What Is Contexto?
Contexto is a daily word game that measures meaning, not spelling. You guess words and the game tells you how semantically close your guess is to the secret word using a numerical ranking system. Rank 1 means you found it. Rank 500 means you're in the right general area. Rank 10,000 means you're conceptually miles away. There are no letter clues, no color tiles, no word-length hints — just pure semantic similarity.
The game launched in 2022 and was developed by an independent creator who built it around word embedding models — the same technology that powers language AI systems like GPT. Word embeddings map every word to a point in a high-dimensional space where words with similar meanings cluster together. "Dog" and "puppy" are close neighbors. "Dog" and "stock market" are far apart. Contexto uses these spatial relationships to rank your guesses.
Contexto has attracted a dedicated player base among people who find letter-based word games too constraining. In Wordle, you need spelling knowledge. In Contexto, you need vocabulary breadth and an intuitive sense of how concepts relate. The game appeals to language enthusiasts, puzzle solvers, and anyone who enjoys exploring the hidden structure of meaning in language.
The game has no official mobile app — it runs as a web app at contexto.me. Each day's puzzle gets a game number that increments by one, and the game has been running continuously since launch. As of mid-2025, the game numbers are well into the hundreds, reflecting hundreds of daily puzzles.
How Contexto Works: The Mechanics Behind Semantic Guessing
When you type a guess into Contexto, the game compares it against every word in its vocabulary using a pre-computed word embedding model. The model assigns each word a numerical vector — a list of hundreds of numbers that capture the word's meaning. Words with similar meanings have vectors that point in similar directions. The game calculates the distance between your guess's vector and the secret word's vector, then ranks all possible words by that distance.
The ranking system is intuitive: a lower number means closer. Rank 1 is the answer itself. The top 500 words are typically strong synonyms or directly related concepts. Words ranked 500-2,000 share a general category or domain with the answer. Words ranked above 5,000 are usually only tangentially related — they might share a grammatical category or a very loose association.
Contexto has no guess limit. You can guess as many times as you want. The daily puzzle resets based on the server's timezone. Unlike Wordle, which resets at midnight local time, Contexto follows a fixed server-side schedule. This means the new puzzle appears at the same universal time for everyone, regardless of their location.
One important mechanic: Contexto ranks the top 15,000+ words in its vocabulary, not just a curated answer list. This means you can guess common words ("happy," "water," "run") or obscure words ("sesquipedalian," "syzygy") and get a meaningful ranking for both. The game accepts essentially any English word in its dictionary.
Today's Contexto Answer: How to Find It
The current Contexto answer is displayed at the top of this page. Click the "Reveal Answer" button to see it, or use the "Hide Answer" button if you changed your mind. The answer card shows the game number and date so you know exactly which puzzle you're looking at.
We fetch the answer from the official Contexto API, so it's always accurate and synchronized with the game. If the API is temporarily unavailable, the page will show an error message and you can try again in a few minutes. The game number and date are calculated from Contexto's own numbering system, which has been counting up since the game launched.
For older puzzles, visit our Contexto Archive page. The archive lets you browse by date or game number and reveal the answer for any historical puzzle. We maintain a complete record of every Contexto puzzle since the game's early days.
Past Contexto Answers: Archives and Word Patterns
Contexto answers span the full range of English vocabulary — from common words like "happy," "dog," and "money" to more abstract concepts like "silence," "justice," and "possibility." Unlike Wordle, which restricts answers to a curated 2,300-word list, Contexto can theoretically use any word in its vocabulary as a daily answer.
Looking at historical Contexto answers, there's a noticeable bias toward concrete nouns and common adjectives. Abstract concepts appear regularly but not as frequently as tangible things. Verbs are less common as answers compared to Wordle, where every answer is a verb-able word. This pattern reflects the word embedding model's training data — words that appear frequently in diverse contexts tend to be more "central" in the semantic space and thus more likely to be selected.
Our Contexto archive is the most comprehensive collection of historical answers available. You can use it to study which types of words appear most frequently, or just to look up a puzzle you missed. The archive is searchable by both date and game number.
Contexto Strategy: How to Solve Puzzles Faster
Start with broad categories
Your first 3-5 guesses should be broad category words: "person," "place," "thing," "action," "feeling," "animal," "food," "color." These give you a rapid survey of the semantic landscape. If "animal" ranks 200 and "feeling" ranks 8,000, you know the answer is likely related to living things, not emotions. This narrows your search space dramatically.
Follow the semantic trail
When a word ranks well (under 1,000), explore its semantic neighborhood. If "music" ranks 300, try "song," "instrument," "melody," "rhythm," "band," "concert." Each follow-up guess either moves you closer or tells you you've gone down the wrong branch. This systematic exploration is more effective than random guessing.
Pay attention to ranking jumps
If your ranking drops from 5,000 to 200 in a single guess, you've found a major semantic landmark. That word and the answer share a strong conceptual connection. Use that word as a springboard for your next guesses. If the jump is small (say, 5,000 to 4,800), you're moving in the right direction but haven't found the right domain yet.
Think about word relationships, not just synonyms
Contexto understands more than synonyms. Antonyms ("hot" and "cold"), category members ("apple" and "orange"), associated concepts ("doctor" and "hospital"), and even cultural associations ("football" and "Sunday") all influence the ranking. If you're stuck, try guessing words that are related to the answer by association rather than similarity.
Consider word frequency and concreteness
Contexto answers tend to be relatively common words. Obscure scientific terms, archaic words, and highly technical jargon are unlikely to be the answer. If you've narrowed the domain to "medical terms" but none of your medical guesses rank well, the answer might be a more common health-related word like "pain" or "sleep" rather than a specific condition.
Contexto Statistics: What We Know
Unlimited
Guesses allowed per puzzle
No guess limit means difficulty is purely conceptual
~15,000+
Words ranked per puzzle
Every guess gets a position in the ranked list
~30-100
Average guesses to solve
Varies widely by player experience and word difficulty
~60%
Concrete nouns in answers
Tangible things appear more often than abstract concepts
Contexto doesn't publish official player statistics, but community data from Reddit and Discord suggests that the average player solves each puzzle in 30-100 guesses. Experienced players who know the system well can often solve in under 30 guesses by starting with efficient category words. The hardest puzzles tend to be abstract concepts like "silence," "nothing," or "time" — words that are semantically connected to many different domains but don't belong strongly to any single one.
The word embedding model that Contexto uses is trained on large-scale text corpora. This means the model reflects common usage patterns in English. Words that appear frequently in similar contexts (like "coffee" and "morning") will rank close to each other. Words that appear in very different contexts (like "quantum" and "recipe") will rank far apart. Understanding these patterns is the key to improving your Contexto game.
