Stochastic parrot

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Stochastic parrot

Quality:

Stochastic parrot - metaphor to describe the theory that large language models, though able to generate plausible language, do not understand the meaning of the language they process. Article “Stochastic parrot” in English Wikipedia has 55.5 points for quality (as of July 1, 2026). The article contains 53 references and 17 sections.

This article has the best quality in Catalan Wikipedia. However, this article is the most popular in English version.

In June 2026 the article “Stochastic parrot” was edited by 4 authors in English Wikipedia and written by 10 authors in all languages.

Since the creation of article “Stochastic parrot”, its content was written by 68 registered users of English Wikipedia and edited by 127 registered Wikipedia users in all languages.

The article is cited 166 times in English Wikipedia and cited 581 times in all languages.

The highest Authors Interest rank from 2001:

  • Local (English): #12282 in May 2023
  • Global: #10340 in October 2025

The highest popularity rank from 2008:

  • Local (English): #28317 in June 2023
  • Global: #59266 in June 2023

There are 15 language versions for this article in the WikiRank database (of the considered 55 Wikipedia language editions).

The quality and popularity assessment was based on Wikipédia dumps from July 1, 2026 (including revision history and pageviews for previous years).

The table below shows the language versions of the article with the highest quality.

Languages with the highest quality

#LanguageQuality gradeQuality score
1Catalan (ca)
Lloro estocàstic
58.3073
2English (en)
Stochastic parrot
55.5301
3Chinese (zh)
随机鹦鹉
50.6802
4Vietnamese (vi)
Con vẹt ngẫu tính
48.3733
5Russian (ru)
Стохастический попугай
35.636
6Japanese (ja)
確率的オウム
34.8498
7Portuguese (pt)
Papagaio estocástico
34.266
8Polish (pl)
Papuga stochastyczna
32.8533
9German (de)
Stochastischer Papagei
29.1033
10Arabic (ar)
الببغاء الاحتمالي
28.2736
More...

The following table shows the most popular language versions of the article.

Most popular in all the time

The most popular language versions of the article "Stochastic parrot" in all the time
#LanguagePopularity awardRelative popularity
1English (en)
Stochastic parrot
315 852
2Japanese (ja)
確率的オウム
9 356
3Russian (ru)
Стохастический попугай
9 305
4French (fr)
Perroquet stochastique
4 984
5Chinese (zh)
随机鹦鹉
4 727
6Polish (pl)
Papuga stochastyczna
2 093
7Korean (ko)
확률적 앵무새
1 899
8Italian (it)
Pappagallo stocastico
1 892
9German (de)
Stochastischer Papagei
1 757
10Portuguese (pt)
Papagaio estocástico
1 103
More...

The following table shows the language versions of the article with the highest popularity in the last month.

Most popular in June 2026

The most popular language versions of the article "Stochastic parrot" in June 2026
#LanguagePopularity awardRelative popularity
1English (en)
Stochastic parrot
9 030
2German (de)
Stochastischer Papagei
607
3French (fr)
Perroquet stochastique
524
4Japanese (ja)
確率的オウム
491
5Italian (it)
Pappagallo stocastico
422
6Russian (ru)
Стохастический попугай
418
7Chinese (zh)
随机鹦鹉
281
8Polish (pl)
Papuga stochastyczna
165
9Korean (ko)
확률적 앵무새
81
10Portuguese (pt)
Papagaio estocástico
80
More...

The following table shows the language versions of the article with the highest Authors’ Interest.

The highest AI

Language versions of the article "Stochastic parrot" with the highest Authors Interest (number of authors). Only registered Wikipedia users were taken into account.
#LanguageAI awardRelative AI
1English (en)
Stochastic parrot
68
2French (fr)
Perroquet stochastique
13
3Italian (it)
Pappagallo stocastico
9
4German (de)
Stochastischer Papagei
6
5Japanese (ja)
確率的オウム
5
6Russian (ru)
Стохастический попугай
5
7Chinese (zh)
随机鹦鹉
5
8Catalan (ca)
Lloro estocàstic
3
9Galician (gl)
Papagaio estocástico
3
10Portuguese (pt)
Papagaio estocástico
3
More...

