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Texas Lottery
Introduction
The Texas Lottery opened for business on May 29, 1992 (source). The percentage of ticket sales paid back as prizes is 63.1%. Of the rest, 27% goes towards education, 9.5% towards expenses, and 0.4% in unclaimed wins goes mostly towards Veterans (source). Not every game pays back 63.1%. In fact, the return ranges from a low of 44% to a high of 78%, so choose your game carefully.
The Texas Lottery has an unusual rule that players of games where the grand prize is in the form of an annuity must choose whether to accept the annuity or a lump sum payment at the time of purchase. Why they bother everybody with this question, I have no idea.
The rest of this page contains my analysis of the several ways to play the Texas Lottery. However, for those who just want the executive summary, here is the overall return of each game:
 Pick 3: 48% to 50%
 Daily 4: 44.3% to 50%
 Cash 5: 50%
 Lotto Texas: 50% to 51.8%
 Texas Two Step: 50%
 Triple Chance: 54.40%
 All or Nothing: 56.00%
 Powerball: 50%
 Mega Millions: 50%
 Scratch Cards: 60% to 77.8%
Next, here is my quick advice on how to play each game where there is some decision to be made other than picking numbers:
 Pick 3: Play straight "exact order" bets, as opposed to box "any order" bets, or on a total of 0, 3, 24, or 27.
 Daily 4: Play straight "exact order" bets, as opposed to box "any order" bets, or on totals of 3 or less or 33 or more.
 Lotto Texas: Invoke the Extra option, which carries a higher return than the base game.
 Scratch Cards: The return is greater as you go up in price. Do not play games with a trademarked name.
Finally, here is my general advice for playing any lottery game:
 Don't play in the first place. Every state lottery offers terrible odds. With few exceptions, it is the worst bet you can make.
 For any game involving choosing numbers, I suggest the Quick Pick option. Players that pick their own numbers are at greater risk to get short changed on a jackpot by having to share it with many other players who picked the same numbers for the same reasons you did.
What follows is my analysis of each game.
Pick 3
The Pick 3 is played four times a day (except Sunday). The player and Lottery each pick three numbers from 0 to 9, with replacement. Bets can be $0.50, $1, or $5. There is also a "Sum it Up" bet, based on the total of the Lottery's three numbers.
The player can choose to play "exact order" or "any order." It is harder to win if the numbers must match in order, but you stand to win more. The probability of winning, and the win, playing "any order" depend on the whether the player chooses three different numbers (such as 123) or a pair of the same number (for example 112).
The following table shows the win, probability of winning, and return for all three ways to play. The right column shows the expected return is 50% playing "exact order" and 48% playing "any order."
Pick 3 Return Table
Bet  Pays  Combinations  Probability  Return 

Exact order  500  1  0.001  0.500 
Any order (123)  80  6  0.006  0.480 
Any order (112)  160  3  0.003  0.480 
The next table summarizes the Sum it Up bet. The average total is 13.5, so the further you bet from that, the more you will get paid if you win. The right column shows the maximum return is 50% on totals of 0, 3, 24, and 27.
Pick 3 — Sum it Up
Bets  Pays  Combinations  Probability  Return 

0 or 27  500  1  0.001  0.500 
1 or 26  166  3  0.003  0.498 
2 or 25  83  6  0.006  0.498 
3 or 24  50  10  0.010  0.500 
4 or 23  33  15  0.015  0.495 
5 or 22  23  21  0.021  0.483 
6 or 21  17  28  0.028  0.476 
7 or 20  13  36  0.036  0.468 
8 or 19  11  45  0.045  0.495 
9 or 18  9  55  0.055  0.495 
10 or 17  7  63  0.063  0.441 
11 or 16  7  69  0.069  0.483 
12 or 15  6  73  0.073  0.438 
13 or 14  6  75  0.075  0.450 
Daily 4
The Daily 4 is played every day except Sunday. The player and lottery each pick four numbers from 0 to 9, with replacement. Bets can be $0.50, $1, or $5. There are also bets for matching two specific numbers and the sum of all four numbers.
The following table shows the probability of winning each prize, the average win, and return for each way to play. There is a separate line for each way to play a box bet, according to how the numbers may repeat. The numbers in parenthesis are just an example. For example, 1122 would be any two pairs of numbers.
Daily 4 Return Table
Bet  Pays  Combinations  Probability  Return 

