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Does Duolingo Work for Learning English? What Studies Found

Written by Tom Wilkinson — Cambridge CELTA

Recorded and taught by a team of British and North American English teachers, based in Oxford (UK) and Barcelona (Spain).

In this article: Does Duolingo work for English? What the studies tested, who paid for them, where the proof stops, and what to add when you reach level A2. With sources.

Yes, for the first two levels. In the studies, people who finish the beginner part of a Duolingo course (levels A1 and A2) can read and understand at about that level. One study compared the app with English classes. In grammar and vocabulary, the app did as well as the classes or better.

But the studies stop there. We found no study of a learner of English above level A2. We found no study that tested a real conversation. And in that comparison with classes, the classes were better for listening.

You should know who is writing. Zapp! English sells an English course, so we are not neutral. This page reports what the studies found. Every study is in the list at the end, so you can check what we say.

The short version

  • Does it work? Yes, at levels A1 and A2, for reading, grammar and vocabulary.
  • Who did the studies? Mostly Duolingo. Its own researchers ran six, and it paid outside researchers for four more. The studies with no company money are small.
  • English: most studies are about English speakers who learn Spanish or French. Only a few tested people who learn English.
  • App or classes? In Spain, adults who used Duolingo for 16 weeks did better than a class in grammar and in recognising words. The class improved more in listening.
  • Listening: lower than reading in Duolingo’s own studies too.
  • Speaking: tested with recordings and computers, and once by teachers in a small class. We found no test of a real conversation.
  • Level: the English course now has lessons up to B2. For English, the studies tested learners up to A2.
  • What to add: from A2, real recordings with their text, and conversation with people. Duolingo gives the same advice.

Does Duolingo work for learning English?

Most studies of Duolingo are about English speakers who learn Spanish or French. Only a few tested people who learn English. These are the four largest that we found.

Studies of people learning EnglishA1 and A2 are the two beginner levels. B1 and B2 come next.
StudyWho ran it, who paidWho was testedWhat was testedWhat was found
Duolingo’s English courses (report 2022, journal paper 2024)Duolingo’s own researchers245 adults who had finished the A2 lessons: 81 Japanese speakers, 72 Spanish speakers and 92 Portuguese speakers. They said they knew little or no English before, and used nothing except DuolingoOne reading test and one listening test at the end, from an outside test company. No test at the start. No second groupOn average, just above A2 in both (“early B1”, the authors write). For the Spanish speakers, listening was one step lower than reading. Speaking and writing were not tested
Duolingo and classes in Spain (2025)Researchers at the universities of Sheffield and Nottingham. Duolingo paid. The researchers write that they planned and did the study independently337 adults who were starting level A2, almost all in Spain. 221 used Duolingo. 116 went to classes at an Escuela Oficial de Idiomas. 16 weeksA grammar and listening test and two vocabulary tests, at the start and at the end. No speaking testBoth groups improved a little. The app group did better in grammar and in recognising words. The class improved more in listening
The first two months (Duolingo report, 2024)Duolingo’s own researchers140 beginners in their first two months. 70 of them were learning EnglishShort spoken and written tasks: for example, say hello, or answer “What’s your name?”90% correct on average. The report says: “Learners did not engage in an actual conversation”
A secondary school in Turkey (2025)A university researcher and a school teacher. No funding60 pupils aged 14 and 15. 32 used Duolingo for at least one hour a week for 12 weeks. 28 were taught in the usual wayListening, speaking, reading and writing testsThe Duolingo group improved in all four. We could read only the summary of this study, and it gives no numbers

We also found nine smaller studies of English learners, in Saudi Arabia, Iran, Turkey, Indonesia, Colombia and Ecuador. Most have fewer than 50 learners, and most tested one skill: vocabulary, listening or speaking. All nine report improvement. We could read only the summaries of most of them, so they are not in the table.

The first study in the table is good news, with one limit. The tests came from an outside company, and a person from that company watched each test online. But nobody tested the learners at the start. They only said that they knew little or no English. So we know where they finished. We do not know for certain how much they learned with the app. The authors say this themselves, and they say that future studies need a test at the start and a second group.

