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Understanding the Hot Numbers in Roulette: Debunking Common Myths and Realities

Introduction

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The Gambler's Fallacy is a common misconception which suggests that if a random event hasn’t occurred for some time, it is inevitably due to happen soon. Conversely, it is just as flawed to believe that a certain outcome, having appeared frequently recently, will be less likely to happen in the near future. For instance, if the number 23 hasn’t appeared in the last 100 draws of a 6-49 lottery, one might falsely think it is now more likely to be drawn in the upcoming game.

Numerous ineffective betting strategies stem from a belief in the Gambler's Fallacy. The spark for this discussion came from reading an article on this topic. 888 online roulette article by Frank Scoblete entitled Maximizing Your Wins by Understanding Hotspots in Roulette In the referenced article, the author suggests tracking outcomes over a staggering 3,700 spins for single-zero roulette and 3,800 for double-zero roulette in search of these 'hot numbers.' The effort required for this is significant, requiring around 100 hours of playtime at the industry standard. 38 spins per hour .

Before we continue, I want to express my strong conviction that contemporary roulette wheels manufactured by leading brands offer remarkable precision, making any potential biases extremely negligible when compared to the built-in house edge. Therefore, attempting to verify bias with a modern roulette wheel would be futile. In contrast, assessing a decades-old wheel from a less reputable establishment might yield different insights. However, you're taking a risk if you manage to win a substantial amount and try to cash out. Cammegh With that being said, tracking 3,800 outcomes in a single-zero roulette setup generally means that any individual number would appear approximately 100 times on average. I simulated over 1.3 trillion spins, examining how frequently each number was drawn, and identified the most common results and their respective occurrences.

Most Frequent Number Observed in 3,800 Spins of Double-Zero Roulette

As a former actuary, I find myself hesitant to use casual terms like 'most frequent number,' but since this is how players refer to it, I’ll adopt the vernacular. The results from synthesizing millions of simulations of 3,800 spins reveal the following findings.

Analysis of the Most Frequent Number From 3,800 Spins on a Double-Zero Wheel

To break it down simply, the data displayed in the above table suggests the following implications.

Statistic Value
Mean 122.02
Median 121
Mode 120
90th Percentile 128
95th Percentile 131
99th Percentile 136
99.9th Percentile 142

The average count for the most frequently occurring number is 122.02.

  • The median occurrence for this common number is 121. This indicates that in over half of the simulations, the prominent number appeared 121 times or fewer, while in the other half, it appeared 121 times or more. This happens due to the nature of probability regarding the occurrence of 121 observations.
  • The mode, which represents the most commonly recognized count for the hottest number, is 120, occurring 8.29% of the simulation instances.
  • The 90th percentile shows the lowest number where there is a 90% chance that the count for the hottest number meets or exceeds this figure.
  • The 95th percentile represents the smallest value that indicates a 95% probability that the count of the hottest number is at least this number.
  • The 99th percentile reflects the lowest count where there is a 99% chance that the hottest number appears a minimum of this amount.
  • The 99.9th percentile indicates the lowest number that ensures a 99.9% chance that the hottest number appeared that many times.
  • Most Frequent Number Observed in 3,700 Spins of Single-Zero Roulette

The findings are similarly aligned when tracking 3,700 spins on a single-zero wheel. Here’s a digest of these results.

Analysis of the Most Frequent Number From 3,700 Spins on a Single-Zero Wheel

The subsequent table illustrates all the results from the simulations conducted on both wheel types. The cumulative columns highlight the likelihood that the count of the hottest number is equal to or exceeds the value presented in the left column. For instance, the likelihood of the hottest number in the 3,700 spins of a single-zero wheel being 130 or more is noted at 0.072044.

