Guess 2/3 of the average: method
p-beauty contest (guessing game), p = 2/3
Scorer version: 1 (two-thirds game scorer version)
← Back to the testWhat it measures
What it is: a strategic guessing game that shows how many steps a player reasons about what others will do (level-k thinking), and, for the whole group, the spread of guesses. What it isn't: a measure of intelligence or of an individual trait.
Procedure
One round lasts one ISO week in UTC (Monday 00:00 to the next Monday 00:00). A player submits one whole number from 0 to 100. One guess per website visitor id and per internet connection counts in each round; later guesses are stored but not counted. The running average is never shown during the round. After the round ends (plus 5 minutes grace), the result is computed with exact fractions, but only if at least 30 guesses counted: average, target = 2/3 x average, winning guess or guesses (closest to the target; ties share), the full histogram and every number's rank.
Parameters
| Parameter | Value |
|---|---|
| p | 2/3 |
| Range | whole numbers 0 to 100 |
| Round | one ISO week, UTC |
| Counted guesses | one per visitor id and per internet connection per round |
| Minimum players for a result | 30 |
| Highest possible target | 66.7 |
| Reasoning ladder | levels 0-4: 50, 33.3, 22.2, 14.8, 9.9; equilibrium 0 |
Scoring
Immediate feedback: the guess is placed on the nearest rung of the reasoning ladder (level k = 50 x (2/3)^k, k = 0 to 4) or on the equilibrium (0); a guess above 66.7 is marked as one that can never win. The guess is also compared with four published contests (distance to each target, and whether it is at least as close as the published winning number): Nagel 1995 lab first round (average 36.73, target 24.49), Financial Times 1997 (18.91, 12.61, winner 13), Spektrum der Wissenschaft 1997 (22.08, 14.72, winner 14.7), Politiken 2005 (32.41, 21.6, winner 21.6). Round result: average, target, winners, histogram, rank of each number.
Valid-run rules
Only whole numbers from 0 to 100 are accepted. A second guess from the same visitor id or the same internet connection in a round is stored as 'already played' and not counted, so people sharing a network count once. Rounds with fewer than 30 counted guesses have no published result. Bot signals and quality flags are stored with each guess.
Differences from the classic task
Lab versions used small paid groups and repeated rounds; newspaper contests used one large round with prizes. Here rounds are weekly, open to anyone, unpaid, and the player pool changes every week. Some published contests allowed decimals; this game allows whole numbers only.
Limitations
The players are self-selected website visitors, and some know the game, so targets vary from week to week. Counting one guess per internet connection merges people on shared networks. A single guess says little about a person. Not a measure of intelligence; no clinical use.
Languages and review status
Numbers only; instructions in all site languages. All languages play in the same weekly round.
Review status by instruction language
Published instruction languages are listed below. Translation method: machine-assisted translation with automated script and spelling checks. Language-specific material is described above; native-speaker review is not documented here.
