Online Chinese tutors compared: italki, Preply, schools and AI by cost per speaking minute
We read the prices of 763 italki Chinese tutors and checked Preply, Verbling, GoEast and more: what each costs per minute you speak, and when AI is enough.

Tutor sites tell you the hourly price, not how much of that hour you'll spend talking. In a one-to-one lesson, it's probably a little under half.
This guide is for you if you're choosing between italki, Preply, a school or an AI tutor for Mandarin, and want to know what your practice really costs.
We read the prices of all 763 Chinese tutors in italki's public directory, Preply's price pages, and the pages of AmazingTalker, Verbling and three schools that teach online. Then we divided each price by the minutes you'd actually spend talking.
Key takeaways
- A tutor costs about $20 an hour. That's the median across italki's Chinese tutors, and Preply's stated average is a little higher.
- You speak for a little under half the lesson. The best available measure, from online maths tutoring, puts students' share of the talking at 44%.
- Group classes are cheap per hour, dear per minute you speak. You share the floor, so your own speaking time shrinks.
- AI costs a few cents per minute you speak. SayMei would cost as much per minute you speak as the median italki tutor only if you spoke for less than 4% of the time.
- A human still has the better ear. No AI Chinese tutor has published a test of its tone feedback; the evidence for correction comes from human teachers.
- Mixing both is the best value. A tutor once a week, plus daily practice, gets close to the speaking time of twice-weekly lessons for about half the price.
How much does an online Chinese tutor cost?
On the big marketplaces, a one-to-one hour usually costs about $20. Schools charge $23–46 an hour, and most companies offer a cheaper or free first lesson.
Here's what each one charges, and how you pay:
italki
- What it is
- Marketplace, 975 Chinese tutors listed
- Typical price
- Median $20 an hour (our read of 763 tutors)
- How you pay
- Per lesson or 5–20-lesson packages
- First lesson
- 3 discounted trials, median $9 for 30 min
- Cancel without paying
- 24 hours ahead
Preply
- What it is
- Marketplace, 8,912 Chinese tutors
- Typical price
- Average $23 an hour (Preply's figure)
- How you pay
- Subscription to one tutor every 28 days, 4 lessons minimum
- First lesson
- Paid; up to 2 free replacements
- Cancel without paying
- 12 hours ahead
AmazingTalker
- What it is
- Marketplace
- Typical price
- "Most" charge $10–30 an hour (its figure)
- How you pay
- Prepaid lessons; refunds as site credit
- First lesson
- From about $1–4
- Cancel without paying
- 12 hours ahead
Verbling
- What it is
- Marketplace, 36–42 Mandarin teachers
- Typical price
- Average $36.05 an hour (its figure)
- How you pay
- Per lesson; refunds as site credit
- First lesson
- Free, 30 min
- Cancel without paying
- 12 hours ahead
GoEast
- What it is
- School in Shanghai
- Typical price
- $38 per 50-minute class hour (50-hour package)
- How you pay
- Prepaid packages or 6–12-month plans, plus $99 materials
- First lesson
- Free, 50 min
- Cancel without paying
- n/a
LTL
- What it is
- School in China and Taiwan
- Typical price
- $27.88 an hour (25-hour package)
- How you pay
- Prepaid packages
- First lesson
- Free trial week (Flexi Classes)
- Cancel without paying
- n/a
That's Mandarin
- What it is
- School in China
- Typical price
- From RMB 199 (about $29.68) per 45-minute class
- How you pay
- Per class, arranged with the school
- First lesson
- Free trial class
- Cancel without paying
- n/a
SayMei (AI)
- What it is
- Live voice lessons with an AI teacher
- Typical price
- $5.99 a month for 200 minutes
- How you pay
- Monthly; 100 extra minutes $2.99
- First lesson
- First lesson free, no account
- Cancel without paying
- Cancel any time
ChatGPT Go / Plus (AI)
- What it is
- General voice assistant
- Typical price
- $8 / $20 a month
- How you pay
- Monthly; voice up to 3 hours a day
- First lesson
- Free plan has limited voice
- Cancel without paying
- n/a
Sources: each company's public pages, read on 7 October 2026 and linked in its section below; prices in US dollars. RMB converted at the European Central Bank rate of 7 October 2026, 6.70 yuan to the dollar. "n/a": we found no published rule.
