Blackjack Odds of a Winning Session after X Amount of Hands
I'm not math expert, but I am wondering, in a typical blackjack game with 0.66083% house edge, no counting or anything, if somebody is flat betting what are his odds of being ahead after 5 hands? After 10 hands? 25, 50, 100, 200, 500 hands? Could be easier if anybody can easily come of up with a forumula and I could just plug in the amount of hands. Can't find anything about this on google or searching this forum. Thanks!
First of all, we need to calculate the probability of winning a single bet. An edge of 0.66083% means that we are losing on average 0.0066083*B per bet, where B is the bet amount. So our EV=-0.0066083*B. Say we win B with probability p. This means that we lose B with probability 1-p. So we have:
-Edge*B = B*p - (1-p)*B
We can now solve for p (B cancels out) and we obtain:
p = (1-Edge)/2 = 0.4966958
The probability of winning Nw bets out of N trials is dictated by the binomial distribution. We don't need to do the math with pencil and paper; rather we can use some software like R (free and easy download here):
The results:
[1] 0.4938049 0.3688492 0.4866882 0.4253814 0.4340134 0.4347654 0.4236535
You can edit the first two lines and modify the house edge and the number of hands and then rerun the code.
-Edge*B = B*p - (1-p)*B
We can now solve for p (B cancels out) and we obtain:
p = (1-Edge)/2 = 0.4966958
The probability of winning Nw bets out of N trials is dictated by the binomial distribution. We don't need to do the math with pencil and paper; rather we can use some software like R (free and easy download here):
Code:
edge<-0.0066083 Nhands<-c(5,10,25,50,100,200,500) p<-(1-edge)/2 probToBeWinning<-function(x,p) 1-pbinom(x%/%2L,x,p) probToBeWinning(Nhands,p)
[1] 0.4938049 0.3688492 0.4866882 0.4253814 0.4340134 0.4347654 0.4236535
You can edit the first two lines and modify the house edge and the number of hands and then rerun the code.
That's no way to do it. You don't just win or lose 1 bet. There are blackjacks, doubles, splits, insurance, and about 9% pushes. Your edge doesn't give you the probability of winning a hand that way. It's about 43%. Winning doesn't mean you have to win over half your hands.
If you have enough hands, you can just use the edge and the standard deviation which depends on the number of decks. For 6 deck it's about 1.16 bets per hand. Multiply that by the square root of the number of hands to get your standard deviation for all the hands. Your EV for all the hands is your negative edge times the number of hands. Then use a normal distribution. If you want to be more accurate for a very small number of hands like 5, you can use the actual probabilities for each of the results which you could find online or from a simulation. You would produce the actual probability distribution for 1 hand, and then convolve those with each other to get the overall distribution. Or you can do it on a blackjack simulator.
To get the results just using the normal distribution for all the hands you asked about and a standard deviation of 1.16, just enter this in R:
[1] 0.4949182 0.4928135 0.4886380 0.4839339 0.4772853 0.4678939 0.4493180
If you have enough hands, you can just use the edge and the standard deviation which depends on the number of decks. For 6 deck it's about 1.16 bets per hand. Multiply that by the square root of the number of hands to get your standard deviation for all the hands. Your EV for all the hands is your negative edge times the number of hands. Then use a normal distribution. If you want to be more accurate for a very small number of hands like 5, you can use the actual probabilities for each of the results which you could find online or from a simulation. You would produce the actual probability distribution for 1 hand, and then convolve those with each other to get the overall distribution. Or you can do it on a blackjack simulator.
To get the results just using the normal distribution for all the hands you asked about and a standard deviation of 1.16, just enter this in R:
Code:
Nhands = c(5,10,25,50,100,200,500) edge = .0066083 sd = 1.16 ev = -edge*Nhands sd = sd*sqrt(Nhands) 1-pnorm(0,ev,sd)
Ouch. Never played blackjack (!) and just assumed that "flat betting" meant that you just win or lose your bet.
Flat betting means you make the same initial bet each hand. As opposed to say a card counter who would vary his bets with the composition of the deck to gain an advantage, or just a gambler playing a progression system, hunch, etc. Blackjacks pay 3:2, or in terrible games 6:5. You must double and split correctly to minimize the house edge. If you never doubled or split, the house edge would be far greater than 0.6%. You'd have to be giving up more than an additional 2% to the house because because the 3:2 blackjack payoff is worth about 2.3%, and if you never doubled or split and BJs paid like any other hand as you imagined, the house edge would be over 5%. You can split multiple times, and if the rules allow it, double on the individual hands that result from the split, so you could possible win or lose several bets. Insurance wouldn't matter since you would never take it if you're not counting. Some games allow surrender though where you can sacrifice half your bet.
If you want to be more accurate for a very small number of hands like 5, you can use the actual probabilities for each of the results which you could find online or from a simulation.
You would produce the actual probability distribution for 1 hand, and then convolve those with each other to get the overall distribution. Or you can do it on a blackjack simulator.
You would produce the actual probability distribution for 1 hand, and then convolve those with each other to get the overall distribution. Or you can do it on a blackjack simulator.
easier than doing a Risk of Ruin Matrix in my opinion.
I would gather with some more effort R could be set to do this too.
Using the normal dist did you not answer the question of being even or ahead,
I think you did without looking closer.
