Hard Mode Wordle

The findings in the article below have been superseded by a better analysis in this article.

You probably discovered when playing basic Wordle that it was easy. My previous article explained that a niaive strategy [search broadly three times and you’re almost inevitably there] suffices. So you started to play in Hard Mode. On the face of it, this narrows the scope of your search so it may get harder. I decided to test this. My advanced program makes its first guess randomly, taking care to use a word with five different letters. The second guess chooses a word from the database after it has been filtered using anything learned from the first guess. Again, if it can, it selects a word with five different letters. The third guess takes the same approach, updating the database as information about letters and their positions is gained. I ran it first on the same 16 words we looked at using GREAT, NOISY and CHUMP. Actually, very little has changed. We started with a random word. We followed with a second random word but we possibly don’t get a full five new letters but in compensation we do start trying to place discovered letters in their good position. Likewise for the third word. Here’s the first absolutely random run of the program:

Wordle: 'POINT'
Guess  # remaining words including:
FAKES    289:   BIDDY, BIGHT, BIGOT, BIJOU, BILLY, BIMBO, BINDI, ... 
TOUGH      7:   BOOTY, COOPT, DOTTY, JOINT, MOTOR, POINT, ROBOT, ... 
JOINT      1:   POINT, ... 
finished with 4 guesses

Wordle: 'ROBOT'
Guess  # remaining words including:
TILES     72:   ABBOT, ABORT, ABOUT, ACTOR, ADAPT, ADOPT, AFOOT, ... 
ABBOT      1:   ROBOT, ... 
finished with 3 guesses

Wordle: 'CRIMP'
Guess  # remaining words including:
TUMOR     30:   ALARM, BARMY, BERMS, BREAM, BRIMS, CHARM, CRAMP, ... 
CHARM      3:   CREME, CRIME, CRIMP, ... 
CRIME      1:   CRIMP, ... 
finished with 4 guesses

Wordle: 'KNOLL'
Guess  # remaining words including:
DUSKY     58:   ABACK, ACKEE, ANKLE, BAKER, BATIK, BIKER, BLACK, ... 
CRANK      4:   KNIFE, KNOLL, KNOWN, TOKEN, ... 
KNOLL      1:   KNOLL, ... 
finished with 4 guesses

Wordle: 'SUGAR'
Guess  # remaining words including:
AUDIO     11:   BUBBA, BULLA, BURKA, BURQA, BURSA, CULPA, CUPPA, ... 
LUNAR      1:   SUGAR, ... 
finished with 3 guesses

Wordle: 'WHACK'
Guess  # remaining words including:
DECRY    194:   ABACK, ACING, ACTIN, ANTIC, ASPIC, ATTIC, BASIC, ... 
POUCH      4:   CHICA, CHICK, THICK, WHACK, ... 
THICK      1:   WHACK, ... 
finished with 4 guesses

Wordle: 'MOUNT'
Guess  # remaining words including:
AMEND      1:   MOUNT, ... 
finished with 2 guesses

Wordle: 'PERKY'
Guess  # remaining words including:
BRUIN    266:   ACRES, ACTOR, ADDER, ADORE, AFORE, AFTER, AGGRO, ... 
FARTS     11:   CORED, CORER, CORKY, DORKY, MERCY, MERGE, MERRY, ... 
CORKY      1:   PERKY, ... 
finished with 4 guesses

Wordle: 'COULD'
Guess  # remaining words including:
COINS     37:   COACH, COBRA, COCKY, COCOA, CODEC, CODED, CODER, ... 
COMER      9:   COACH, COCKY, COCOA, COOPT, COTTA, COUCH, COUGH, ... 
COTTA      5:   COCKY, COUCH, COUGH, COULD, COYLY, ... 
COYLY      1:   COULD, ... 
finished with 5 guesses

Wordle: 'THOSE'
Guess  # remaining words including:
BOWED     62:   AEONS, AFORE, ALONE, ANOLE, AROSE, ATONE, AZOLE, ... 
EXTOL      7:   ATONE, QUOTE, STONE, STORE, STOVE, TEMPO, THOSE, ... 
THOSE      1:   THOSE, ... 
finished with 4 guesses

