Contexto
Contexto #54August 12, 2026

The answer was “snail

Contexto answer for August 12, 2026. Below is the word’s semantic neighbourhood — the words the puzzle ranked closest to snail— and how quickly the ranking falls away from it.

Letters

5

The words closest to “snail

Every one of the 99,949 words in the dictionary was scored against snail by cosine similarity between their embedding vectors, then sorted. These are the nearest everyday nouns, with the rank a player would have seen had they guessed them. Plural forms and proper nouns are folded out of this list — in the raw ranking they crowd the top.

  1. #2gastropod0.788
  2. #5mollusk0.761
  3. #11freshwater0.677
  4. #23ant0.612
  5. #26shark0.608
  6. #33dolphin0.600
  7. #34aquatic0.597
  8. #36moth0.589
  9. #41snake0.583
  10. #43lizard0.582
  11. #47frog0.580
  12. #50insects0.578

How fast the trail goes cold

Rank is not linear in meaning. The gap between rank 10 and rank 100 is far wider than the raw numbers suggest, which is why a guess at rank 400 can feel maddeningly close and still be nowhere near. Here is what each depth actually looked like for snail:

RankWord at that depthSimilarity
#50insects0.578
#256crocodile0.471
#1,002island0.380
#10,000bulbs0.208

Play today’s puzzle

A new secret word is waiting — August 18, 2026

About this puzzle

On August 12, 2026, the Contexto secret word was snail— puzzle #54 with 5 letters. Players had to narrow in purely through meaning, with no letter or spelling clues to work from.

Not sure how the ranking works or want the full strategy breakdown? The how to play guide covers the semantic ranking mechanic, hint types, and tips for narrowing in faster.