Prices on the marketplaces spread widely. Here's italki, where we could read the whole directory:
Source: our read of all 40 pages of italki's public Chinese teacher directory on 7 October 2026: 388 community tutors and 375 professional teachers, each at their cheapest listed 60-minute price, before the payment-processing fee.
So a cheap tutor is easy to find: about a quarter of italki's Chinese teachers charge $15 an hour or less.
Preply lists too many tutors for us to read politely, so we use its published averages. The price you see is only half the story, though: what matters is how much of the hour is yours.
You speak for a little under half of each lesson
In a one-to-one lesson, you probably speak a little under half the time. In a group class, it's a few minutes each. Only a few studies have measured it:
One-to-one online tutoring, 742 maths tutors
- Who did the talking
- Students 44% of the talking, counting only the time someone spoke
- Study
- Demszky et al., 2024
A 45-minute model lesson for 8 beginners of Chinese
- Who did the talking
- Teacher 20.1 minutes; students 18.6 minutes between them, about 2.3 each
A more typical class, as those authors cite it
- Who did the talking
- Teacher 68%, students 20%
Four online Chinese classes of 16 high-school students in Indonesia
- Who did the talking
- Teachers 62–67% of the interaction
Source: the three studies, linked. We found no study this large of language lessons, so the maths-tutoring figure is the best available stand-in for one-to-one.
That's why the hourly price misleads. You pay for the whole hour, but only part of it is your practice.
So we use 44% for one-to-one lessons, and for groups we split the model class's student share between its students.
And with an AI tutor? We found no published measurement, and we don't yet record how long learners speak in SayMei's lessons. So we use the same share, and the calculator below shows how the result changes if you speak less.
What we do count is turns. In our free first lessons, learners took a median of about 26 speaking turns per 10 minutes, as our guide to how to speak Chinese explains. A turn can be one word, so turns don't convert into minutes.
Talk time also responds to attention. When a meter showed tutors and students their talk time, students' share rose by 13–14%. Ask your tutor for lessons built around your answers.
Your speaking minutes cost more than you think
Divide the price by the minutes you actually speak, and the median italki tutor costs about 76¢ per minute. At Preply's average, it's 87¢.
Schools come to $1.06 at LTL and $1.73 at GoEast per minute you speak. Group classes cost the most per minute, because you share the floor.
SayMei comes to about 7¢, if you speak for the same share of the time there. Pick a tutor, school or class in the calculator to see your own numbers:
Cost per minute you speak
Pick a tutor, school or class and set your lessons: the price is divided by the minutes you'd actually talk, then compared with AI plans for the same speaking time.
| Option | Price | Your share of the talking | Per minute you speak |
|---|---|---|---|
| italki, median of 763 tutors | $20 an hour | 44% | $0.76 |
| italki community tutors (median) | $18 an hour | 44% | $0.68 |
| italki professional teachers (median) | $22 an hour | 44% | $0.83 |
| Preply, its average rate | $23 an hour | 44% | $0.87 |
| Preply, first ten tutors shown (median) | $38.50 per 50 min | 44% | $1.75 |
| AmazingTalker, middle of its $10–30 range | $20 an hour | 44% | $0.76 |
| Verbling, its average | $36.05 an hour | 44% | $1.37 |
| Wyzant, middle of its $35–59 average | $47 an hour | 44% | $1.78 |
| LTL, private (25-hour package) | $27.88 an hour | 44% | $1.06 |
| That's Mandarin, private (from RMB 199) | about $29.68 per 45 min | 44% | $1.50 |
| GoEast, private (50-hour package) | $38 per 50 min | 44% | $1.73 |
| GoEast group course (average 2 students) | $42.09 per 75-min class | 20.5% | $2.74 |
| LTL Flexi group class (full class of 5) | $14 an hour | 8.2% | $2.85 |
| SayMei Premium, all 200 minutes used | $5.99 a month | 44% | $0.07 |
| ChatGPT Go, 200 voice minutes used | $8 a month | 44% | $0.09 |
| Gemini Live | no paid plan needed | 44% | $0 |
One-to-one lessons use 44%, students' share of the talking across 742 online maths tutors, the best available measure. Groups split the 41% that all students shared in a model Chinese class. The AI rows use the one-to-one share as an assumption: SayMei doesn't yet record how long learners speak. At 25%, SayMei would be about 12¢ per minute you speak. Prices checked 7 October 2026; RMB at the European Central Bank rate. See also SayMei pricing.