Wordle: 'EXIST'
Guess  # remaining words including:
BLOCK    694:   ADAGE, ADAPT, ADDED, ADDER, ADEPT, ADIEU, ADITS, ... 
DREGS     28:   AMUSE, ANISE, ASHEN, ASPEN, ASSET, ENSUE, ESSAY, ... 
ASHEN      5:   EXIST, MESSY, SETUP, SPITE, SUITE, ... 
SETUP      1:   EXIST, ... 
finished with 5 guesses

Wordle: 'SHARD'
Guess  # remaining words including:
EXPOS     96:   ANGST, ANTSY, ARTSY, ASANA, ASSAY, ASTIR, ASURA, ... 
SHIFT      3:   SHALL, SHARD, SHARK, ... 
SHARD      1:   SHARD, ... 
finished with 4 guesses

Wordle: 'PLEAT'
Guess  # remaining words including:
BEAKS    139:   ACHED, ACTED, ACUTE, ADDED, ADDER, ADDLE, ADEPT, ... 
AMEND     10:   CHEAP, CHEAT, CLEAR, CLEAT, FAERY, GREAT, OPERA, ... 
TREAT      4:   CHEAT, CLEAT, PLEAT, WHEAT, ... 
WHEAT      2:   CLEAT, PLEAT, ... 
PLEAT      1:   PLEAT, ... 
finished with 6 guesses

Wordle: 'SKILL'
Guess  # remaining words including:
DOYEN    380:   ABACK, ABUTS, AFFIX, ALARM, ALBUM, ALGAL, ALIAS, ... 
BRUSH     60:   ALIAS, ASPIC, ATLAS, AXILS, CALFS, CALLS, CALMS, ... 
FLATS      1:   SKILL, ... 
finished with 4 guesses

Wordle: 'CYNIC'
Guess  # remaining words including:
TOPIC      6:   BASIC, CIVIC, CUBIC, CYNIC, MAGIC, MUSIC, ... 
CYNIC      1:   CYNIC, ... 
finished with 3 guesses

Wordle: 'AROMA'
Guess  # remaining words including:
CHEAT    232:   ABAYA, ABYSS, ADIOS, ADMIN, ADOBO, ADORN, AFFIX, ... 
FLAWS     58:   ADMIN, ADOBO, ADORN, AGGRO, AGING, AGONY, AGORA, ... 
AUDIO      9:   AGONY, AGORA, AMONG, ANNOY, APRON, ARBOR, ARGON, ... 
ARBOR      1:   AROMA, ... 
finished with 5 guesses

It’s pretty impressive! Only 4 of the 16 words required more than 4 guesses. Maybe this was a fluke so let’s do it 1000 times and average the result. The table below shows the average number of guesses required and the distribution of scores for each wordle. I think it clearly illustrates that Hard Mode Wordle is very easy too with only 42 of the 16000 games played resulting in failure against random play. When run against 250 randomly chosen words, failure rate is about 6%

                          Guesses
  Wordle   Avg    1    2     3     4     5     6   >6
------------------------------------------------------
 'POINT'   4.5    0    3   119   381   386   108    3
 'ROBOT'   3.9    0   11   252   576   159     2    0
 'CRIMP'   4.1    0    3   168   539   260    30    0
 'KNOLL'   4.1    0    7   200   534   241    18    0
 'SUGAR'   3.9    0   26   253   554   162     5    0
 'WHACK'   4.0    0   27   230   458   253    30    2
 'MOUNT'   4.1    0   12   166   523   277    22    0
 'PERKY'   4.4    0   16   154   330   392   102    6
 'COULD'   4.2    0    5   173   494   287    37    4
 'THOSE'   4.2    0   13   205   464   251    65    2
 'EXIST'   4.1    0   15   165   523   257    39    1
 'SHARD'   4.5    0   26   140   280   394   146   14
 'PLEAT'   4.4    0    6   142   372   375    98    7
 'SKILL'   4.2    0    4   123   594   263    16    0
 'CYNIC'   4.1    0    5   199   543   231    22    0
 'AROMA'   4.3    0    6   173   432   312    74    3

 ' 250 '   4.5    0   10   146   366   286   128   64

Conclusion

If we assume the words in their database are recognisable to the average player, Wordle can be played with a fairly ‘blind’ strategy and in that sense it is easy to play, even in Hard Mode. If NYT wants to make it harder, they should stop signalling that letters are in their correct position; i.e. use only yellow flags. I estimate that the effect of that is to increase the failure rate from 6% to about 38%.

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