Statistic Value
Mean 121.90
Median 121
Mode 120
90th Percentile 128
95th Percentile 131
99th Percentile 136
99.9th Percentile 142

Consolidated Insights on the Most Frequent Number from 3,700 Spins of Single-Zero and 3,800 Spins of Double-Zero Roulette

Count of the Most Active Numbers in 300 Spins on Double-Zero Roulette

Count Probability
Single Zero
Cummulative
Single Zero
Probability
Double Zero
Cummulative
Double Zero
160 or More 0.000001 0.000001 0.000001 0.000001
159 0.000000 0.000001 0.000000 0.000001
158 0.000001 0.000001 0.000001 0.000001
157 0.000001 0.000002 0.000001 0.000002
156 0.000001 0.000003 0.000001 0.000003
155 0.000002 0.000005 0.000002 0.000005
154 0.000003 0.000009 0.000003 0.000008
153 0.000005 0.000013 0.000005 0.000013
152 0.000007 0.000020 0.000008 0.000021
151 0.000012 0.000032 0.000012 0.000033
150 0.000017 0.000049 0.000018 0.000051
149 0.000026 0.000075 0.000027 0.000077
148 0.000038 0.000114 0.000041 0.000118
147 0.000060 0.000174 0.000062 0.000180
146 0.000091 0.000265 0.000092 0.000273
145 0.000132 0.000397 0.000137 0.000409
144 0.000195 0.000592 0.000199 0.000608
143 0.000282 0.000874 0.000289 0.000898
142 0.000409 0.001283 0.000421 0.001319
141 0.000580 0.001863 0.000606 0.001925
140 0.000833 0.002696 0.000860 0.002784
139 0.001186 0.003882 0.001215 0.003999
138 0.001652 0.005534 0.001704 0.005703
137 0.002315 0.007849 0.002374 0.008077
136 0.003175 0.011023 0.003286 0.011363
135 0.004355 0.015378 0.004489 0.015852
134 0.005916 0.021295 0.006088 0.021940
133 0.007939 0.029233 0.008196 0.030136
132 0.010601 0.039834 0.010908 0.041044
131 0.013991 0.053824 0.014384 0.055428
130 0.018220 0.072044 0.018757 0.074185
129 0.023498 0.095542 0.024114 0.098299
128 0.029866 0.125408 0.030603 0.128901
127 0.037288 0.162696 0.038228 0.167130
126 0.045771 0.208467 0.046898 0.214027
125 0.055165 0.263632 0.056310 0.270337
124 0.064853 0.328485 0.066020 0.336357
123 0.074178 0.402662 0.075236 0.411593
122 0.081929 0.484591 0.082885 0.494479
121 0.087158 0.571750 0.087696 0.582174
120 0.088520 0.660269 0.088559 0.670734
119 0.084982 0.745252 0.084406 0.755140
118 0.076454 0.821705 0.075245 0.830385
117 0.063606 0.885312 0.061851 0.892236
116 0.048069 0.933381 0.046111 0.938347
115 0.032432 0.965813 0.030604 0.968952
114 0.019117 0.984930 0.017664 0.986616
113 0.009567 0.994496 0.008614 0.995230
112 0.003894 0.998390 0.003420 0.998650
111 0.001257 0.999647 0.001065 0.999715
110 0.000297 0.999944 0.000243 0.999958
109 0.000050 0.999994 0.000038 0.999996
108 or Less 0.000006 1.000000 0.000004 1.000000

For those not keen on investing 100 hours collecting data on a single wheel, some casinos provide the frequency of the 'hottest' and 'coolest' numbers from the past 300 spins. The image featured at the top illustrates one such case from a double-zero wheel at the Venetian.

In a span of 300 spins, the average wins for each number on a double-zero wheel equate to 300/38, which is about 7.9. According to the highlighted image, the four most frequently appearing numbers were 20, 5, 29, and 2, appearing 15, 14, 13, and 12 times respectively. Is this an unusual outcome? Not at all. In a simulated environment of over 80 billion spins, the most frequent number in 300-spin trials appeared as often as 14 times with a probability of 27.4%. The anticipated totals for the second, third, and fourth most frequent numbers hovered around 13, 12, and 12 times with likelihoods of 37.9%, 46.5%, and 45.8% respectively. Consequently, the results from the top-performing numbers shown in the image were fairly typical.

The next table lays out the probabilities associated with the four most frequently occurring numbers in 300 spins of double-zero roulette. For instance, the odds of the third most common number appearing 15 times is recorded at 0.009210.