Straight  5000  1  0.0001  0.50 
Box (1112)  1200  4  0.0004  0.48 
Box (1122)  800  6  0.0006  0.48 
Box (1123)  400  12  0.0012  0.48 
Box (1234)  200  24  0.0024  0.48 
As you can see from the return column, the best bet is a straight bet, where the number must match in order, at a return of 50%.
There are three Pair bets (Front Pair, Middle Pair, Back Pair), which are bets on matching just two specific numbers. They pay $50, have a 1% chance of winning, and offer a return of 50%.
The next table summarizes the Sum it Up bet for the Daily 4. The average total is 18, so the further you bet from that, the more you will get paid if you win.
Daily 4 — Sum it Up
Bets  Pays  Combinations  Probability  Return 

0 or 36  5000  1  0.000  0.500 
1 or 35  1250  4  0.000  0.500 
2 or 34  500  10  0.001  0.500 
3 or 33  250  20  0.002  0.500 
4 or 32  142  35  0.004  0.497 
5 or 31  89  56  0.006  0.498 
6 or 30  59  84  0.008  0.496 
7 or 29  41  120  0.012  0.492 
8 or 28  30  165  0.017  0.495 
9 or 27  22  220  0.022  0.484 
10 or 26  17  282  0.028  0.479 
11 or 25  14  348  0.035  0.487 
12 or 24  12  415  0.042  0.498 
13 or 23  10  480  0.048  0.480 
14 or 22  9  540  0.054  0.486 
15 or 21  8  592  0.059  0.474 
16 or 20  7  633  0.063  0.443 
17 or 19  7  660  0.066  0.462 
18  7  670  0.067  0.469 
The right column shows the maximum return is 50% on totals of 0, 1, 2, 3, 33, 34, 35, and 36.
Cash 5
Cash 5 is a simple $1 daily game where the player and lottery each pick 5 numbers from a range of 1 to 37. Wins are for matching 2 to 5.
The percentage of ticket sales returned to winning players is a minimum of 50% (source: Texas Regulation 16.9.401.D(2)). The top three awards are awarded a subshare of the 50% share returned to players. Wins for matching 2 are always $2. The following table shows the subshare awarded to each win.
 Match 5: 40.15%
 Match 4: 18.08%
 Match 3: 41.77%
 Match 2: $2
The following table shows the average prizes under these rules, assuming there is at least one win for catching five.
Cash 5 Return Table
Catch  Average Win 
Combinations  Probability  Return 

5  $47,677.52  1  0.000002  0.109378 
4  $134.19  160  0.000367  0.049254 
3  $10.00  4,960  0.011379  0.113791 
2  $2.00  49,600  0.113788  0.227577 
1  $  179,800  0.412483  0.000000 
0  $  201,376  0.461981  0.000000 
Total  435,897  1.000000  0.500000 
It often happens that nobody matches all five numbers. When that occurs, the 40.15% subshare for catching 5 is rolled down into the share for catching 4. The following table shows the average prize for each win, assuming that nobody matched all five.
Cash 5 Return Table
Catch  Average Win 
Combinations  Probability  Return 

