Opener Lab

Compare NGONI

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NGONI F
84.5%
of words eliminated

How NGONI performs

Played first, NGONI removes about 84.5% of the possible-answer list on average and scores 3.68 bits of information. Its first-turn information ranks #13,190 out of 14,855 Wordle guesses tested. It is not on the possible-answer list, but it can still be useful because of the feedback groups it creates.

Tried against 1,858 past Wordle answers, NGONI left an average of 361 possible answers standing after the first guess. Its largest group in that replay came on July 16, 2026, when the answer was BUTTE and 783 candidates survived.

First-guess odds

OutcomeNGONI
First-turn solve*0%
At least one green19.5%
Any green or yellow66.8%
Whole row gray33.2%
Worst case answers left783

*Treating every word in the possible-answer list as equally likely.