Analysis of the Count for the Four Most Active Numbers in 300 Spins on a Double-Zero Wheel

The following table details the average, median, and mode counts for the leading four hot numbers gathered from millions of 300-spin simulations on a double-zero roulette.

Observations Probability
Most Frequent
Probability Second
Most Frequent
Probability Third
Most Frequent
Probability Fourth
Most Frequent
25 or More 0.000022 0.000000 0.000000 0.000000
24 0.000051 0.000000 0.000000 0.000000
23 0.000166 0.000000 0.000000 0.000000
22 0.000509 0.000000 0.000000 0.000000
21 0.001494 0.000001 0.000000 0.000000
20 0.004120 0.000009 0.000000 0.000000
19 0.010806 0.000075 0.000000 0.000000
18 0.026599 0.000532 0.000003 0.000000
17 0.060526 0.003263 0.000060 0.000001
16 0.123564 0.016988 0.000852 0.000020
15 0.212699 0.071262 0.009210 0.000598
14 0.274118 0.215025 0.068242 0.011476
13 0.212781 0.379097 0.283768 0.117786
12 0.067913 0.270747 0.464748 0.457655
11 0.004615 0.042552 0.168285 0.383900
10 0.000017 0.000448 0.004830 0.028544
9 0.000000 0.000000 0.000001 0.000020
Total 1.000000 1.000000 1.000000 1.000000

Overview of the Frequency Count for the Four Most Active Numbers Over 300 Spins on a Double-Zero Wheel

Count of the Least Active Numbers in 300 Spins of Double-Zero Roulette

Order Mean Median Mode
First 14.48 14 14
Second 13.07 13 13
Third 12.27 12 12
Fourth 11.70 12 12

The coming table represents the probabilities for each frequency count of the four least frequently occurring numbers in 300 spins of double-zero roulette.

Analysis of the Count for the Least Frequent Four Numbers on a Double-Zero Wheel

This subsequent table will display the average, median, and mode counts for the first, second, third, and fourth least frequent numbers based on the 300-spin simulations of double-zero roulette.

Observations Probability Least
Frequent
Probability Second
Least Frequent
Probability Third
Least Frequent
Probability Fourth
Least Frequent
0 0.012679 0.000063 0.000000 0.000000
1 0.098030 0.005175 0.000135 0.000002
2 0.315884 0.088509 0.012041 0.001006
3 0.416254 0.420491 0.205303 0.063065
4 0.150220 0.432638 0.595139 0.522489
5 0.006924 0.052945 0.185505 0.401903
6 0.000008 0.000180 0.001878 0.011534
Total 1.000000 1.000000 1.000000 1.000000

Overview of the Frequency Count for the Four Least Active Numbers on a Double-Zero Wheel

Count of the Most Active Numbers in 300 Spins of Single-Zero Roulette

Order Mean Median Mode
Least 2.61 3 3
Second Least 3.44 3 4
Third Least 3.96 4 4
Fourth Least 4.36 4 4

Across 300 spins on a single-zero wheel, the average wins for each number are approximately 8.11. The next table shows the probabilities of each count of the four least frequent numbers in the 300 spins of double-zero roulette. For example, the odds of the third most common number appearing 15 times is 0.015727.

Analysis of the Four Most Active Numbers Over 300 Spins on a Single-Zero Wheel

Overview — Frequency Count of the Top Four Hottest Numbers — Double-Zero Wheel

Observations Probability
Most Frequent
Probability Second
Most Frequent
Probability Third
Most Frequent
Probability Fourth
Most Frequent
25 or More 0.000034 0.000000 0.000000 0.000000
24 0.000078 0.000000 0.000000 0.000000
23 0.000245 0.000000 0.000000 0.000000
22 0.000728 0.000000 0.000000 0.000000
21 0.002069 0.000002 0.000000 0.000000
20 0.005570 0.000018 0.000000 0.000000
19 0.014191 0.000135 0.000000 0.000000
18 0.033833 0.000905 0.000008 0.000000
17 0.074235 0.005202 0.000125 0.000001
16 0.144490 0.025286 0.001624 0.000050
15 0.232429 0.097046 0.015727 0.001286
14 0.269735 0.259360 0.101259 0.021054
13 0.177216 0.382432 0.347102 0.175177
12 0.043266 0.208137 0.429715 0.508292
11 0.001879 0.021373 0.102979 0.283088
10 0.000003 0.000103 0.001461 0.011049
9 0.000000 0.000000 0.000000 0.000002
Total 1.000000 1.000000 1.000000 1.000000