5  $0.00  1  0.000002  0.000000 
4  $432.17  160  0.000367  0.158632 
3  $10.00  4,960  0.011379  0.113791 
2  $2.00  49,600  0.113788  0.227577 
1  $0.00  179,800  0.412483  0.000000 
0  $0.00  201,376  0.461981  0.000000 
Total  435,897  1.000000  0.500000 
The probability of any win is 12.55%.
Lotto Texas
Lotto Texas is a $1 game where the player and Lottery each pick six numbers from 1 to 54. There is also an "extra" bet the player can make that bumps up the smaller wins. Draws are on Wednesdays and Saturdays. If the player wins the jackpot, it will be paid as a 30year fixed annuity, unless the lump sum option is taken.
According to the Texas Lottery Commission (Title 16.9.401.D.rule 401.305), the portion of ticket sales directed towards prizes are directed as follows:
 Catch 6: 40.47%
 Catch 5: 2.23%
 Catch 4: 3.28%
 Catch 3: Fixed prize of $3
The following table shows the probability of winning, average prize, and contribution to the return for all possible outcomes, assuming there was at least one jackpot winner.
Lotto Texas
Catch  Average Win 
Combinations  Probability  Return 

6  $10,452,253.68  1  0.00000004  0.404700 
5  $1,999.81  288  0.00001115  0.022300 
4  $50.07  16,920  0.00065512  0.032800 
3  $3.00  345,920  0.01339365  0.040181 
2  $0.00  2,918,700  0.11300892  0.000000 
1  $0.00  10,273,824  0.39779140  0.000000 
0  $0.00  12,271,512  0.47513972  0.000000 
Total  25,827,165  1.00000000  0.499981 
The probability of any win is 1.41%.
In the event nobody wins the jackpot, the 40.47% of ticket sales will trickle down to pay winners who catch 5. The average win for catching five when there are no jackpot winners will be $38,292.36.
The next table shows the pay table, probability of winning, and contribution to the return for the Extra option. The player may not bet the Extra option by itself but it is an optional bet if the player is already playing the base game.
Lotto Texas — Extra Bet
Catch  Average Win 
Combinations  Probability  Return 

6  $0  1  0.00000004  0.000000 
5  $10,000.00  288  0.00001115  0.111510 
4  $100.00  16,920  0.00065512  0.065512 
3  $10.00  345,920  0.01339365  0.133936 
2  $2.00  2,918,700  0.11300892  0.226018 
1  $0  10,273,824  0.39779140  0.000000 
0  $0  12,271,512  0.47513972  0.000000 
Total  25,827,165  1.00000000  0.536977 
The probability of any win is 12.71%.
The bottom line is the return is 50.00% on the base game and 53.70% on the Extra bet. That said, my advice is that if you must play, your overall return will be higher if you make the Extra bet.
Texas Two Step
The Texas Two Step is a $1 game with a draw every Monday and Thursday. The object is to match the draw of four White Balls from a range of 1 to 35 and one Bonus Ball from a separate pool of 35 balls. The player can win by matching the Bonus Ball or at least three of the White Balls.
According to the Texas Lottery Commission (Title 16.9.401.D.rule 401.302), the portion of ticket sales directed towards prizes are directed as follows:
 Catch 4 with Bonus Ball: 23.78%
 Catch 4 without Bonus Ball: 2.79%
 Catch 3 with Bonus Ball: 0.34%
 Catch 3 without Bonus Ball: 4.6%
 Catch 2 with Bonus Ball: 3.04%
 Catch 1 with Bonus Ball: Fixed prize of $7
 Catch 0 with Bonus Ball: Fixed prize of $5
In the event nobody wins the jackpot, then the money will roll over to the next drawing. The jackpot reset amount is $200,000.
The following table shows the average win for each prize, the probability, and contribution to the total return.
Texas Two Step
Catch  Bonus Ball 
Average Win 
Combinations  Probability  Return 