OP asked for being ahead after X rounds played
I used the prob dist from here
probability of a net win, loss, and push
and I gets this (values are %)
hope it all fits, I did not format it
Code:
round win push loss 1 43.338158 8.779258 47.882584 2 35.912942 29.210131 34.876927 3 42.225318 12.442896 45.331786 4 41.96775 15.803355 42.228895 5 43.416708 11.065677 45.517615 6 43.983913 11.036439 44.979648 7 44.507817 9.287889 46.204294 8 44.982167 8.708694 46.309139 9 45.285114 7.846453 46.868433 10 45.608773 7.300012 47.091215 11 45.826858 6.763045 47.410097 12 46.047893 6.332115 47.619992 13 46.213894 5.950243 47.835863 14 46.371207 5.619012 48.009781 15 46.499142 5.329329 48.171529 16 46.615726 5.071843 48.312431 17 46.715056 4.844517 48.440427 18 46.804114 4.640453 48.555433 19 46.881928 4.458071 48.660001 20 46.951423 4.293225 48.755352 21 47.012989 4.144326 48.842685 22 47.068055 4.008864 48.923081 23 47.117242 3.88544 48.997318 24 47.161381 3.772434 49.066185 25 47.201027 3.668713 49.13026 26 47.236733 3.573159 49.190108 27 47.268938 3.484891 49.246171 28 47.298038 3.403102 49.29886 29 47.324369 3.327113 49.348518 30 47.348229 3.256318 49.395453 31 47.369874 3.190198 49.439928 32 47.389532 3.12829 49.482178 33 47.4074 3.07019 49.52241 34 47.423655 3.015539 49.560806 35 47.438451 2.964021 49.597528 36 47.451925 2.915357 49.632718 37 47.464199 2.869295 49.666506 38 47.475382 2.825614 49.699004 39 47.485568 2.784118 49.730314 40 47.494846 2.744625 49.760529 41 47.503292 2.706978 49.78973 42 47.510975 2.671033 49.817992 43 47.517957 2.636663 49.84538 44 47.524295 2.603749 49.871956 45 47.530039 2.572188 49.897773 46 47.535234 2.541884 49.922882 47 47.539922 2.512751 49.947327 48 47.54414 2.484711 49.971149 49 47.547923 2.457691 49.994386 50 47.5513 2.431628 50.017072 51 47.5543 2.406461 50.039239 52 47.55695 2.382136 50.060914 53 47.559271 2.358604 50.082125 54 47.561286 2.335818 50.102896 55 47.563015 2.313736 50.123249 56 47.564475 2.292321 50.143204 57 47.565683 2.271535 50.162782 58 47.566654 2.251347 50.181999 59 47.567402 2.231725 50.200873 60 47.567941 2.212641 50.219418 61 47.568283 2.194068 50.237649 62 47.568438 2.175983 50.255579 63 47.568416 2.158364 50.27322 64 47.568229 2.141186 50.290585 65 47.567883 2.124433 50.307684 66 47.567388 2.108085 50.324527 67 47.566752 2.092125 50.341123 68 47.565981 2.076536 50.357483 69 47.565083 2.061303 50.373614 70 47.564063 2.046413 50.389524 71 47.562927 2.031851 50.405222 72 47.561682 2.017605 50.420713 73 47.560332 2.003663 50.436005 74 47.558882 1.990014 50.451104 75 47.557337 1.976646 50.466017 76 47.555701 1.96355 50.480749 77 47.553978 1.950717 50.495305 78 47.552173 1.938136 50.509691 79 47.550287 1.925801 50.523912 80 47.548326 1.913701 50.537973 81 47.546292 1.901831 50.551877 82 47.544189 1.890181 50.56563 83 47.542019 1.878745 50.579236 84 47.539785 1.867517 50.592698 85 47.53749 1.85649 50.60602 86 47.535135 1.845659 50.619206 87 47.532725 1.835016 50.632259 88 47.53026 1.824557 50.645183 89 47.527743 1.814276 50.657981 90 47.525177 1.804167 50.670656 91 47.522562 1.794228 50.68321 92 47.519901 1.784451 50.695648 93 47.517196 1.774833 50.707971 94 47.514448 1.76537 50.720182 95 47.511659 1.756057 50.732284 96 47.508831 1.74689 50.744279 97 47.505965 1.737865 50.75617 98 47.503062 1.72898 50.767958 99 47.500123 1.720231 50.779646 100 47.497151 1.711612 50.791237 101 47.494146 1.703122 50.802732 102 47.49111 1.694757 50.814133 103 47.488044 1.686514 50.825442 104 47.484948 1.678391 50.836661 105 47.481824 1.670384 50.847792 106 47.478673 1.66249 50.858837 107 47.475496 1.654707 50.869797 108 47.472294 1.647033 50.880673 109 47.469067 1.639464 50.891469 110 47.465817 1.631999 50.902184 111 47.462544 1.624635 50.912821 112 47.45925 1.617369 50.923381 113 47.455935 1.610199 50.933866 114 47.452599 1.603125 50.944276 115 47.449244 1.596143 50.954613 116 47.44587 1.589251 50.964879 117 47.442478 1.582447 50.975075 118 47.439069 1.575729 50.985202 119 47.435642 1.569098 50.99526 120 47.4322 1.562547 51.005253 121 47.428741 1.55608 51.015179 122 47.425268 1.54969 51.025042 123 47.42178 1.54338 51.03484 124 47.418278 1.537145 51.044577 125 47.414763 1.530985 51.054252 126 47.411234 1.524899 51.063867 127 47.407693 1.518884 51.073423 128 47.40414 1.512939 51.082921 129 47.400575 1.507064 51.092361 130 47.396999 1.501257 51.101744 131 47.393412 1.495516 51.111072 132 47.389815 1.48984 51.120345 133 47.386207 1.484229 51.129564 134 47.38259 1.47868 51.13873 135 47.378964 1.473193 51.147843 136 47.375329 1.467766 51.156905 137 47.371685 1.462399 51.165916 138 47.368033 1.45709 51.174877 139 47.364373 1.451838 51.183789 140 47.360706 1.446642 51.192652 141 47.357031 1.441501 51.201468 142 47.353349 1.436415 51.210236 143 47.349661 1.431382 51.218957 144 47.345966 1.426402 51.227632 145 47.342264 1.421473 51.236263 146 47.338557 1.416595 51.244848 147 47.334844 1.411766 51.25339 148 47.331126 1.406986 51.261888 149 47.327402 1.402255 51.270343 150 47.323674 1.39757 51.278756 151 47.319941 1.392932 51.287127 152 47.316203 1.38834 51.295457 153 47.312461 1.383793 51.303746 154 47.308715 1.37929 51.311995 155 47.304965 1.374831 51.320204 156 47.301211 1.370414 51.328375 157 47.297453 1.366041 51.336506 158 47.293693 1.361707 51.3446 159 47.289929 1.357415 51.352656 160 47.286162 1.353163 51.360675 161 47.282392 1.348951 51.368657 162 47.27862 1.344778 51.376602 163 47.274845 1.340643 51.384512 164 47.271067 1.336546 51.392387 165 47.267288 1.332486 51.400226 166 