Responsible Habits When Researching Player Props
Researching player props can be an enjoyable way to follow a sport. You read game logs, compare hit rates and learn how teams and players differ. ArchivePicks exists for that kind of research. It does not take bets, give picks or earn anything from your wagers.
Some readers will go on to bet with a licensed operator. This article is for them, and for anyone who wants to keep the research a hobby. It is consistent with our responsible gambling page, which you should read as well.
You must be of legal age where you live. In most US states the gambling age is 21.
A hit rate is not a prediction
The most important habit is to be clear about what the numbers mean. A hit rate is the share of a player's games in which a stat finished over a posted line. If a player went over 64.5 receiving yards in 7 of his last 10 games, the hit rate is 7 of 10, or 70%. That is a count of what already happened.
It does not mean the next game has a 70% chance of going over. The reasons are practical:
- Small samples. Ten games is a small number, and a rate built on it can move a lot with one more result. 3 of 3 is 100%, but it says much less than 14 of 20.
- Changing conditions. Injuries, role changes, weather, game script and opponent all change from game to game. The box score cannot see them.
- The line already reflects information. Books and markets set lines with the same public information you have, so a line is not an error waiting to be found.
If you catch yourself reading "70%" as "70% likely," go back to how to read a hit rate.
No source, including this one, can promise a result. Anyone who guarantees wins is selling something.
Set a budget before you start
If you bet, decide in advance how much you can spend, and treat that money as the cost of entertainment, like a ticket to a game. Only use money you can afford to lose, and never money needed for rent, bills, debt or savings.
A few ways to make a budget real:
- Pick an amount per week or per month and write it down.
- Keep betting money separate from everyday money, so you can see what you have spent.
- When the budget is gone, you are done until the next period. Do not top it up "just this once."
- Use the deposit limits your operator provides. They exist so that the decision does not have to be made in the moment.
A budget also keeps the research honest. If a wager is small relative to your finances, a bad night is a disappointment and not a crisis.
Do not chase losses
Chasing is trying to win back money you have lost by betting more, or on riskier things. It is one of the clearest warning signs of a problem, and it makes things worse for a simple reason: each wager is independent of the last. A losing streak does not make a win more likely, and a bigger wager just means a bigger loss if it goes wrong.
Some signs you may be chasing:
- You raise your stake after a loss.
- You place a wager you had not researched because you want to get even tonight.
- You deposit more than you planned.
If you notice this, stop for the day. Walk away, close the app and do something unrelated. The research will still be there tomorrow.
Research is not a way to make money
It is tempting to think that enough charts and enough hours will produce a reliable edge. In practice, the price of a wager already contains a margin for the operator, and results over a few dozen wagers are dominated by luck. See player prop lines explained for how the over and under prices work.
A healthier frame is to treat the research as the hobby. Learning how a defense is built, why a receiver's targets rose, or how a hit rate can mislead is rewarding whether or not you ever place a wager.
Set time limits and take breaks
Time matters as well as money. Props are available every day across several sports, and it is easy to spend more hours than you meant.
- Decide how long you will spend on research and stop when it is up.
- Take days off from sports betting entirely, including checking lines.
- Do not bet when you are upset, stressed, tired or have been drinking.
- Keep sports a part of your life, and keep sleep, work, family and friends in balance with it.
Most operators offer time-outs and self-exclusion tools. Using one is not a failure. It is a reasonable step if you want a longer break.
Warning signs
It may be time to get help if you:
- spend more money or time gambling than you planned;
- borrow money, sell things or miss bills in order to gamble;
- feel anxious, irritable or guilty about gambling, or hide it from other people;
- gamble to escape problems or to win back losses.
Any one of these is worth taking seriously. You do not need to hit a low point before asking for support.
Where to get help
Help is free and confidential.
- United States: the National Problem Gambling Helpline, 1-800-GAMBLER (1-800-522-4700), available 24 hours a day. The National Council on Problem Gambling (ncpgambling.org) and Gamblers Anonymous (gamblersanonymous.org) also offer support.
- Canada: ConnexOntario at 1-866-531-2600, and the Responsible Gambling Council (responsiblegambling.org).
- United Kingdom: the National Gambling Helpline (GamCare) at 0808 8020 133, BeGambleAware (begambleaware.org), and GAMSTOP (gamstop.co.uk) for self-exclusion from UK online gambling.
- Elsewhere: Gamblers Anonymous lists meetings worldwide.
If you are worried about a friend or family member, these services can help you too.
A short set of habits
- Treat hit rates as a description of the past, not a prediction.
- Set a budget and a time limit before you start, and stick to them.
- Never chase losses.
- Do not bet when upset, stressed or impaired.
- Use your operator's limits, time-outs and self-exclusion tools.
- Take regular breaks.
- Ask for help early.
ArchivePicks is for information and entertainment only. We do not take bets, we do not tell you which side of a line to take, and nothing here is a recommendation to wager. Read the full responsible gambling page and the methodology to see exactly what the numbers do and do not mean.