4  Yes  $435,792.28  1  0.0000005  0.237800 
4  No  $1,503.81  34  0.0000186  0.027900 
3  Yes  $50.25  124  0.0000677  0.003400 
3  No  $20.00  4,216  0.0023006  0.046000 
2  Yes  $19.97  2,790  0.0015224  0.030400 
2  No  $  94,860  0.0517625  0.000000 
1  Yes  $7.00  17,980  0.0098112  0.068678 
1  No  $  611,320  0.3335807  0.000000 
0  Yes  $5.00  31,465  0.0171696  0.085848 
0  No  $  1,069,810  0.5837662  0.000000 
Total  1,832,600  1.0000000  0.500026 
The probability of any win is 3.09%.
Texas Triple Chance
Texas Triple Chance is a game based on a draw of 10 numbers out of 55. While the Lottery will draw ten numbers, the player picks seven only. For a $2 bet the player gets three plays. There is one draw per day, at 10:12 PM, except Sundays.
The table below shows how much the player wins if he matches 3 or more numbers. The return column is the product of the win, probability, and 3/2. The reason for multiplying by 3/2 is the player gets three tickets for each $2 bet. The bottom right cell shows a rate of return of 54.42%.
Triple Chance
Catch  Win  Combinations  Probability  Return 

7  $100,000.00  120  0.000001  0.088702 
6  $500.00  9,450  0.000047  0.034926 
5  $25.00  249,480  0.001229  0.046103 
4  $5.00  2,979,900  0.014685  0.110134 
3  $2.00  17,879,400  0.088107  0.264322 
2  $  54,979,155  0.270930  0.000000 
1  $  81,450,600  0.401377  0.000000 
0  $  45,379,620  0.223625  0.000000 
Total  202,927,725  1.000000  0.544186 
The probability of any win is 10.41% per single game. The probability of at least one win over three games is 28.08%, assuming independently drawn numbers.
All or Nothing
All or Nothing is a misnomer of game. The player does indeed win the most by hitting all or none of his numbers, but there are also consolation prizes for getting close to either extreme. The way it works is the player will pick 12 numbers from a range of 1 to 24. The Lottery will randomly do the same. A ticket costs $2. The Lottery will have a draw four times a day, except Sundays.
The table below shows how much the player wins for matching 04 or 912. The return column is the product of the win, probability, and 1/2. The reason for multiplying by 1/2 is to show the relative return based on a $2 bet. The bottom right cell shows a rate of return of 55.98%.
All or Nothing
Catch  Win  Combinations  Probability  Return 

12  $250,000.00  1  0.000000  0.046225 
11  $500.00  144  0.000053  0.013313 
10  $50.00  4,356  0.001611  0.040271 
9  $10.00  48,400  0.017898  0.089492 
8  $2.00  245,025  0.090611  0.090611 
7  $  627,264  0.231963  0.000000 
6  $  853,776  0.315727  0.000000 
5  $  627,264  0.231963  0.000000 
4  $2.00  245,025  0.090611  0.090611 
3  $10.00  48,400  0.017898  0.089492 
2  $50.00  4,356  0.001611  0.040271 
1  $500.00  144  0.000053  0.013313 
0  $250,000.00  1  0.000000  0.046225 
Total  $  2,704,156  1.000000  0.559823 
The probability of a win per game is 22.03%.
MultiState Games
Texas participates in part of both multistate lotteries, the Powerball and Mega Millions.
According to Lottery regulations, approximately 50% of money bet is returned to winning players (Source: Texas Powerball Regulations and Texas Mega Millions Regulations).
Please see my Powerball page for more information on that game. A Mega Millions page is coming soon.
Scratchers
Scratch card games are simple games on a card. The player scratches to reveal his prize. At the time of this writing, scratch cards were available at costs of $1, $2, $3, $5, $10, $20, and $50.
The Lottery doesn't implicitly state the percentage of money returned to the player. However, they kindly indicate the number of tickets printed and the number of each win, so it is easy to deduce the number of losers. With that, it is easy to calculate the return percentage. Let's look at the Spicy 9's $1 game, as an example. They tell us everything we need to know, except the numbers of losing tickets. They tell us there are 11,104,650 tickets in the game. The sum of winning tickets is 2,372,575, which must mean there are 8,732,075 losers.
We can now set up a return table for the game, as follows:
Lucky 9's
Win  Tickets  Probability  Return 