The following table shows the language versions of the article with the highest Authors’ Interest in the last month.

The highest AI in June 2026

Language versions of the article "Stochastic parrot" with the highest AI in June 2026
#LanguageAI awardRelative AI
1English (en)
Stochastic parrot
4
2French (fr)
Perroquet stochastique
2
3Italian (it)
Pappagallo stocastico
2
4Basque (eu)
Loro estokastiko
1
5Russian (ru)
Стохастический попугай
1
6Arabic (ar)
الببغاء الاحتمالي
0
7Catalan (ca)
Lloro estocàstic
0
8German (de)
Stochastischer Papagei
0
9Galician (gl)
Papagaio estocástico
0
10Japanese (ja)
確率的オウム
0
More...

The following table shows the language versions of the article with the highest number of citations.

The highest CI

Language versions of the article "Stochastic parrot" with the highest Citation Index (CI)
#LanguageCI awardRelative CI
1English (en)
Stochastic parrot
166
2Russian (ru)
Стохастический попугай
87
3Arabic (ar)
الببغاء الاحتمالي
71
4French (fr)
Perroquet stochastique
65
5Portuguese (pt)
Papagaio estocástico
59
6Polish (pl)
Papuga stochastyczna
50
7Korean (ko)
확률적 앵무새
42
8Japanese (ja)
確率的オウム
28
9German (de)
Stochastischer Papagei
3
10Galician (gl)
Papagaio estocástico
3
More...

Scores

Estimated value for Wikipedia:
English:
Global:
Popularity in June 2026:
English:
Global:
Popularity in all years:
English:
Global:
Authors in June 2026:
English:
Global:
Registered authors in all years:
English:
Global:
Citations:
English:
Global:

Quality measures

Interwikis

#LanguageValue
arArabic
الببغاء الاحتمالي
caCatalan
Lloro estocàstic
deGerman
Stochastischer Papagei
enEnglish
Stochastic parrot
euBasque
Loro estokastiko
frFrench
Perroquet stochastique
glGalician
Papagaio estocástico
itItalian
Pappagallo stocastico
jaJapanese
確率的オウム
koKorean
확률적 앵무새
plPolish
Papuga stochastyczna
ptPortuguese
Papagaio estocástico
ruRussian
Стохастический попугай
viVietnamese
Con vẹt ngẫu tính
zhChinese
随机鹦鹉

Popularity rank trends

Best Rank English:
#28317
06.2023
Global:
#59266
06.2023

AI rank trends

Best Rank English:
#12282
05.2023
Global:
#10340
10.2025

Languages comparison

Important global interconnections (July 2025 – June 2026)

Wikipedia readers most often find their way to information on Stochastic parrot from Wikipedia articles about Timnit Gebru, Hallucination, Chinese room, Generative artificial intelligence and Emily M. Bender. Whereas reading the article about Stochastic parrot people most often go to Wikipedia articles on Emily M. Bender, Timnit Gebru, Chinese room, Margaret Mitchell and Grokking.

Cumulative results of quality and popularity of the Wikipedia article

List of Wikipedia articles in different languages (starting with the most popular):

News from 1 July 2026

On 1 July 2026 in multilingual Wikipedia, Internet users most often read articles on the following topics: 2026 FIFA World Cup, Kylian Mbappé, Erling Haaland, Democratic Republic of the Congo, FIFA World Cup, Harry Kane, Romelu Lukaku, Senegal, Michael Olise, Sadio Mané.

In English Wikipedia the most popular articles on that day were: 2026 FIFA World Cup, Harry Kane, Julián Quiñones, List of FIFA World Cup top goalscorers, Kylian Mbappé, Democratic Republic of the Congo, Erling Haaland, DR Congo national football team, Melat Kiros, FIFA World Cup.

About WikiRank

The WikiRank project is intended for automatic relative evaluation of the articles in the various language versions of Wikipedia. At the moment the service allows to compare over 50 million Wikipedia articles in 55 languages. Quality scores of articles are based on Wikipedia dumps from July, 2026. When calculating current popularity and AI of articles data from June 2026 was taken into account. For historical values of popularity and AI WikiRank used data from 2001 to 2026... More information