Riddler Classic

April 21st, 2017

Pick A Card Any Card

From Mont Chris Hubbard, a prediction puzzle inspired by his habit of trying to identify the funniest name as early as possible in a movie's scrolling end credits:

From a shuffled deck of 100 cards that are numbered 1 to 100, you are dealt 10 cards face down. You turn the cards over one by one. After each card, you must decide whether to end the game. If you end the game on the highest card in the hand you were dealt, you win; otherwise, you lose.

What is the strategy that optimizes your chances of winning? How does the strategy change as the sizes of the deck and the hand are changed?


Answer:

If your number is greater than 87, then keep it.
If you do, you will win approximately 58% of the time.


Data:
ThresholdWinsLossesPercentage
11012398987610.101239
21014978985030.101497
31035258964750.103525
41043328956680.104332
51057618942390.105761
61076138923870.107613
71079378920630.107937
81100858899150.110085
91109998890010.110999
101127218872790.112721
111132818867190.113281
121153918846090.115391
131171198828810.117119
141184158815850.118415
151196788803220.119678
161210258789750.121025
171230798769210.123079
181252788747220.125278
191262598737410.126259
201284858715150.128485
211293468706540.129346
221319458680550.131945
231346878653130.134687
241358328641680.135832
251382418617590.138241
261403258596750.140325
271427678572330.142767
281442718557290.144271
291473468526540.147346
301491748508260.149174
311524948475060.152494
321551348448660.155134
331579998420010.157999
341604028395980.160402
351633938366070.163393
361670138329870.167013
371698498301510.169849
381726968273040.172696
391763788236220.176378
401800498199510.180049
411839318160690.183931
421877638122370.187763
431914918085090.191491
441956528043480.195652
452013547986460.201354
462044797955210.204479
472094777905230.209477
482158107841900.21581
492202267797740.220226
502263157736850.226315
512313897686110.231389
522380137619870.238013
532441777558230.244177
542508017491990.250801
552571667428340.257166
562648447351560.264844
572725377274630.272537
582804867195140.280486
592895977104030.289597
602977327022680.297732
613069106930900.30691
623163086836920.316308
633265226734780.326522
643359926640080.335992
653465776534230.346577
663576836423170.357683
673696086303920.369608
683814056185950.381405
693932976067030.393297
704055465944540.405546
714180965819040.418096
724308925691080.430892
734444885555120.444488
744578695421310.457869
754688905311100.46889
764826775173230.482677
774957965042040.495796
785082594917410.508259
795204254795750.520425
805320814679190.532081
815427644572360.542764
825527184472820.552718
835611044388960.561104
845685014314990.568501
855725844274160.572584
865773844226160.577384
875779214220790.577921
885758574241430.575857
895701994298010.570199
905608824391180.560882
915474844525160.547484
925290084709920.529008
935042684957320.504268
944737075262930.473707
954348775651230.434877
963887266112740.388726
973328906671100.33289
982671637328370.267163
991901518098490.190151
1001000178999830.100017
ThresholdWinsLossesPercentage