$1,000  113  0.000010  0.010176 
$500  251  0.000023  0.011302 
$100  1,549  0.000139  0.013949 
$50  1,866  0.000168  0.008402 
$20  49,461  0.004454  0.089082 
$10  135,589  0.012210  0.122101 
$5  135,602  0.012211  0.061056 
$3  258,972  0.023321  0.069963 
$2  592,353  0.053343  0.106686 
$1  1,196,819  0.107776  0.107776 
Loser  8,732,075  0.786344  0.000000 
Total  11,104,650  1.000000  0.600493 
The lower right cell shows a return of 60.05%. The probability of any win is 100%  78.63% = 21.37%.
However, not all games have the same return. As a rule of thumb, for any given denomination, returns are in a tight range. As you pay more for a ticket, the return percentage goes up. Here is the average return of some games I sampled, by denomination, not counting trademarked games:
Texas Scratch Card Average Returns*
Bet  Average Return 

$1  60.12% 
$2  65.01% 
$3  65.93% 
$5  68.01% 
$10  71.00% 
$20  74.97% 
$50  77.81% 
*: Does not include games with a Trademarked name.
You may be wondering at this point, what do I have against including Trademarked games? A lot. I find they depress the return by up to 8%! In all fairness, many of the Trademarked games offer noncash prizes in a second chance drawing you must enter online to win. As an example, the Houston Astros game has a return of 64.56%, which is 3.45% less than the average for a $5 ticket of active nontrademarked games at the time of this writing. However, the player can win a trip to the World Series or other "Merchandise Prize Packs" in the secondchance drawing. These second chance drawings seem to only happen for trademarked games and not all of them.
Next, I would like to mention that Texas is nice enough to have a vague policy of retiring games early if all the big winners are claimed. Here is how the Texas Lottery words it:
"Game closing procedures may be initiated for documented business reasons. These games may have prizes unclaimed, including top prizes. Game closing procedures will be initiated when all top prizes have been claimed. During closing, games may be sold even after all top prizes have been claimed."
If we assume that the instant all of the biggest prizes are sold the Lottery will immediately stop selling tickets (a big "if"), then that increases the return by the ratio of the jackpot amount and the total number of tickets. For example, in the Lucky 9's game above, the return would go up by $1,000/11,104,650 = 0.009%.
However, this is a big "if" because:
 The rules say the Lottery "may" initiate closing procedures, which implies it also may not.
 Tickets may be sold anyway during closing procedures. I have no idea how long that phase lasts.
 Jackpot winners may delay cashing their tickets, which may give the illusion that there are winning tickets left unsold, when there are not.
However, if we assume a best case scenario that the Lottery always does closes a game immediately when there are no jackpot winners left, then I find it increases the return by up to 4.09%, with an average of 0.62%. The benefit tends to be more for the more expensive tickets, which have fewer jackpots. In general the value of this rule is more for games where the ratio of jackpot tickets is small.
Finally, I'm sure some people will not appreciate my mentioning this, but there is a potential advantage play in scratch card games. The Texas Lottery is nice enough to indicate how many tickets for each win have already been cashed. If there is a game that is almost sold out, as evidenced by the small wins, with a high ratio of large wins still unclaimed, then it may mean the remaining unsold tickets are rich in big winners. The same principle as card counting in blackjack. I'll leave the details to the reader (don't you hate it when I say that?).
Internal Links
 California Lottery
 Powerball calculator.
 Powerball analysis.
 Mega Millions calculator.
 Pick Six calculator.
 Probabilities in the Lottery.
 Former Ask the Wizard questions about the lottery.
 Are Lottery Players Smart?
External Links
 Texas Lottery — Official web site.
 Texas Lottery Regulations — The fine print of the game rules.
 Wikipedia — Page on the Texas Lottery
Written by: Michael Shackleford