Think also about who is in a study like this. Duolingo sent emails to 32,935 Spanish speakers who were near the end of A1 or in A2. 2,034 answered. 818 met the conditions. 263 took the test, and 72 of them had finished A2. A study like this shows what the course can do for people who finish it. It does not show how many people finish.

Is Duolingo as good as English classes?

One study compared them, in Spain. It is the most useful study for anyone who is learning English.

The researchers followed 337 adults for 16 weeks. All were starting the lessons for level A2. 221 of them used Duolingo, and were asked to study for 30 minutes a day. The other 116 went to classes at an Escuela Oficial de Idiomas, a public language school, for four hours a week. Everybody took the same tests at the start and at the end.

What they found:

The study has limits, and the researchers list them. The learners chose their own method, so the two groups were not equal at the start. There was no speaking test. And the listening test was simple: you hear a short sentence and choose the word that you heard.

Is Duolingo good for listening?

Listening is the weakest result in the studies, and that includes Duolingo’s own.

Duolingo’s researchers tested reading and listening in three groups of learners: beginners of Spanish and French (2020), learners of Spanish and French half-way through B1 (2021), and Spanish speakers learning English (2022). Each time, the listening score was lower than the reading score. This is not special to Duolingo. One of the reports notes that university students in classes also score lower in listening than in reading.

The 2022 report on the English course says it plainly. There are, it says, “still opportunities for improvement in developing learners’ listening comprehension skills on Duolingo”.

The study in Spain adds something new. At the end, the researchers asked the Duolingo learners which skill had improved most. 60% answered listening. But the researchers write that listening was the part of the test where the app group did not make a significant gain. Their conclusion is that people who learn with an app may think their listening has improved more than it really has.

Why was the class better for listening? The researchers suggest three reasons. First, a class gives more chances to speak and to hear other people speak. Second, the class heard more English, and less controlled English, than the app learners, whose practice the researchers describe as “controlled, scripted listening exercises”. Third, the people in the class also listened to more English outside lessons: videos, television, radio, podcasts and music. These are the researchers’ explanations. The study did not test them.

Who paid for the studies?

Mostly Duolingo, and it says so. Its own list of studies says: “We fund and conduct studies on the efficacy of our courses.” (We read that page on 13 October 2026.)

We found ten studies that were run by Duolingo’s own researchers (six) or by outside researchers with Duolingo’s money (four). Every study that tested more than 100 adults is one of these ten. Seven of the ten are about Spanish or French, not English.

Studies with no company money exist, but they are small. The best known followed nine people who learned Turkish for a semester. The others tested 52 to 64 adults, or classes of school pupils.

Studies of people learning other languages“Duolingo paid” means that the paper itself says so. A “semester” is half a university year.
StudyWho ran it, who paidWho was testedWhat was testedWhat was found
Spanish, United States (2012)Two outside statisticians. Duolingo paid196 adults started. 88 were in the final results. Eight weeks, 22 hours on averageA written placement test, at the start and at the end. No listening, no speakingScores went up. The claim “34 hours = one university semester” comes from this study (see the questions below)
Spanish and French beginners (report 2020, journal paper 2021)Duolingo’s own researchers225 adults in the United States who had finished the A1 and A2 lessonsReading and listening tests at the end. Compared with published results for university studentsSimilar to students after four semesters. “No other skills were assessed”
Speaking in Spanish and French (report 2021)Duolingo’s own researchers258 adults who had finished the A1 and A2 lessonsA 15-minute speaking test on a computer. The computer gave the marks66% of the Spanish learners and 53% of the French learners reached A2 or above
Spanish and French, half of B1 (report 2021)Duolingo’s own researchers340 adults who had finished half of the B1 lessonsReading and listening tests at the end. Compared with published results for studentsSimilar to students after five semesters, or a little higher. The authors write that the findings “should not be overgeneralized”
Spanish at a US university (2024)One university researcher and two Duolingo researchers. Duolingo paid69 students started. 48 finished. Three months, about 27 hoursReading, listening, speaking and writing, at the start and at the endAll four improved, by about one step inside the beginner level
Spanish and French for six months (2023)University researchers. Duolingo paid287 adults whose first language is EnglishA text with letters missing, and repeating sentences aloud, at the start and at the endSmall improvements. The authors call them “relatively modest”
French: app, class or both (2026)University researchers. Duolingo paid183 beginners in the United States: 65 used only Duolingo, 58 had a university class, 60 had both. 16 weeksVocabulary, grammar and spoken answers to recorded questions, at the start and at the endAll three groups improved by about the same amount
Turkish for a semester (2019)University researchers. No company money stated9 adultsLanguage tests and interviewsThey improved. More study time went with more improvement. Some were frustrated with the lessons
Turkish: Duolingo or Babbel (2023)University researchers. They report no conflict of interest59 adults: 32 used Duolingo and 27 used Babbel. Eight weeksA test of six skills at the endBoth groups made progress. No difference between the two apps
Spanish at a US primary school (2018)A researcher at a school and one at a university. No company money statedPupils in the third and fourth years of school. 12 weeks: Duolingo or normal Spanish lessonsA 50-question vocabulary and grammar testNo difference between Duolingo and the lessons
Italian: Duolingo or a slideshow (2019)University researchers. A US government research office paid64 students. Seven sessions at homeTests at the endNo difference in learning. The Duolingo group enjoyed it more
French students invited to use Duolingo (2021)University researchers. The European Union paid52 university students of FrenchListening, reading and writing testsAn invitation to use the app did not raise scores. Students who also learned to organise their study used it more and wrote better