47.263506 1.328463 51.408031 167 47.259722 1.324476 51.415802 168 47.255937 1.320524 51.423539 169 47.25215 1.316607 51.431243 170 47.248361 1.312726 51.438913 171 47.244571 1.308878 51.446551 172 47.24078 1.305063 51.454157 173 47.236987 1.301282 51.461731 174 47.233194 1.297532 51.469274 175 47.229399 1.293816 51.476785 176 47.225604 1.290131 51.484265 177 47.221807 1.286478 51.491715 178 47.218011 1.282854 51.499135 179 47.214213 1.279262 51.506525 180 47.210416 1.275698 51.513886 181 47.206618 1.272165 51.521217 182 47.202819 1.268661 51.52852 183 47.199021 1.265185 51.535794 184 47.195222 1.261738 51.54304 185 47.191424 1.258318 51.550258 186 47.187625 1.254927 51.557448 187 47.183827 1.251562 51.564611 188 47.180029 1.248224 51.571747 189 47.176231 1.244913 51.578856 190 47.172434 1.241628 51.585938 191 47.168637 1.238368 51.592995 192 47.164841 1.235134 51.600025 193 47.161046 1.231925 51.607029 194 47.157251 1.228741 51.614008 195 47.153457 1.225581 51.620962 196 47.149663 1.222446 51.627891 197 47.145871 1.219334 51.634795 198 47.142079 1.216246 51.641675 199 47.138289 1.213181 51.64853 200 47.134499 1.210139 51.655362 201 47.130711 1.20712 51.662169 202 47.126924 1.204123 51.668953 203 47.123138 1.201148 51.675714 204 47.119353 1.198196 51.682451 205 47.11557 1.195264 51.689166 206 47.111788 1.192354 51.695858 207 47.108007 1.189465 51.702528 208 47.104228 1.186597 51.709175 209 47.10045 1.18375 51.7158 210 47.096674 1.180923 51.722403 211 47.0929 1.178115 51.728985 212 47.089127 1.175328 51.735545 213 47.085356 1.17256 51.742084 214 47.081586 1.169812 51.748602 215 47.077818 1.167083 51.755099 216 47.074052 1.164373 51.761575 217 47.070288 1.161681 51.768031 218 47.066526 1.159008 51.774466 219 47.062766 1.156353 51.780881 220 47.059007 1.153717 51.787276 221 47.055251 1.151098 51.793651 222 47.051496 1.148497 51.800007 223 47.047743 1.145914 51.806343 224 47.043993 1.143347 51.81266 225 47.040245 1.140797 51.818958 226 47.036498 1.138266 51.825236 227 47.032754 1.13575 51.831496 228 47.029012 1.133251 51.837737 229 47.025272 1.130768 51.84396 230 47.021535 1.128301 51.850164 231 47.017799 1.125851 51.85635 232 47.014066 1.123416 51.862518 233 47.010335 1.120997 51.868668 234 47.006607 1.118593 51.8748 235 47.002881 1.116204 51.880915 236 46.999157 1.113831 51.887012 237 46.995435 1.111474 51.893091 238 46.991716 1.10913 51.899154 239 46.987999 1.106802 51.905199 240 46.984285 1.104488 51.911227 241 46.980573 1.102188 51.917239 242 46.976864 1.099902 51.923234 243 46.973157 1.097631 51.929212 244 46.969452 1.095374 51.935174 245 46.965751 1.09313 51.941119 246 46.962051 1.0909 51.947049 247 46.958354 1.088684 51.952962 248 46.95466 1.086481 51.958859 249 46.950968 1.084291 51.964741 250 46.947279 1.082114 51.970607 251 46.943593 1.07995 51.976457 252 46.939909 1.0778 51.982291 253 46.936227 1.075662 51.988111 254 46.932549 1.073536 51.993915 255 46.928873 1.071423 51.999704 256 46.925199 1.069323 52.005478 257 46.921529 1.067234 52.011237 258 46.917861 1.065158 52.016981 259 46.914195 1.063094 52.022711 260 46.910533 1.061041 52.028426 261 46.906873 1.059001 52.034126 262 46.903216 1.056972 52.039812 263 46.899561 1.054955 52.045484 264 46.89591 1.052949 52.051141 265 46.892261 1.050954 52.056785 266 46.888615 1.048971 52.062414 267 46.884971 1.046999 52.06803 268 46.88133 1.045038 52.073632 269 46.877693 1.043087 52.07922 270 46.874057 1.041148 52.084795 271 46.870425 1.039219 52.090356 272 46.866796 1.037301 52.095903 273 46.863169 1.035394 52.101437 274 46.859545 1.033497 52.106958 275 46.855924 1.03161 52.112466 276 46.852306 1.029733 52.117961 277 46.84869 1.027867 52.123443 278 46.845078 1.02601 52.128912 279 46.841468 1.024164 52.134368 280 46.837861 1.022328 52.139811 281 46.834257 1.020501 52.145242 282 46.830656 1.018684 52.15066 283 46.827057 1.016877 52.156066 284 46.823462 1.015078 52.16146 285 46.819869 1.01329 52.166841 286 46.81628 1.011511 52.172209 287 46.812693 1.009741 52.177566 288 46.809109 1.00798 52.182911 289 46.805527 1.00623 52.188243 290 46.801949 1.004487 52.193564 291 46.798374 1.002753 52.198873 292 46.794801 1.001029 52.20417 293 46.791232 0.999313 52.209455 294 46.787665 0.997606 52.214729 295 46.784101 0.995908 52.219991 296 46.78054 0.994218 52.225242 297 46.776982 0.992537 52.230481 298 46.773427 0.990864 52.235709 299 46.769874 0.9892 52.240926 300 46.766325 0.987544 52.246131 301 46.762778 0.985896 52.251326 302 46.759235 0.984256 52.256509 303 46.755694 0.982625 52.261681 304 46.752156 0.981001 52.266843 305 46.748621 0.979386 52.271993 306 46.745089 0.977778 52.277133 307 46.74156 0.976178 52.282262 308 46.738034 0.974586 52.28738 309 46.73451 0.973002 52.292488 310 46.73099 0.971425 52.297585 311 46.727472 0.969857 52.302671 312 46.723958 0.968294 52.307748 313 46.720446 0.966741 52.312813 314 46.716937 0.965194 52.317869 315 46.713431 0.963655 52.322914 316 46.709928 0.962123 52.327949 317 46.706428 0.960598 52.332974 318 46.70293 0.959081 52.337989 319 46.699436 0.95757 52.342994 320 46.695944 0.956067 52.347989 321 46.692456 0.95457 52.352974 322 46.68897 0.953081 52.357949 323 46.685487 0.951598 52.362915 324 46.682007 0.950123 52.36787 325 46.67853 0.948654 52.372816 326 46.675056 0.947192 52.377752 327 46.671584 0.945737 52.382679 328 46.668116 0.944288 52.387596 329 46.66465 0.942846 52.392504 330 46.661188 0.941409 52.397403 331 46.657728 0.93998 52.402292 332 46.654271 0.938558 52.407171 333 46.650817 0.937141 52.412042 334 46.647365 0.935732 