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The findings in the article below have been superseded by a better analysis in this article.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

Wordle for Dummies

I’ve been playing Wordle for about a month. It’s enjoyable and the design idea of one-puzzle-per-day is inspired. This week, people have been complaining that it has become more difficult since the NYT acquired it. The purpose of this article is to show that Wordle is not difficult and that a simple strategy will almost always solve it rapidly. Indeed I adopted this strategy within days of beginning to play, eventually abandoning it to play in Hard Mode (where any revealed hints must be used in subsequent guesses) to increase the challenge. I will extend this article to deal with Hard Mode soon.

Strategy

A simple and effective way to play World is to choose three words whose letters do not overlap. I chose GREAT, NOISY and CHUMP (since dummies could be great noisy chumps). Now, when ever you begin a new puzzle, try GREAT as your first guess. Then, regardless of how you score, try NOISY next and finally, again ignoring your score, try CHUMP. Clearly this strategy requires no brain-power whatsoever … up to this point. Now, however, I claim that you will usually have sufficient information to find the word on your fourth guess or occasionally you will need one further considered choice before concluding on your fifth.

Testing It

To test this out, I asked my computer to apply this strategy. I downloaded a file containing about 2,500 five-letter words. (Wordle is said to have about 2,500 words in its database). Then, for each of 16 words which have been set by Wordle in the past month, the program scored them against GREAT, NOISY and CHUMP. Using the scores (green, yellow and black) to filter out impossible words from the database, it looked to see what words remained. Here are the results (explained below):

Wordle: 'POINT'
Guess  # remaining words including:
GREAT     28:   BLUNT, BOOST, BUILT, BUNDT, CLOUT, COOPT, COUNT, ... 
NOISY      2:   JOINT, POINT, ... 
CHUMP      1:   POINT, ... 

Wordle: 'ROBOT'
Guess  # remaining words including:
GREAT     11:   BLURT, BURNT, BURST, COURT, FIRST, ROBOT, SHIRT, ... 
NOISY      2:   COURT, ROBOT, ... 
CHUMP      1:   ROBOT, ... 

Wordle: 'CRIMP'
Guess  # remaining words including:
GREAT     54:   BRICK, BRIMS, BRINK, BRINY, BRISK, BROCH, BROIL, ... 
NOISY      4:   BRICK, CRICK, CRIMP, DRILL, ... 
CHUMP      1:   CRIMP, ... 

Wordle: 'KNOLL'
Guess  # remaining words including:
GREAT    295:   BIDDY, BIJOU, BILLS, BILLY, BIMBO, BINDI, BINDS, ... 
NOISY      7:   BLOND, BLOWN, CLOWN, FLOWN, KNOCK, KNOLL, KNOWN, ... 
CHUMP      5:   BLOND, BLOWN, FLOWN, KNOLL, KNOWN, ... 

Wordle: 'SUGAR'
Guess  # remaining words including:
GREAT      2:   CIGAR, SUGAR, ... 
NOISY      1:   SUGAR, ... 
CHUMP      1:   SUGAR, ... 

Wordle: 'WHACK'
Guess  # remaining words including:
GREAT    209:   ABACK, ABAYA, ABYSS, ACIDS, ADIOS, ADMIN, ADOBO, ... 
NOISY     21:   ABACK, ALBUM, ALPHA, AWFUL, BABKA, BLACK, BUBBA, ... 
CHUMP      1:   WHACK, ... 

Wordle: 'MOUNT'
Guess  # remaining words including:
GREAT     28:   BLUNT, BOOST, BUILT, BUNDT, CLOUT, COOPT, COUNT, ... 
NOISY      3:   COUNT, DONUT, MOUNT, ... 
CHUMP      1:   MOUNT, ... 

Wordle: 'PERKY'
Guess  # remaining words including:
GREAT    123:   BERMS, BERRY, BERYL, BIKER, BONER, BORED, BORER, ... 
NOISY      8:   BERRY, DECRY, DERBY, FERRY, MERCY, MERRY, PERKY, ... 
CHUMP      2:   PERKY, REPLY, ... 

Wordle: 'COULD'
Guess  # remaining words including:
GREAT    295:   BIDDY, BIJOU, BILLS, BILLY, BIMBO, BINDI, BINDS, ... 
NOISY      8:   BOFFO, COMBO, COMMO, COMPO, COUCH, COULD, POUCH, ... 
CHUMP      1:   COULD, ... 