Does it matter who paid? It is a reason to read carefully. It is not a reason to throw the studies away. Duolingo’s researchers used tests that outside companies made and marked. They publish the limits of each study. And the studies that Duolingo paid universities to do were not all good news for Duolingo. One found that classes were better for listening. Another called its own results “relatively modest”.

A teacher who reviewed Duolingo’s reports in 2022 reached a conclusion that is fair in both directions. The claim that a Duolingo course equals a number of university semesters “is not supported by these studies”, the review says. But “the Duolingo users did make progress”, and there was “no lack of transparency”.

One more thing to know. A review in 2021 looked at 35 studies of Duolingo and found “very little conclusive evidence”. But it was written before every large study on this page, so it describes the small early studies.

Can you become fluent with Duolingo?

Nobody knows, because nobody has tested it. That is not the same as “no”.

Duolingo’s own answer is careful. On its page of common questions it writes that “no single course, app, method, or book can help you reach all your language goals”. And then: “So, can Duolingo make you fluent? It’s up to you and how you use it!” (Read on 13 October 2026.)

Several studies tested speaking. Here is what the learners had to do:

In all the other studies where we could read how speaking was tested, the learner speaks to a recording or a computer. We found no study that tested a conversation between a learner and another person. And we found no study that tested whether learners can follow other people who are talking to each other. The 2026 study, which Duolingo paid for, says the same about research on language apps in general: there has been “minimal investigation” of learning in situations like natural conversation.

What about the new AI features? A paid plan called Duolingo Max has a “Video Call”, where you speak with one of the app’s characters. On 30 March 2026 Duolingo wrote that Japanese speakers who used Video Call twice a day for a month “improved more on a standardized speaking test” than learners who did not use it. The post gives no numbers, no name for the test and no count of learners. So we cannot say more than that.

What level of English can you reach with Duolingo?

There are two different answers, and it helps to keep them apart.

What the course contains. On 22 April 2026 Duolingo announced that learners of English can now “learn through B2”. Before that, it wrote, most learners “could only complete content up to A2”.

What the studies tested. The studies of English learners tested people at the end of A2 or earlier. We found no study of anyone who finished the B1 or B2 lessons in English. One study tested learners of Spanish and French half-way through B1.

So what does A2 mean for listening? The Council of Europe wrote the levels. It describes an A2 listener like this: you “can understand enough to be able to meet needs of a concrete type, provided people articulate clearly and slowly”. To “keep up with an animated conversation” between fluent speakers is part of B2. A discussion at natural speed, where people talk over each other and use colloquial expressions, appears in the description of C1.

The distance from A2 to B2 is the part that no study of Duolingo has measured for English.

How long does it take, and do people finish?