52.416903 335 46.643917 0.934328 52.421755 336 46.640471 0.932931 52.426598 337 46.637029 0.931539 52.431432 338 46.633589 0.930155 52.436256 339 46.630152 0.928776 52.441072 340 46.626718 0.927403 52.445879 341 46.623286 0.926037 52.450677 342 46.619858 0.924675 52.455467 343 46.616432 0.923321 52.460247 344 46.61301 0.921971 52.465019 345 46.60959 0.920628 52.469782 346 46.606173 0.919291 52.474536 347 46.602758 0.91796 52.479282 348 46.599347 0.916634 52.484019 349 46.595938 0.915314 52.488748 350 46.592532 0.914 52.493468 351 46.589129 0.912691 52.49818 352 46.585729 0.911387 52.502884 353 46.582332 0.910089 52.507579 354 46.578937 0.908798 52.512265 355 46.575546 0.90751 52.516944 356 46.572157 0.906229 52.521614 357 46.568771 0.904952 52.526277 358 46.565387 0.903682 52.530931 359 46.562007 0.902416 52.535577 360 46.558629 0.901157 52.540214 361 46.555254 0.899902 52.544844 362 46.551882 0.898652 52.549466 363 46.548512 0.897408 52.55408 364 46.545146 0.896168 52.558686 365 46.541782 0.894933 52.563285 366 46.538421 0.893704 52.567875 367 46.535062 0.89248 52.572458 368 46.531707 0.89126 52.577033 369 46.528354 0.890046 52.5816 370 46.525004 0.888837 52.586159 371 46.521656 0.887633 52.590711 372 46.518312 0.886432 52.595256 373 46.51497 0.885238 52.599792 374 46.511631 0.884047 52.604322 375 46.508294 0.882863 52.608843 376 46.504961 0.881681 52.613358 377 46.50163 0.880505 52.617865 378 46.498301 0.879335 52.622364 379 46.494976 0.878168 52.626856 380 46.491653 0.877006 52.631341 381 46.488333 0.875848 52.635819 382 46.485016 0.874695 52.640289 383 46.481701 0.873547 52.644752 384 46.478389 0.872403 52.649208 385 46.47508 0.871263 52.653657 386 46.471773 0.870128 52.658099 387 46.468469 0.868998 52.662533 388 46.465168 0.867871 52.666961 389 46.461869 0.866749 52.671382 390 46.458573 0.865632 52.675795 391 46.45528 0.864518 52.680202 392 46.45199 0.863408 52.684602 393 46.448702 0.862303 52.688995 394 46.445416 0.861203 52.693381 395 46.442134 0.860106 52.69776 396 46.438854 0.859014 52.702132 397 46.435577 0.857925 52.706498 398 46.432302 0.856841 52.710857 399 46.42903 0.855761 52.715209 400 46.425761 0.854685 52.719554 401 46.422494 0.853613 52.723893 402 46.41923 0.852544 52.728226 403 46.415968 0.851481 52.732551 404 46.412709 0.850421 52.73687 405 46.409453 0.849364 52.741183 406 46.406199 0.848312 52.745489 407 46.402948 0.847263 52.749789 408 46.3997 0.846218 52.754082 409 46.396454 0.845177 52.758369 410 46.39321 0.844141 52.762649 411 46.38997 0.843107 52.766923 412 46.386731 0.842078 52.771191 413 46.383496 0.841052 52.775452 414 46.380263 0.84003 52.779707 415 46.377032 0.839012 52.783956 416 46.373804 0.837997 52.788199 417 46.370579 0.836986 52.792435 418 46.367356 0.835978 52.796666 419 46.364136 0.834974 52.80089 420 46.360918 0.833974 52.805108 421 46.357703 0.832977 52.80932 422 46.354491 0.831984 52.813525 423 46.35128 0.830995 52.817725 424 46.348073 0.830008 52.821919 425 46.344868 0.829025 52.826107 426 46.341665 0.828047 52.830288 427 46.338465 0.827071 52.834464 428 46.335268 0.826098 52.838634 429 46.332073 0.825129 52.842798 430 46.32888 0.824164 52.846956 431 46.32569 0.823201 52.851109 432 46.322503 0.822242 52.855255 433 46.319318 0.821286 52.859396 434 46.316135 0.820334 52.863531 435 46.312955 0.819385 52.86766 436 46.309778 0.818439 52.871783 437 46.306603 0.817496 52.875901 438 46.30343 0.816557 52.880013 439 46.30026 0.815621 52.884119 440 46.297092 0.814688 52.88822 441 46.293927 0.813758 52.892315 442 46.290764 0.812832 52.896404 443 46.287604 0.811908 52.900488 444 46.284446 0.810987 52.904567 445 46.28129 0.810071 52.908639 446 46.278137 0.809156 52.912707 447 46.274987 0.808244 52.916769 448 46.271838 0.807337 52.920825 449 46.268693 0.806431 52.924876 450 46.265549 0.80553 52.928921 451 46.262408 0.804631 52.932961 452 46.25927 0.803734 52.936996 453 46.256134 0.802841 52.941025 454 46.253 0.801951 52.945049 455 46.249868 0.801064 52.949068 456 46.246739 0.80018 52.953081 457 46.243613 0.799298 52.957089 458 46.240489 0.798419 52.961092 459 46.237367 0.797543 52.96509 460 46.234247 0.796671 52.969082 461 46.23113 0.795801 52.973069 462 46.228015 0.794934 52.977051 463 46.224903 0.794069 52.981028 464 46.221793 0.793207 52.985 465 46.218685 0.792349 52.988966 466 46.21558 0.791492 52.992928 467 46.212477 0.790639 52.996884 468 46.209376 0.789788 53.000836 469 46.206278 0.78894 53.004782 470 46.203182 0.788095 53.008723 471 46.200088 0.787253 53.012659 472 46.196997 0.786413 53.01659 473 46.193908 0.785575 53.020517 474 46.190821 0.784741 53.024438 475 46.187737 0.783909 53.028354 476 46.184655 0.783079 53.032266 477 46.181575 0.782253 53.036172 478 46.178497 0.781429 53.040074 479 46.175422 0.780607 53.043971 480 46.172349 0.779788 53.047863 481 46.169279 0.778971 53.05175 482 46.16621 0.778158 53.055632 483 46.163144 0.777346 53.05951 484 46.16008 0.776538 53.063382 485 46.157019 0.775731 53.06725 486 46.15396 0.774926 53.071114 487 46.150902 0.774126 53.074972 488 46.147848 0.773326 53.078826 489 46.144795 0.77253 53.082675 490 46.141745 0.771736 53.086519 491 46.138697 0.770944 53.090359 492 46.135651 0.770155 53.094194 493 46.132607 0.769368 53.098025 494 46.129566 0.768584 53.10185 495 46.126527 0.767801 53.105672 496 46.12349 0.767022 53.109488 497 46.120455 0.766245 53.1133 498 46.117423 0.765469 53.117108 499 46.114393 0.764696 53.120911 500 46.111365 0.763925 53.12471
Sally
Using the normal dist did you not answer the question of being even or ahead.