| Instruction language | Documented review status |
|---|---|
| English | Original English text. |
| Afaan Oromoo | Automated script and spelling checks; native-speaker review not documented. |
| Afrikaans | Automated script and spelling checks; native-speaker review not documented. |
| Akan | Automated script and spelling checks; native-speaker review not documented. |
| Azərbaycan dili | Automated script and spelling checks; native-speaker review not documented. |
| Bahasa Indonesia | Automated script and spelling checks; native-speaker review not documented. |
| Bahasa Melayu | Automated script and spelling checks; native-speaker review not documented. |
| Bosanski | Automated script and spelling checks; native-speaker review not documented. |
| Català | Automated script and spelling checks; native-speaker review not documented. |
| Čeština | Automated script and spelling checks; native-speaker review not documented. |
| Chichewa | Automated script and spelling checks; native-speaker review not documented. |
| ChiShona | Automated script and spelling checks; native-speaker review not documented. |
| Dansk | Automated script and spelling checks; native-speaker review not documented. |
| Deutsch | Automated script and spelling checks; native-speaker review not documented. |
| Eesti | Automated script and spelling checks; native-speaker review not documented. |
| Español | Automated script and spelling checks; native-speaker review not documented. |
| Filipino | Automated script and spelling checks; native-speaker review not documented. |
| Français | Automated script and spelling checks; native-speaker review not documented. |
| Galego | Automated script and spelling checks; native-speaker review not documented. |
| Hausa | Automated script and spelling checks; native-speaker review not documented. |
| Hmoob | Automated script and spelling checks; native-speaker review not documented. |
| Hrvatski | Automated script and spelling checks; native-speaker review not documented. |
| Igbo | Automated script and spelling checks; native-speaker review not documented. |
| Ikinyarwanda | Automated script and spelling checks; native-speaker review not documented. |
| isiXhosa | Automated script and spelling checks; native-speaker review not documented. |
| isiZulu | Automated script and spelling checks; native-speaker review not documented. |
| Italiano | Automated script and spelling checks; native-speaker review not documented. |
| Kiswahili | Automated script and spelling checks; native-speaker review not documented. |
| Kurmancî | Automated script and spelling checks; native-speaker review not documented. |
| Latviešu | Automated script and spelling checks; native-speaker review not documented. |
| Lietuvių | Automated script and spelling checks; native-speaker review not documented. |
| Lingála | Automated script and spelling checks; native-speaker review not documented. |
| Magyar | Automated script and spelling checks; native-speaker review not documented. |
| Malagasy | Automated script and spelling checks; native-speaker review not documented. |
| Nederlands | Automated script and spelling checks; native-speaker review not documented. |
| Norsk bokmål | Automated script and spelling checks; native-speaker review not documented. |
| Oʻzbekcha | Automated script and spelling checks; native-speaker review not documented. |
| Polski | Automated script and spelling checks; native-speaker review not documented. |
| Português | Automated script and spelling checks; native-speaker review not documented. |
| Română | Automated script and spelling checks; native-speaker review not documented. |
| Sesotho | Automated script and spelling checks; native-speaker review not documented. |
| Setswana | Automated script and spelling checks; native-speaker review not documented. |
| Shqip | Automated script and spelling checks; native-speaker review not documented. |
| Slovenčina | Automated script and spelling checks; native-speaker review not documented. |
| Slovenščina | Automated script and spelling checks; native-speaker review not documented. |
| Soomaali | Automated script and spelling checks; native-speaker review not documented. |
| Srpski | Automated script and spelling checks; native-speaker review not documented. |
| Suomi | Automated script and spelling checks; native-speaker review not documented. |
| Svenska | Automated script and spelling checks; native-speaker review not documented. |
| Tiếng Việt | Automated script and spelling checks; native-speaker review not documented. |
| Türkçe | Automated script and spelling checks; native-speaker review not documented. |
| Türkmençe | Automated script and spelling checks; native-speaker review not documented. |
| Yorùbá | Automated script and spelling checks; native-speaker review not documented. |
| Ελληνικά | Automated script and spelling checks; native-speaker review not documented. |
| Български | Automated script and spelling checks; native-speaker review not documented. |
| Кыргызча | Automated script and spelling checks; native-speaker review not documented. |
| Қазақ тілі | Automated script and spelling checks; native-speaker review not documented. |