Overview of the Frequency Count for the Four Most Active Numbers Over 300 Spins on a Double-Zero Wheel

Count of the Least Active Numbers in 300 Spins of Single-Zero Roulette

Order Mean Median Mode
First 14.74 15 14
Second 13.30 13 13
Third 12.50 12 12
Fourth 11.92 12 12

The next table showcases the likelihoods associated with different counts of the four least frequently appearing numbers during the 300 spins of double-zero roulette. For instance, the probability of the third least active number being observed five times is noted at 0.287435.

The subsequent table will reveal the mean, median, and mode for the counts of the first, second, third, and fourth least frequent numbers from the 300-spin simulations of single-zero roulette.

This subsequent table will display the average, median, and mode counts for the first, second, third, and fourth least frequent numbers based on the 300-spin simulations of double-zero roulette.

Observations Probability Least
Frequent
Probability Second
Least Frequent
Probability Third
Least Frequent
Probability Fourth
Least Frequent
0 0.009926 0.000038 0.000000 0.000000
1 0.079654 0.003324 0.000068 0.000001
2 0.275226 0.062392 0.006791 0.000448
3 0.419384 0.350408 0.140173 0.034850
4 0.200196 0.484357 0.557907 0.406702
5 0.015563 0.098547 0.287435 0.521238
6 0.000050 0.000933 0.007626 0.036748
7 0.000000 0.000000 0.000001 0.000013
Total 1.000000 1.000000 1.000000 1.000000

Overview of the Frequency Count for the Four Least Active Numbers on a Single-Zero Wheel

I hope that one key takeaway from this discussion is the understanding that certain numbers are likely to appear more frequently than others. To rephrase, it’s only natural to expect that some numbers will exhibit 'hot' behavior while others will be relatively 'cool.' In reality, the extent to which these variations from the average occur is highly predictable. Regrettably for those playing roulette, we can't identify which numbers will turn 'hot,' only that some will almost guaranteedly do so. Furthermore, it’s vital to clarify, contrary to the Gambler's Fallacy, that on a fair roulette wheel, every number holds the same chance with every spin, and past outcomes don't influence future results.

Order Mean Median Mode
Least 2.77 3 3
Second Least 3.62 4 4
Third Least 4.15 4 4
Fourth Least 4.56 5 5

Lastly, I would like to clarify that any mention of 888 Casino in this context should not be misconstrued as an endorsement of their practices. I'm quite troubled by some aspects of

specifically highlighted in their rule 6.2.B. To provide context, allow me to reference rule 6.1 first, which I have no issues with. this rule \"If we reasonably believe you are engaging in or have engaged in fraudulent or illegal activities, or have performed any prohibited transactions (including money laundering) under laws relevant to you (examples are outlined in section 6.2 below), we may consider any such act a significant breach of this User Agreement. In this situation, we can close your account and terminate the User Agreement per section 14, without any obligation to refund any deposits, winnings, or funds in your account.\" -- Rule 6.1

Below are some instances of what constitutes 'fraudulent or unlawful activity' -- Rule 6.2

Let's go further now:

Furthermore, let’s highlight one explicit example listed under rule 6.2.B

"Unfair Betting Strategies: Employing any recognized betting methods that attempt to bypass the standard house edge in our games, which includes but is not limited to martingale strategies, card counting, and low-risk betting approaches in roulette like even betting on red or black.\" -- Rule 6.2.B

I want to emphasize clearly that no betting strategy, including the Martingale, can overcome the house edge; they don’t even put a dent in it. It's mathematically unfounded for a casino to fear any betting system. Why would a player feel secure at this casino if their funds can be seized on the grounds of having utilized a betting system? Any form of betting could be classified as a betting strategy, even simple flat betting. Casino 888 typically possesses a commendable reputation, so I’m taken aback by their adherence to such questionable rules.

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