More to your point, we should at least consider being ahead by 0.25 bets rather than 0. If you could only win or lose 1 bet, then anything over 0.5 ahead would be considered 1 bet ahead when you correct for continuity. Because of BJs, we could actually only be 0.5 ahead, so we would consider anything over 0.25 bets ahead to be 0.5 bets ahead. Whether we use 0.5, 0.25, or 0 makes a significant difference which gets smaller as the hands increase, but it's significant even up to 500. If you were talking a very large number of hands, it wouldn't matter. Here are the results of using 0.5, 0.25, and 0:
0.5:
[1] 0.4185896 0.4386787 0.4543450 0.4596800 0.4601438 0.4557908 0.4416998
0.25:
[1] 0.4565534 0.4656667 0.4714651 0.4717939 0.4687073 0.4618379 0.4455064
0:
[1] 0.4949182 0.4928135 0.4886380 0.4839339 0.4772853 0.4678939 0.4493180
Which to use? Well, you shouldn't use 0 if you want to be ahead rather than ahead or even. At a sufficient number of hands, using 0.25 should be more accurate than 0.5, but perhaps not for a very small number of hands. Imagine if the probability of BJ were small enough, you could ignore it. You could split the difference between the two and be within about half a percent at 200. The real way to do it is to use a BJ simulator that takes everything into account if you're interested in a small number of hands like this.
0.5:
[1] 0.4185896 0.4386787 0.4543450 0.4596800 0.4601438 0.4557908 0.4416998
0.25:
[1] 0.4565534 0.4656667 0.4714651 0.4717939 0.4687073 0.4618379 0.4455064
0:
[1] 0.4949182 0.4928135 0.4886380 0.4839339 0.4772853 0.4678939 0.4493180
Which to use? Well, you shouldn't use 0 if you want to be ahead rather than ahead or even. At a sufficient number of hands, using 0.25 should be more accurate than 0.5, but perhaps not for a very small number of hands. Imagine if the probability of BJ were small enough, you could ignore it. You could split the difference between the two and be within about half a percent at 200. The real way to do it is to use a BJ simulator that takes everything into account if you're interested in a small number of hands like this.
the large difference is in the push values
I noticed the Wizards' sim data was changed and I had some old stuff
so here is using new stuff
of course, game rules and BS could move the values 1% high or low as I noticed with the Dealer hitting on soft 17.
But I think it gives the OP a ball park answer as there is no one simple formula fits all is what he/she really wanted.
They still sell Skittles!
I do wonder what the OP thought his/her winning chances were.
I find in casinos players really have no clue and when pushed for an educated guess they are so far off it really is great comedy!
Sally
data not formatted again for those that care in future reading
Code:
round win push loss 1 42.423888 8.481647 49.094465 2 37.635512 26.675903 35.688585 3 42.323496 11.487638 46.188866 4 43.239856 13.516454 43.24369 5 44.014364 9.76373 46.221906 6 44.939134 9.214479 45.846387 7 45.2278 7.958355 46.813845 8 45.761803 7.265674 46.972523 9 45.975792 6.654919 47.369289 10 46.275252 6.14874 47.576008 11 46.445924 5.761864 47.792212 12 46.628292 5.412894 47.958814 13 46.759345 5.137076 48.103579 14 46.881687 4.888899 48.229414 15 46.980962 4.681783 48.337255 16 47.069403 4.49664 48.433957 17 47.145386 4.335774 48.51884 18 47.212652 4.191514 48.595834 19 47.272057 4.062852 48.665091 20 47.325058 3.946404 48.728538 21 47.372607 3.84072 48.786673 22 47.415488 3.744031 48.840481 23 47.454388 3.655158 48.890454 24 47.489818 3.573027 48.937155 25 47.522245 3.496784 48.980971 26 47.552027 3.425714 49.022259 27 47.579483 3.359212 49.061305 28 47.604874 3.296773 49.098353 29 47.628424 3.237964 49.133612 30 47.650323 3.18242 49.167257 31 47.670735 3.129824 49.199441 32 47.689803 3.079903 49.230294 33 47.70765 3.03242 49.25993 34 47.724382 2.987168 49.28845 35 47.740095 2.943965 49.31594 36 47.754872 2.90265 49.342478 37 47.768786 2.863081 49.368133 38 47.781902 2.825132 49.392966 39 47.794281 2.788688 49.417031 40 47.805974 2.753649 49.440377 41 47.817029 2.719921 49.46305 42 47.827489 2.687421 49.48509 43 47.837392 2.656075 49.506533 44 47.846774 2.625814 49.527412 45 47.855667 2.596573 49.54776 46 47.864101 2.568296 49.567603 47 47.872102 2.540931 49.586967 48 47.879696 2.514426 49.605878 49 47.886906 2.488738 49.624356 50 47.893752 2.463826 49.642422 51 47.900255 2.439649 49.660096 52 47.906432 2.416172 49.677396 53 47.912301 2.393362 49.694337 54 47.917876 2.371188 49.710936 55 47.923174 2.349619 49.727207 56 47.928207 2.328629 49.743164 57 47.932989 2.308192 49.758819 58 47.93753 2.288285 49.774185 59 47.941843 2.268885 49.789272 60 47.945939 2.249969 49.804092 61 47.949826 2.231519 49.818655 62 47.953514 2.213515 49.832971 63 47.957012 2.195941 49.847047 64 47.960328 2.178779 49.860893 65 47.96347 2.162013 49.874517 66 47.966446 2.145627 49.887927 67 47.969261 2.129609 49.90113 68 47.971924 2.113944 49.914132 69 47.97444 2.098619 49.926941 70 47.976814 2.083623 49.939563 71 47.979053 2.068944 49.952003 72 47.981162 2.054571 49.964267 73 47.983146 2.040492 49.976362 74 47.98501 2.026699 49.988291 75 47.986757 2.013182 50.000061 76 47.988394 1.999931 50.011675 77 47.989922 1.98694 50.023138 78 47.991348 1.974197 50.034455 79 47.992674 1.961696 50.04563 80 47.993903 1.94943 50.056667 81 47.99504 1.937391 50.067569 82 47.996088 1.925572 50.07834 83 47.997049 1.913966 50.088985 84 47.997927 1.902568 50.099505 85 47.998725 1.89137 50.109905 86 47.999444 1.880369 50.120187 87 48.000089 1.869556 50.130355 88 48.00066 1.858929 50.140411 89 48.001162 1.848479 50.150359 90 48.001595 1.838205 