs is usually the sweet spot. Every extra leg multiplies the ways the bet can fail, and the price rarely compensates as much as it feels like it should
- Watch the minutes on every leg. One substitute in a four-leg builder undoes the whole thing
Cross-Game Player Prop Accumulators
Selecting legs from different matches gives you an accumulator rather than a bet builder, and the maths changes completely. Legs from separate games are independent, so nothing gets shortened for correlation. The prices multiply cleanly and the returns climb fast.
The catch is that independence cuts both ways. Four legs at 60% each is not a 60% bet, it is a 13% one. That is not a reason to avoid them, but it is a reason to be honest about what you are holding.
- Favour high hit rates over big prices. On a four-fold, replacing a 50% leg with a 70% one moves the odds of the whole bet far more than adding a fifth leg does
- Stick to nailed-on starters. Rotation risk compounds across an accumulator in a way it does not on a single
- Set the window to 20 games where the data is there. On a multiple you want the steady producer, not the one on a three-game run
- Keep it to three or four legs. Six legs of anything is a lottery ticket, however good each one looks on its own
Which Markets and Competitions Are Covered
The finder carries every player market our data provider prices, across the competitions we cover:
- Shots, and shots on target
- Fouls committed, and fouls drawn
- To be booked, and first card
- Anytime goalscorer
Competitions run to the Premier League, Championship, League One, La Liga, Bundesliga, the Champions League and the domestic cups, with a fixture list for each matchday.
What the Player Props Bet Finder Does Not Do
It does not know the team news. Lineups are not confirmed until an hour before kick-off, and the minutes figure is based on what a player has been getting rather than what he will get tonight. A rested starter and a fatigued one look identical here.
It does not cover every priced player. Our stats provider only returns players with recorded minutes in their recent matches, so new signings and squad players may be priced without appearing. Where that happens the player is named at the bottom of his fixture rather than quietly dropped, so you know he exists and we simply have nothing to say about him.
And it does not tell you the bet will win. A 70% chance loses three times in 10. The tool is there to make sure the number you are betting into is one you have actually looked at.
Prices move through the day. Always check the slip before you stake, because the price you clicked is not always the price you get.
Frequently Asked Questions
What is a player prop bet?
A bet on something an individual player does in a match rather than on the result — how many shots he has, whether he is booked, whether he scores. Bookmakers price dozens per game.
How is the hit rate calculated?
It is the number of his last 10 matches in which the player reached that line, divided by 10. Nothing is estimated or adjusted. Where the data allows, the same figure is shown over five and 20 games as well.
What does the Model percentage mean?
Our estimate of how likely the line is, built from the player’s rate per 90 and the minutes he typically plays. It is a projection, so it can differ from the hit rate — and when it does, that difference is usually worth understanding before backing anything.
Why is there no number for first card?
Being the first player booked is a different event from being booked at all, and we have no reliable way to model it. We would rather show a dash than a figure that looks authoritative and is not.
Are these tips?
No. The finder shows prices and records side by side and leaves the judgement to you. Our football tips are published separately, with reasoning and a tracked record.
Is it free?
Yes, and there is no sign-up.
- Football tips — our tracked selections, with the reasoning behind each
- Value bets — where our model and the bookmaker disagree most
- Bet builder tips — builders we have put together ourselves
- Shots on target tips and yellow card tips
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