The Data Most Lottery Players Never Look At
State lotteries publish a significant amount of data about every scratch-off game they sell. Odds, prize tables, remaining prizes, payout rates, game end dates. All of it is public, all of it is updated regularly, and almost none of it gets looked at by the people buying the tickets.
Here is the data that exists, what it tells you, and why most players never find it.
Remaining Prize Counts
Every state lottery tracks how many prizes have been claimed at each tier and how many remain. A $30 game might have started with 10 top prizes of $1 million. Right now it might have 2 left. Or zero. The ticket on the shelf looks exactly the same either way.
This is the single most useful piece of data for any scratch-off purchase and it is the one almost nobody checks. About 10% of active scratch-off games nationally have zero top prizes remaining at any given time. Players buying those tickets cannot win the jackpot no matter what. The game keeps selling, the lottery keeps collecting, and nothing on the packaging changes.
Most states update remaining prize counts daily. ScratchCheck pulls this data and surfaces it for every active game, so you can see at a glance whether the top prize on a game you are considering is still available before you spend anything.
Payout Rate
Payout rate is the percentage of total ticket sales that gets returned as prizes across the full life of a game. A game with a 78% payout rate returns 78 cents in prizes for every dollar spent. A game with a 62% payout rate returns 62 cents.
This number is not printed on the ticket. It does not appear anywhere the average player would see it. Some state lotteries publish it in game documentation buried several clicks deep on their websites. Most players have never seen this figure for a single game they have bought.
The pattern is consistent across states: payout rates are lowest on cheap tickets and highest on expensive ones. A $1 ticket in most states returns somewhere between 55 and 62 cents per dollar. A $30 ticket from the same state might return 78 to 82 cents. The 20-cent gap per dollar compounds into real money over time if you play regularly. ScratchCheck surfaces payout rates for every game where the data is available, letting you compare directly before you buy.
Prize Quality Distribution
The prize table on the back of a ticket lists every prize tier and how many exist. What it does not show you, without doing math most people won't do at a register, is how the prize budget is distributed across those tiers.
Two games can have identical overall odds and identical top prizes while being fundamentally different experiences. One might concentrate 70% of its prize budget in $2 and $4 break-even prizes, leaving very little for the $50 to $500 mid-tier range. The other might spread prizes more evenly so small wins feel like actual wins. The ticket backs look similar. The playing experience is not.
This is one of four components that feeds into ValueScore on ScratchCheck. Games where the prize budget is distributed more meaningfully across tiers score higher on prize quality, which pulls their overall ValueScore up relative to games that pad their prize tables with technically-valid-but-worthless small wins.
Expected Value
Expected value is the average return per dollar spent on a specific ticket, calculated from the full prize table. If a $10 ticket has an expected value of 74 cents, you would get back 74 cents per dollar on average across a large number of plays. It is always less than the ticket price, which is how lotteries work, but the gap varies significantly between games.
A $10 game in Michigan right now returns about 77 cents per dollar. A $10 game in a weaker state might return 68 cents. That 9-cent gap per dollar is small on a single ticket and real across a year of regular play. Expected value does not guarantee any specific outcome on any individual ticket, but it tells you whether the overall design of a game is giving more or less back to players.
State lotteries publish the prize tables required to calculate this but they do not calculate it for you. ScratchCheck does, and shows it as a per-dollar figure for every active game.
Game Launch Date
A game that launched two weeks ago has most of its prize pool intact. A game that launched eight months ago might have most of its jackpots claimed. The odds on the back of the ticket are the same either way, but the prize depth is completely different.
Launch dates are published by state lotteries. Most players never think to check them. ScratchCheck's new games tracker shows every game launched in the last 60 days, filtered by state and sorted by ValueScore, so you can find fresh games with strong metrics without hunting through state lottery websites.
Why Players Do Not Find This Data
The data exists because state lotteries are required to publish it. It is not hidden intentionally. It is just formatted for compliance rather than for consumer decision-making. Prize tables are listed per game, not compared across games. Remaining prize counts require navigating to a specific game page. Payout rates appear in documents that look like legal filings.
Nothing about the retail experience at a gas station or convenience store points players toward any of this. The display is not sorted by value. Clerks do not know the remaining prize counts. The ticket back gives you odds but not context. The information gap between what the lottery publishes and what players actually see at the point of purchase is large, and it is not in the lottery's financial interest to close it.
ScratchCheck exists specifically to close that gap. All data sourced from official state publications, updated daily, and formatted to answer the questions that actually matter before a purchase: is the jackpot still there, how does this game compare to the one next to it, and is there a better option at the same price in this state right now.
Browse odds, payout rates, expected value, and remaining prizes for every active game in your state at ScratchCheck.com
Frequently Asked Questions
What is the most important scratch-off data that players ignore?
Remaining top prizes. A game can still be on sale even after every jackpot is claimed, and nothing on the ticket tells you that. At any given time, a noticeable chunk of active games are effectively “dead” at the top, and players buy them anyway.
Why don’t lotteries show remaining prizes on the ticket itself?
Because the ticket is static and the data changes daily. Updating that information in real time isn’t practical on printed tickets. Instead, it’s published online, but usually in places most players never think to check.
What does “expected value” actually tell you about a ticket?
It shows the average return per dollar over time. It won’t predict what happens on your next ticket, but it tells you whether a game is relatively stronger or weaker overall. Think of it as the difference between playing a 74-cent game and a 68-cent game repeatedly.
Phil Nageotte got interested with lottery math after realizing most players have no idea what the odds on the back of a ticket actually mean in practice. Phil covers the numbers side of scratch-offs. He holds the unofficial record among his friend group for most lottery tickets purchased purely for research purposes. He would like to clarify that he is not addicted to scratch-offs. He is addicted to data.