50.1602 91 48.001963 1.828099 50.169938 92 48.002267 1.818158 50.179575 93 48.002509 1.808378 50.189113 94 48.002691 1.798754 50.198555 95 48.002816 1.789281 50.207903 96 48.002885 1.779956 50.217159 97 48.002899 1.770775 50.226326 98 48.00286 1.761736 50.235404 99 48.002771 1.752832 50.244397 100 48.002631 1.744064 50.253305 101 48.002444 1.735424 50.262132 102 48.00221 1.726912 50.270878 103 48.001931 1.718524 50.279545 104 48.001608 1.710256 50.288136 105 48.001242 1.702107 50.296651 106 48.000835 1.694073 50.305092 107 48.000387 1.686152 50.313461 108 47.999901 1.67834 50.321759 109 47.999376 1.670636 50.329988 110 47.998815 1.663037 50.338148 111 47.998217 1.655541 50.346242 112 47.997585 1.648144 50.354271 113 47.996918 1.640847 50.362235 114 47.996219 1.633645 50.370136 115 47.995487 1.626538 50.377975 116 47.994724 1.619522 50.385754 117 47.993931 1.612596 50.393473 118 47.993109 1.605757 50.401134 119 47.992257 1.599006 50.408737 120 47.991377 1.592339 50.416284 121 47.99047 1.585754 50.423776 122 47.989537 1.579249 50.431214 123 47.988577 1.572825 50.438598 124 47.987593 1.566478 50.445929 125 47.986584 1.560207 50.453209 126 47.985551 1.554011 50.460438 127 47.984494 1.547888 50.467618 128 47.983415 1.541837 50.474748 129 47.982314 1.535856 50.48183 130 47.981191 1.529944 50.488865 131 47.980047 1.5241 50.495853 132 47.978882 1.518322 50.502796 133 47.977698 1.512609 50.509693 134 47.976494 1.50696 50.516546 135 47.975271 1.501374 50.523355 136 47.974029 1.49585 50.530121 137 47.97277 1.490386 50.536844 138 47.971492 1.484982 50.543526 139 47.970198 1.479635 50.550167 140 47.968886 1.474347 50.556767 141 47.967559 1.469113 50.563328 142 47.966215 1.463936 50.569849 143 47.964855 1.458813 50.576332 144 47.963481 1.453743 50.582776 145 47.962091 1.448726 50.589183 146 47.960687 1.44376 50.595553 147 47.959269 1.438844 50.601887 148 47.957837 1.433979 50.608184 149 47.956391 1.429163 50.614446 150 47.954932 1.424395 50.620673 151 47.953461 1.419673 50.626866 152 47.951977 1.414998 50.633025 153 47.95048 1.41037 50.63915 154 47.948971 1.405787 50.645242 155 47.947451 1.401248 50.651301 156 47.945919 1.396752 50.657329 157 47.944376 1.3923 50.663324 158 47.942823 1.387889 50.669288 159 47.941258 1.38352 50.675222 160 47.939683 1.379193 50.681124 161 47.938098 1.374905 50.686997 162 47.936503 1.370657 50.69284 163 47.934898 1.366448 50.698654 164 47.933284 1.362278 50.704438 165 47.93166 1.358146 50.710194 166 47.930027 1.354051 50.715922 167 47.928386 1.349992 50.721622 168 47.926736 1.34597 50.727294 169 47.925077 1.341984 50.732939 170 47.92341 1.338033 50.738557 171 47.921735 1.334116 50.744149 172 47.920052 1.330234 50.749714 173 47.918361 1.326385 50.755254 174 47.916663 1.32257 50.760767 175 47.914957 1.318787 50.766256 176 47.913245 1.315036 50.771719 177 47.911525 1.311317 50.777158 178 47.909798 1.30763 50.782572 179 47.908065 1.303972 50.787963 180 47.906324 1.300347 50.793329 181 47.904578 1.296751 50.798671 182 47.902825 1.293184 50.803991 183 47.901066 1.289647 50.809287 184 47.899301 1.286139 50.81456 185 47.897531 1.282658 50.819811 186 47.895754 1.279206 50.82504 187 47.893972 1.275782 50.830246 188 47.892185 1.272384 50.835431 189 47.890392 1.269014 50.840594 190 47.888593 1.265672 50.845735 191 47.88679 1.262354 50.850856 192 47.884982 1.259063 50.855955 193 47.883169 1.255797 50.861034 194 47.881351 1.252556 50.866093 195 47.879528 1.249341 50.871131 196 47.877701 1.24615 50.876149 197 47.87587 1.242983 50.881147 198 47.874034 1.23984 50.886126 199 47.872194 1.236721 50.891085 200 47.870349 1.233626 50.896025 201 47.868501 1.230553 50.900946 202 47.866649 1.227503 50.905848 203 47.864793 1.224476 50.910731 204 47.862933 1.221471 50.915596 205 47.861069 1.218489 50.920442 206 47.859202 1.215527 50.925271 207 47.857332 1.212587 50.930081 208 47.855457 1.209669 50.934874 209 47.85358 1.206771 50.939649 210 47.851699 1.203894 50.944407 211 47.849815 1.201038 50.949147 212 47.847928 1.198201 50.953871 213 47.846038 1.195385 50.958577 214 47.844145 1.192588 50.963267 215 47.84225 1.18981 50.96794 216 47.840351 1.187053 50.972596 217 47.838449 1.184314 50.977237 218 47.836545 1.181594 50.981861 219 47.834639 1.178892 50.986469 220 47.832729 1.17621 50.991061 221 47.830817 1.173545 50.995638 222 47.828903 1.170898 51.000199 223 47.826987 1.168269 51.004744 224 47.825068 1.165658 51.009274 225 47.823147 1.163064 51.013789 226 47.821224 1.160486 51.01829 227 47.819298 1.157927 51.022775 228 47.817371 1.155384 51.027245 229 47.815441 1.152858 51.031701 230 47.81351 1.150348 51.036142 231 47.811577 1.147854 51.040569 232 47.809641 1.145378 51.044981 233 47.807704 1.142916 51.04938 234 47.805766 1.14047 51.053764 235 47.803825 1.13804 51.058135 236 47.801883 1.135626 51.062491 237 47.799939 1.133226 51.066835 238 47.797994 1.130842 51.071164 239 47.796047 1.128473 51.07548 240 47.794099 1.126118 51.079783 241 47.792149 1.123779 51.084072 242 47.790198 1.121453 51.088349 243 47.788246 1.119142 51.092612 244 47.786292 1.116845 51.096863 245 47.784337 1.114562 51.101101 246 47.782381 1.112293 51.105326 247 47.780423 1.110039 51.109538 248 47.778465 1.107797 51.113738 249 47.776505 1.105569 51.117926 250 47.774544 1.103355 51.122101 251 47.772583 1.101153 51.126264 252 47.77062 1.098965 51.130415 253 47.768656 1.09679 51.134554 254 47.766692 1.094627 51.138681 255 47.764726 1.092477 51.142797 256 47.76276 1.09034 51.1469 257 47.760792 1.088216 51.150992 258 47.758824 1.086104 51.155072 259 47.756855 1.084004 51.159141 260 47.754886 1.081915 51.163199 261 47.752916 1.079839 51.167245 262 47.750945 1.077775 51.17128 263 