Wordle-Solver

Wordle-Solver helps people who struggle with vocabulary to enjoy the famous game of WORDLE. So that those who find WORDLE extremely hard, just like the developer of Wordle-Solver, will not be embarrassed for not knowing the hidden word of the day or being unable to show their tries.

Wordle-Solver takes an average of 3.7 tries to pinpoint the hidden word and solves 99.7% of five-letter words commonly used in English within the limit of 6 tries if they are chosen as hidden words.

Based on probability, Wordle-Solver helps WORDLE players find the best words for the next try. At the start of the game, this Solver recommends the use of the word “OPERA” on the first try. After making a try, players enter the word used and WORDLE’s response into Wordle-Solver. Then, Wordle-Solver will show a list of recommended words based on probability. In most cases, after 3 – 4 tries, Wordle-Solver is able to pinpoint the hidden word.

How to use

Download Wordle-Solver by cloning this repo.

git clone https://github.com/jason-chao/wordle-solver.git

Run the Wordle-Solver

cd wordle-solver
python3 wordle_solver.py

Open WORDLE

Enter a word into WORDLE. This Solver recommends the use of the word “OPERA” on the first try for the best search results.

Enter WORDLE’s response into Wordle-Solver

When WORDLE tells you the result of the first try, enter the word and WORDLE’s response using the symbols indicated below into Wordle-Solver. For the time being, Wordle-Solver is only available as a command-line (CLI) application. Since command-line applications cannot easily handle colours, players need to map the colours of WORDLE’s letter tiles to the following symbols.

Use _ for ⬜ indicating a letter not in the hidden word in any spot Use ? for 🟨 indicating a letter in the hidden word but in the wrong spot Use + for 🟩 indicating a letter in the hidden word and in the correct spot

You should enter the result into Wordle-Solver in the format of word:symbols (the word, a colon : and the symbols). For example, for the screenshot above as an example, the input into Wordle-Solver should look like opera:_?+?_.

Please enter you last try as word:symbols
opera:_?+?_
Suggested words (from simple word list):
        press

Pick a suggested word shown by Wordle-Solver. Enter it into WORDLE. Repeat this step until Wordle-Solver finds the hidden word for you.

Tips

The WORDLE game only accepts on its own word list on every try. There is a possibility that WORDLE rejects all the words suggested by Wordle-Solver. In this case, enter the command !extended into Wordle-Solver to manually switch to the extended word list. Then, Wordle-Solver will begin to suggest words from the extended word list.

Wordle-Solver uses two lists of English words. One is called “simple” and the other one is called “extended”. The “extended” list has about 11 times more words than the simple list. As one can imagine, the extended list contains many rarely used English words. By default, Wordle-Solver searches for words on the “simple” list only. When no suggestions could be made from the “simple” list, Wordle-Solver will switch to the “extended” list to broaden the search. Except in the case mentioned case, the switch is usually automatic.

A more user-friendly interface

This command-line application is just a proof of concept. A web interface is under construction and will be released soon.

The search strategy

Wordle-Solver uses every bit of information gained from WORDLE’s responses to build the search criteria. The responses from the tries will help Wordle-Solver narrow down to a single, if not a few, possible English word(s). Usually, in the first two or three tires, the list of possible words may still be quite long. Wordle-Solver works out the probabilities of letters with unknown inclusion/exclusion status and suggests words with letters of higher frequencies. It does not matter whether or not these high-frequency letters end up in the hidden word. WORDLE’s responses to these high-frequency letters will help Wordle-Solver shrink the search space efficiently.

The developer of Wordle-Solver experimented with a number of other approaches. He found that the approach now implemented in the Wordle-Solver would produce the best results given the limited he has on this mini-project.

Credits

The “simple” word list is derived from MIT’s 10000-word list. The “extended” word list is derived from the alpha variant of dwyl’s “List of English Words”.