| Македонски | Automated script and spelling checks; native-speaker review not documented. |
| Монгол | Automated script and spelling checks; native-speaker review not documented. |
| Русский | Automated script and spelling checks; native-speaker review not documented. |
| Татарча | Automated script and spelling checks; native-speaker review not documented. |
| Тоҷикӣ | Automated script and spelling checks; native-speaker review not documented. |
| Українська | Automated script and spelling checks; native-speaker review not documented. |
| ქართული | Automated script and spelling checks; native-speaker review not documented. |
| Հայերեն | Automated script and spelling checks; native-speaker review not documented. |
| עברית | Automated script and spelling checks; native-speaker review not documented. |
| ئۇيغۇرچە | Automated script and spelling checks; native-speaker review not documented. |
| اردو | Automated script and spelling checks; native-speaker review not documented. |
| العربية | Automated script and spelling checks; native-speaker review not documented. |
| پښتو | Automated script and spelling checks; native-speaker review not documented. |
| پنجابی | Automated script and spelling checks; native-speaker review not documented. |
| سنڌي | Automated script and spelling checks; native-speaker review not documented. |
| فارسی | Automated script and spelling checks; native-speaker review not documented. |
| کوردیی ناوەندی | Automated script and spelling checks; native-speaker review not documented. |
| ትግርኛ | Automated script and spelling checks; native-speaker review not documented. |
| አማርኛ | Automated script and spelling checks; native-speaker review not documented. |
| कोंकणी | Automated script and spelling checks; native-speaker review not documented. |
| नेपाली | Automated script and spelling checks; native-speaker review not documented. |
| मराठी | Automated script and spelling checks; native-speaker review not documented. |
| मैथिली | Automated script and spelling checks; native-speaker review not documented. |
| हिन्दी | Automated script and spelling checks; native-speaker review not documented. |
| অসমীয়া | Automated script and spelling checks; native-speaker review not documented. |
| বাংলা | Automated script and spelling checks; native-speaker review not documented. |
| ਪੰਜਾਬੀ | Automated script and spelling checks; native-speaker review not documented. |
| ગુજરાતી | Automated script and spelling checks; native-speaker review not documented. |
| ଓଡ଼ିଆ | Automated script and spelling checks; native-speaker review not documented. |
| தமிழ் | Automated script and spelling checks; native-speaker review not documented. |
| తెలుగు | Automated script and spelling checks; native-speaker review not documented. |
| ಕನ್ನಡ | Automated script and spelling checks; native-speaker review not documented. |
| മലയാളം | Automated script and spelling checks; native-speaker review not documented. |
| සිංහල | Automated script and spelling checks; native-speaker review not documented. |
| ไทย | Automated script and spelling checks; native-speaker review not documented. |
| ລາວ | Automated script and spelling checks; native-speaker review not documented. |
| မြန်မာ | Automated script and spelling checks; native-speaker review not documented. |
| ខ្មែរ | Automated script and spelling checks; native-speaker review not documented. |
| 한국어 | Automated script and spelling checks; native-speaker review not documented. |
| 日本語 | Automated script and spelling checks; native-speaker review not documented. |
| 简体中文 | Automated script and spelling checks; native-speaker review not documented. |
| 粵語 | Automated script and spelling checks; native-speaker review not documented. |
| 繁體中文 | Automated script and spelling checks; native-speaker review not documented. |
How to cite
Helibrain (2026). Guess 2/3 of the average, v1. https://helibrain.com/guess-two-thirds-of-the-average/methods
Changelog
· Version 1 · Initial methods publication for the current released task.
References
Nagel, R. (1995). Unraveling in guessing games: An experimental study. American Economic Review, 85(5), 1313-1326. https://www.jstor.org/stable/2950991
original lab experiment (no DOI exists; JSTOR stable URL given)
Bosch-Domènech, A., Montalvo, J. G., Nagel, R., & Satorra, A. (2002). One, two, (three), infinity, ...: Newspaper and lab beauty-contest experiments. American Economic Review, 92(5), 1687-1701.
https://doi.org/10.1257/000282802762024737large newspaper contests (reference values on the page)
Stahl, D. O., & Wilson, P. W. (1995). On players' models of other players: Theory and experimental evidence. Games and Economic Behavior, 10(1), 218-254.
https://doi.org/10.1006/game.1995.1031level-k model of reasoning
Camerer, C. F., Ho, T.-H., & Chong, J.-K. (2004). A cognitive hierarchy model of games. Quarterly Journal of Economics, 119(3), 861-898.
https://doi.org/10.1162/0033553041502225cognitive hierarchy model
Methods text: CC BY 4.0. Attribute Helibrain and link to this method. Source datasets and task material keep their own licences; this licence covers the methods text.
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