47.748973 1.075723 51.175304 264 47.747001 1.073682 51.179317 265 47.745028 1.071653 51.183319 266 47.743055 1.069635 51.18731 267 47.741081 1.067629 51.19129 268 47.739106 1.065634 51.19526 269 47.737132 1.063649 51.199219 270 47.735156 1.061677 51.203167 271 47.73318 1.059715 51.207105 272 47.731204 1.057764 51.211032 273 47.729228 1.055823 51.214949 274 47.727251 1.053893 51.218856 275 47.725274 1.051973 51.222753 276 47.723296 1.050064 51.22664 277 47.721318 1.048166 51.230516 278 47.71934 1.046277 51.234383 279 47.717362 1.044399 51.238239 280 47.715383 1.042531 51.242086 281 47.713404 1.040673 51.245923 282 47.711425 1.038825 51.24975 283 47.709446 1.036986 51.253568 284 47.707467 1.035157 51.257376 285 47.705488 1.033337 51.261175 286 47.703508 1.031528 51.264964 287 47.701529 1.029727 51.268744 288 47.699549 1.027937 51.272514 289 47.697569 1.026155 51.276276 290 47.69559 1.024382 51.280028 291 47.69361 1.022619 51.283771 292 47.69163 1.020865 51.287505 293 47.689651 1.01912 51.291229 294 47.687671 1.017384 51.294945 295 47.685692 1.015656 51.298652 296 47.683712 1.013937 51.302351 297 47.681733 1.012227 51.30604 298 47.679754 1.010525 51.309721 299 47.677775 1.008832 51.313393 300 47.675796 1.007148 51.317056 301 47.673817 1.005472 51.320711 302 47.671838 1.003804 51.324358 303 47.66986 1.002144 51.327996 304 47.667881 1.000494 51.331625 305 47.665903 0.99885 51.335247 306 47.663925 0.997215 51.33886 307 47.661948 0.995587 51.342465 308 47.659971 0.993968 51.346061 309 47.657994 0.992356 51.34965 310 47.656017 0.990753 51.35323 311 47.65404 0.989158 51.356802 312 47.652064 0.987569 51.360367 313 47.650088 0.985989 51.363923 314 47.648113 0.984415 51.367472 315 47.646138 0.982849 51.371013 316 47.644163 0.981291 51.374546 317 47.642188 0.979741 51.378071 318 47.640214 0.978197 51.381589 319 47.638241 0.976661 51.385098 320 47.636267 0.975132 51.388601 321 47.634294 0.97361 51.392096 322 47.632322 0.972095 51.395583 323 47.63035 0.970587 51.399063 324 47.628378 0.969087 51.402535 325 47.626407 0.967593 51.406 326 47.624437 0.966105 51.409458 327 47.622466 0.964626 51.412908 328 47.620497 0.963152 51.416351 329 47.618527 0.961686 51.419787 330 47.616559 0.960225 51.423216 331 47.61459 0.958772 51.426638 332 47.612623 0.957325 51.430052 333 47.610656 0.955884 51.43346 334 47.608689 0.954451 51.43686 335 47.606723 0.953023 51.440254 336 47.604757 0.951602 51.443641 337 47.602792 0.950188 51.44702 338 47.600828 0.948779 51.450393 339 47.598864 0.947376 51.45376 340 47.596901 0.94598 51.457119 341 47.594938 0.94459 51.460472 342 47.592976 0.943206 51.463818 343 47.591015 0.941828 51.467157 344 47.589054 0.940456 51.47049 345 47.587094 0.93909 51.473816 346 47.585134 0.937731 51.477135 347 47.583175 0.936377 51.480448 348 47.581217 0.935028 51.483755 349 47.579259 0.933686 51.487055 350 47.577302 0.932349 51.490349 351 47.575346 0.931018 51.493636 352 47.57339 0.929693 51.496917 353 47.571435 0.928373 51.500192 354 47.56948 0.92706 51.50346 355 47.567527 0.92575 51.506723 356 47.565574 0.924447 51.509979 357 47.563622 0.92315 51.513228 358 47.56167 0.921858 51.516472 359 47.559719 0.920571 51.51971 360 47.557769 0.91929 51.522941 361 47.55582 0.918013 51.526167 362 47.553871 0.916743 51.529386 363 47.551923 0.915477 51.5326 364 47.549976 0.914217 51.535807 365 47.548029 0.912962 51.539009 366 47.546083 0.911712 51.542205 367 47.544138 0.910467 51.545395 368 47.542194 0.909227 51.548579 369 47.540251 0.907992 51.551757 370 47.538308 0.906762 51.55493 371 47.536366 0.905537 51.558097 372 47.534425 0.904317 51.561258 373 47.532484 0.903103 51.564413 374 47.530545 0.901892 51.567563 375 47.528606 0.900687 51.570707 376 47.526668 0.899486 51.573846 377 47.52473 0.898291 51.576979 378 47.522794 0.8971 51.580106 379 47.520858 0.895914 51.583228 380 47.518923 0.894732 51.586345 381 47.516989 0.893555 51.589456 382 47.515056 0.892383 51.592561 383 47.513124 0.891215 51.595661 384 47.511192 0.890052 51.598756 385 47.509261 0.888893 51.601846 386 47.507331 0.887739 51.60493 387 47.505402 0.88659 51.608008 388 47.503474 0.885444 51.611082 389 47.501546 0.884304 51.61415 390 47.49962 0.883167 51.617213 391 47.497694 0.882035 51.620271 392 47.495769 0.880907 51.623324 393 47.493845 0.879784 51.626371 394 47.491921 0.878665 51.629414 395 47.489999 0.87755 51.632451 396 47.488078 0.876439 51.635483 397 47.486157 0.875332 51.638511 398 47.484237 0.87423 51.641533 399 47.482318 0.873132 51.64455 400 47.4804 0.872038 51.647562 401 47.478483 0.870948 51.650569 402 47.476566 0.869862 51.653572 403 47.474651 0.86878 51.656569 404 47.472736 0.867702 51.659562 405 47.470823 0.866628 51.662549 406 47.46891 0.865558 51.665532 407 47.466998 0.864492 51.66851 408 47.465087 0.86343 51.671483 409 47.463177 0.862372 51.674451 410 47.461267 0.861318 51.677415 411 47.459359 0.860267 51.680374 412 47.457451 0.859221 51.683328 413 47.455545 0.858178 51.686277 414 47.453639 0.857139 51.689222 415 47.451734 0.856104 51.692162 416 47.44983 0.855072 51.695098 417 47.447927 0.854044 51.698029 418 47.446025 0.85302 51.700955 419 47.444124 0.851999 51.703877 420 47.442224 0.850982 51.706794 421 47.440325 0.849968 51.709707 422 47.438426 0.848959 51.712615 423 47.436529 0.847953 51.715518 424 47.434632 0.846951 51.718417 425 47.432736 0.845952 51.721312 426 47.430841 0.844957 51.724202 427 47.428947 0.843965 51.727088 428 47.427055 0.842975 51.72997 429 47.425163 0.84199 51.732847 430 47.423271 0.841009 51.73572 431 47.421381 0.840031 51.738588 432 47.419492 0.839056 51.741452 433 47.417604 0.838084 51.744312 434 47.415716 0.837117 51.747167 435 47.41383 0.836151 51.750019 436 