Wordle: 'THOSE'
Guess  # remaining words including:
GREAT     83:   BELTS, BENTO, BENTS, BESTS, BETEL, BITES, BUTTE, ... 
NOISY      1:   THOSE, ... 
CHUMP      1:   THOSE, ... 

Wordle: 'EXIST'
Guess  # remaining words including:
GREAT     22:   BEFIT, BESET, BIDET, CIVET, COMET, COVET, DEBIT, ... 
NOISY      2:   DEIST, EXIST, ... 
CHUMP      2:   DEIST, EXIST, ... 

Wordle: 'SHARD'
Guess  # remaining words including:
GREAT     80:   ABHOR, ACORN, ACRID, ADORN, ALARM, AMOUR, APRON, ... 
NOISY     19:   ASURA, BARBS, BARDS, BARKS, CARBS, CARDS, CARPS, ... 
CHUMP      2:   SHARD, SHARK, ... 

Wordle: 'PLEAT'
Guess  # remaining words including:
GREAT      6:   BLEAT, CHEAT, CLEAT, PLEAT, SWEAT, WHEAT, ... 
NOISY      5:   BLEAT, CHEAT, CLEAT, PLEAT, WHEAT, ... 
CHUMP      1:   PLEAT, ... 

Wordle: 'SKILL'
Guess  # remaining words including:
GREAT    295:   BIDDY, BIJOU, BILLS, BILLY, BIMBO, BINDI, BINDS, ... 
NOISY      5:   BLIPS, CHIPS, CLIPS, SHIPS, SKILL, ... 
CHUMP      1:   SKILL, ... 

Wordle: 'CYNIC'
Guess  # remaining words including:
GREAT    295:   BIDDY, BIJOU, BILLS, BILLY, BIMBO, BINDI, BINDS, ... 
NOISY      2:   CYNIC, VINYL, ... 
CHUMP      1:   CYNIC, ... 

Wordle: 'AROMA'
Guess  # remaining words including:
GREAT     39:   ARBOR, ARDOR, ARILS, ARMOR, AROMA, ARROW, ARSON, ... 
NOISY      6:   ARBOR, ARDOR, ARMOR, AROMA, ARROW, BRAVO, ... 
CHUMP      1:   AROMA, ... 

For example, in the case of AROMA, after GREAT was tried, all but 39 words in the database were eliminated. After NOISY, only 6 remained and following CHUMP, AROMA remains the only possible choice!!! Altogether, 12 of the 16 cases reached the only possible word after 3 guesses (or only 2 in the case of THOSE and SUGAR). Of the remaining 4, very few possible words remain. Naturally there are opportunities to short-circuit the action. For instance, only a true dummy would guess CHUMP in the first example when clearly enough information (O,I,N andT) has been gathered to reduce the possibilities to either JOINT or POINT.

Needless to remark, no program or database is required or should be used to apply this strategy. The program was only run to illustrate that sufficient information has been gathered by elimination or identification, so that very few plausible words remain. However, you must use your head to find the word.

Conclusion

So, as you can see, the basic version of Wordle is easy. Indeed, there is no reason why you should choose my three words. Here is a a different set (SWING, PROUD, CHEAT), chosen this instant only on the basis that there are no overlaps. They do even better than the first set, finding every word, some without a third guess.

Wordle: 'POINT'
Guess  # remaining words including:
SWING     23:   AMINE, AMINO, BLIND, BLINI, BLINK, BRINE, BRINK, ... 
PROUD      1:   POINT, ... 
CHEAT      1:   POINT, ... 

Wordle: 'ROBOT'
Guess  # remaining words including:
SWING    674:   ABACK, ABATE, ABAYA, ABBEY, ABBOT, ABHOR, ABODE, ... 
PROUD     40:   ABHOR, ACTOR, AORTA, BORAX, BORER, BOXER, BOYAR, ... 
CHEAT      1:   ROBOT, ... 

Wordle: 'CRIMP'
Guess  # remaining words including:
SWING     90:   ABIDE, ADIEU, AFIRE, ALIBI, ALIKE, ALIVE, AMIDE, ... 
PROUD      1:   CRIMP, ... 
CHEAT      1:   CRIMP, ... 