Duolingo’s studies of English did not record hours. Two figures come from other courses. In the study of Spanish and French beginners, the typical learner needed 112 hours to finish the A1 and A2 lessons. And the 2024 paper says that in “another course” it takes about 122 hours. At 15 minutes a day, 122 hours is about 16 months. At 30 minutes a day, it is about 8 months.

Many people stop before that. It happens in every study, even when learners are paid:

We found no published figure for how many ordinary learners, outside a study, reach the end of A2.

What should you add, and when?

Stay with the app while it helps you. The studies say that it builds grammar and vocabulary at A1 and A2.

From A2, add the two things that no study of the app has tested: listening to real conversation, and talking with people.

This is also Duolingo’s advice. Its page for learners who feel stuck after A1 and A2 says: “You’re ready for more authentic materials.” It tells them to use “texts and audio not meant for learners”. (Read on 13 October 2026.)

Real conversation is different from sentences that were written for a lesson. People hesitate, repeat words, start again and speak at the same time. One researcher compared textbook dialogues with real ones and counted about seven times more hesitations in the real ones. In another study, with 171 university students of Spanish, the students who heard unscripted recordings scored lower than the students who heard scripted versions of the same content. These two studies are about textbooks and classes. They are not about Duolingo.

You can try it now. In this recording, six people talk about the food they cook and eat. Nobody is reading from a script. It is at level B1, with British and American accents. Listen once, and see how much you can follow.

Level B1. Six people talk about food. From Zapp! English Listening 2.16 – Food.

After you listen, you can check your understanding with four questions on the page for Zapp! English Listening 2.16 – Food. There are more recordings, sorted by level, in Zapp! English Listening, Zapp! English Colloquial and Zapp! English Vocabulary & Pronunciation. All the audio is free.

The text matters too. If you can read the exact words after you listen, you can find the parts that you did not hear.

And talk with people: in a class, with a teacher, or with friends who speak English. In Spain, the researchers thought that speaking practice in class was one reason why the class improved more in listening.

We have to be honest about our own part as well. Nobody has tested what happens when Duolingo learners add real listening at A2. The reasons come from research on listening in general, and from the descriptions of the levels. They do not come from a study of the app.

Get the complete courseAll workbooks and audio — €39

Frequently asked questions

Is Duolingo effective?

For beginners, yes, in the studies: it builds reading, grammar and vocabulary at levels A1 and A2. Almost all of those studies were run or paid for by Duolingo. For English, nothing has been tested above A2.

Can you become fluent with Duolingo?

No study has tested it. Duolingo itself writes that “no single course, app, method, or book can help you reach all your language goals”. We found no study that asked Duolingo learners to have a conversation with a person.

Is Duolingo enough to reach B1?

Perhaps, for reading and listening tests. In Duolingo’s own study, 245 learners who finished the A2 lessons scored at “early B1” on average. They were not tested at the start, and their speaking and writing were not tested.

How long does it take to learn English with Duolingo?

Duolingo’s studies of English did not record hours. In other Duolingo courses, the A1 and A2 lessons took about 112 to 122 hours. At 15 minutes a day, that is 15 or 16 months. No study has measured the time to B1 or B2.

Is Duolingo good for listening?

It is the weakest result. Listening scores were lower than reading scores in Duolingo’s own studies. In the one comparison with English classes, the class improved more in listening, and 60% of the app learners believed that listening was their most improved skill.

Is Duolingo better than English classes?

In the one study, each was better at something. After 16 weeks in Spain, the Duolingo group was ahead in grammar and in recognising words, and the class was ahead in listening. Speaking was not tested.

Is it true that 34 hours of Duolingo equal a university semester?

That number comes from a study in 2012, which Duolingo paid for. Adults in the United States learned Spanish for eight weeks. The researchers used the scores to estimate that a beginner needs between 26 and 49 hours (34 on average) to reach the pass mark for the second semester on a written placement test. It was not a comparison with real students, and it was not about English.

Is the Duolingo English Test the same thing?

No. The Duolingo English Test is an exam, a different product from the same company. This page is about the Duolingo app for learning English.

Where the numbers come from

We read Duolingo’s own pages on 13 October 2026. They may have changed since then.