47.411944 0.83519 51.752866 437 47.41006 0.834232 51.755708 438 47.408176 0.833277 51.758547 439 47.406293 0.832326 51.761381 440 47.404411 0.831377 51.764212 441 47.40253 0.830432 51.767038 442 47.400651 0.82949 51.769859 443 47.398772 0.828551 51.772677 444 47.396893 0.827616 51.775491 445 47.395016 0.826684 51.7783 446 47.39314 0.825754 51.781106 447 47.391265 0.824828 51.783907 448 47.389391 0.823904 51.786705 449 47.387517 0.822985 51.789498 450 47.385645 0.822068 51.792287 451 47.383773 0.821154 51.795073 452 47.381903 0.820243 51.797854 453 47.380033 0.819335 51.800632 454 47.378165 0.81843 51.803405 455 47.376297 0.817528 51.806175 456 47.37443 0.81663 51.80894 457 47.372564 0.815734 51.811702 458 47.3707 0.81484 51.81446 459 47.368836 0.81395 51.817214 460 47.366973 0.813063 51.819964 461 47.365111 0.812178 51.822711 462 47.36325 0.811297 51.825453 463 47.361389 0.810419 51.828192 464 47.35953 0.809543 51.830927 465 47.357672 0.80867 51.833658 466 47.355815 0.8078 51.836385 467 47.353959 0.806932 51.839109 468 47.352103 0.806068 51.841829 469 47.350249 0.805206 51.844545 470 47.348395 0.804347 51.847258 471 47.346543 0.803491 51.849966 472 47.344691 0.802638 51.852671 473 47.342841 0.801786 51.855373 474 47.340991 0.800938 51.858071 475 47.339142 0.800093 51.860765 476 47.337295 0.799249 51.863456 477 47.335448 0.798409 51.866143 478 47.333602 0.797572 51.868826 479 47.331757 0.796737 51.871506 480 47.329913 0.795905 51.874182 481 47.32807 0.795075 51.876855 482 47.326228 0.794248 51.879524 483 47.324387 0.793423 51.88219 484 47.322547 0.792601 51.884852 485 47.320708 0.791781 51.887511 486 47.31887 0.790964 51.890166 487 47.317033 0.790149 51.892818 488 47.315196 0.789338 51.895466 489 47.313361 0.788528 51.898111 490 47.311527 0.787721 51.900752 491 47.309693 0.786917 51.90339 492 47.307861 0.786114 51.906025 493 47.306029 0.785315 51.908656 494 47.304199 0.784517 51.911284 495 47.302369 0.783723 51.913908 496 47.30054 0.782931 51.916529 497 47.298713 0.78214 51.919147 498 47.296886 0.781353 51.921761 499 47.29506 0.780568 51.924372 500 47.293235 0.779785 51.92698 600 47.115486 0.711657 52.172857 700 46.946638 0.658686 52.394676 800 46.785824 0.615973 52.598203 900 46.632177 0.580581 52.787242 1000 46.484921 0.550632 52.964447 2000 45.253827 0.388251 54.357922 3000 44.282927 0.316124 55.400949
gas tank is full and looks like all the tires have air in them
Sorry, I didn't realize what you did before. That's how to do it, except that there is a very large difference in the long term win rates between the game the Wizard analyzed and the game the OP wants. The Wizard's game only has a 0.29% house edge compared to the OP's 0.66083%. I suspect that's because the dealer hits soft 17 in the OP game, right OP? If I analyze the Wizard's game with the normal distribution, I agree with your win rate at 3000 hands of 44.3%, but for the OP game, I get only 37.4%. They are about 3% off at 500 hands, and they get closer below that.
Also, if you take my values for using 0.25 and 0.5 as the cutoff, your value for 5 hands of 44.0% agrees exactly with simply averaging my 2 results. When you get out to 10 hands, your value is about 0.6% from my 0.25 value. At 25 hands, it's only about 0.2% away. Then they're within 0.1% after that. So that works just like I predicted. Using 0.25 is the better estimate except for 5 hands, and then the average of the 2 estimates is perfect. There is a rise in the probabilities up to 200 when they start to decrease, and my numbers capture that. You can see that if you plot your second set of numbers and blow that part up. So there is an optimal number of hands to optimize the probability of being ahead. That's because the edge is much smaller than the standard deviation, so even though the edge increases faster with the number of hands (linear vs. square root), initially the increase in standard deviation will increase your win rate until the edge catches up.
Here are my values for the probability of being ahead for the same game as your sim (not the OP game):
These compare well with your numbers as described above.
Here are my values for the OP game:
If we had data like the Wizard's for this game, and we used Sally's method, the results should agree nicely just as they did for the Wizard's game.
Also, if you take my values for using 0.25 and 0.5 as the cutoff, your value for 5 hands of 44.0% agrees exactly with simply averaging my 2 results. When you get out to 10 hands, your value is about 0.6% from my 0.25 value. At 25 hands, it's only about 0.2% away. Then they're within 0.1% after that. So that works just like I predicted. Using 0.25 is the better estimate except for 5 hands, and then the average of the 2 estimates is perfect. There is a rise in the probabilities up to 200 when they start to decrease, and my numbers capture that. You can see that if you plot your second set of numbers and blow that part up. So there is an optimal number of hands to optimize the probability of being ahead. That's because the edge is much smaller than the standard deviation, so even though the edge increases faster with the number of hands (linear vs. square root), initially the increase in standard deviation will increase your win rate until the edge catches up.
Here are my values for the probability of being ahead for the same game as your sim (not the OP game):
Code:
5 0.4394 10 0.4692 25 0.4775 50 0.4805 100 0.4811 200 0.4795 500 0.4735 3000 0.4431
Here are my values for the OP game:
Code:
5 0.4376 10 0.4657 25 0.4715 50 0.4718 100 0.4687 200 0.4618 500 0.4455 3000 0.376
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