Wordle: 'KNOLL'
Guess  # remaining words including:
SWING    110:   ACORN, ADMAN, ADORN, ANCHO, ANKLE, ANNEX, ANNOY, ... 
PROUD      3:   ANOLE, KNOCK, KNOLL, ... 
CHEAT      1:   KNOLL, ... 

Wordle: 'SUGAR'
Guess  # remaining words including:
SWING      3:   STAGE, SUGAR, SURGE, ... 
PROUD      2:   SUGAR, SURGE, ... 
CHEAT      1:   SUGAR, ... 

Wordle: 'WHACK'
Guess  # remaining words including:
SWING     45:   ALLOW, ARROW, BAWDY, BELOW, BOWED, BOWEL, BOWER, ... 
PROUD     10:   BYLAW, BYWAY, CHEWY, FATWA, JEWEL, WATCH, WHACK, ... 
CHEAT      1:   WHACK, ... 

Wordle: 'MOUNT'
Guess  # remaining words including:
SWING     59:   ALONE, AMEND, ARENA, ATONE, BLAND, BLANK, BLEND, ... 
PROUD      2:   COUNT, MOUNT, ... 
CHEAT      1:   MOUNT, ... 

Wordle: 'PERKY'
Guess  # remaining words including:
SWING    674:   ABACK, ABATE, ABAYA, ABBEY, ABBOT, ABHOR, ABODE, ... 
PROUD      4:   PAPER, PARTY, PEARL, PERKY, ... 
CHEAT      1:   PERKY, ... 

Wordle: 'COULD'
Guess  # remaining words including:
SWING    674:   ABACK, ABATE, ABAYA, ABBEY, ABBOT, ABHOR, ABODE, ... 
PROUD      1:   COULD, ... 
CHEAT      1:   COULD, ... 

Wordle: 'THOSE'
Guess  # remaining words including:
SWING    497:   ABASE, ABETS, ABUSE, ABUTS, ABYSS, ACHES, ACRES, ... 
PROUD     20:   ALOES, ATOMS, BLOBS, BLOCS, BLOTS, BOOBS, BOOKS, ... 
CHEAT      1:   THOSE, ... 

Wordle: 'EXIST'
Guess  # remaining words including:
SWING     51:   ACIDS, ADIOS, ADITS, ALIAS, AMISS, ARIAS, ARILS, ... 
PROUD     13:   ALIAS, AMISS, AXILS, BAILS, BAITS, BLISS, CHITS, ... 
CHEAT      1:   EXIST, ... 

Wordle: 'SHARD'
Guess  # remaining words including:
SWING    118:   SADLY, SAFER, SALAD, SALES, SAUCE, SAVED, SAVES, ... 
PROUD      1:   SHARD, ... 
CHEAT      1:   SHARD, ... 

Wordle: 'PLEAT'
Guess  # remaining words including:
SWING    674:   ABACK, ABATE, ABAYA, ABBEY, ABBOT, ABHOR, ABODE, ... 
PROUD      8:   PATCH, PEACE, PEACH, PETTY, PLACE, PLATE, PLAZA, ... 
CHEAT      1:   PLEAT, ... 

Wordle: 'SKILL'
Guess  # remaining words including:
SWING     19:   SHIFT, SHIPS, SHIRT, SKIES, SKILL, SKIRT, SLICE, ... 
PROUD      8:   SHIFT, SKIES, SKILL, SLICE, SMILE, STICK, STIFF, ... 
CHEAT      1:   SKILL, ... 

Wordle: 'CYNIC'
Guess  # remaining words including:
SWING     53:   ACTIN, ADMIN, AMNIO, ANTIC, ANVIL, AUXIN, BINDI, ... 
PROUD     15:   ACTIN, ANTIC, ANVIL, CABIN, CHAIN, CINCH, CYNIC, ... 
CHEAT      1:   CYNIC, ... 

Wordle: 'AROMA'
Guess  # remaining words including:
SWING    674:   ABACK, ABATE, ABAYA, ABBEY, ABBOT, ABHOR, ABODE, ... 
PROUD     11:   AROMA, BROCH, BROKE, BROME, BROOK, BROOM, BROTH, ... 
CHEAT      1:   AROMA, ...