Here's what that means for a month. Two one-hour lessons a week with the median italki tutor cost about $173, for about 229 minutes of your own speaking.
The same speaking time would cost $17.95 with SayMei, the plan plus four top-ups, and $8 with ChatGPT Go.
The gap survives a far less generous assumption. If you spoke for only a quarter of a SayMei lesson, a minute of your speaking would cost about 12¢.
General voice assistants beat SayMei on price at heavy use: ChatGPT Go allows up to three hours of voice a day. But they don't plan lessons.
italki or Preply for Chinese?
italki is cheaper and more flexible. Preply is better if you'll commit to one tutor every week.
Here's how the two biggest marketplaces compare for Chinese:
Typical price
- italki
- Median $20 an hour, our read of 763 tutors
- Preply
- Average $23 an hour, Preply's figure
How you buy
- italki
- Single lessons, or packages of 5, 10 or 20
- Preply
- Subscription only; unscheduled lessons expire
Trying tutors
- italki
- Three discounted trials, median $9; two refundable
- Preply
- Paid trials; up to two free replacements
Cancelling
- italki
- 24 hours' notice
- Preply
- 12 hours' notice
Teacher checks
- italki
- Professional teachers show teaching credentials; community tutors needn't
- Preply
- "Professional Tutors" have a verified qualification; other tutors needn't
Commission, paid by the teacher
- italki
- 21% of a single lesson, 15–19% of packages, none on trials
- Preply
- A new student's whole first lesson, then 18–33%
Sources: italki's and Preply's help centres, linked in the two sections below; read 7 October 2026.
If you're not sure you'll keep a weekly slot, I'd start with italki's trials. If you will, Preply's subscription suits that habit.
Preply: subscription only, about $23 an hour on average
Preply lists the most Chinese tutors of the marketplaces we checked. It sells them only by subscription: one tutor, a set number of lessons every 28 days.

Its prices are harder to pin down than italki's. Preply's Chinese tutors page says classes start at $3, with an average of $14.
The same page lists average rates of $23 an hour, for native and non-native speakers alike, and doesn't reconcile the two averages. The first ten tutors it showed us charged more: $32–60 for 50 minutes.
The terms are what set Preply apart:
- No single lessons. You can't buy one, and lessons you haven't scheduled by renewal expire. You can pause once per cycle, for up to 20 days, and cancel at no cost at least a day before billing.
- Fees on top. Checkout adds a processing fee and local tax. From the tutor, Preply keeps a new student's whole first lesson and a share of later ones.
- Paid trials. They run 25 or 50 minutes, one per tutor, and each account gets up to two free replacements.
- One badge to look for. "Professional Tutor" means Preply has checked a teaching qualification by hand: its own online teaching course, or an accredited certificate from a course of at least 120 hours.
- Late cancellations cost you. Cancel in time and the lesson returns to your balance; later, and the tutor is paid.
In practice, Preply rewards routine. If you book the same slot every week, you'll use every lesson you pay for; if you skip weeks, unscheduled lessons expire.
Pick Preply if you'll take a lesson every week. Skip it if your schedule is unpredictable: unscheduled lessons expire.

italki: pay per lesson, from $5 for community tutors
italki lets you pay lesson by lesson. Its Chinese teachers had a median price of $20 an hour, by our read of its public directory.

Its two kinds of teacher are the thing to understand. italki's rules let community tutors start at $5 a lesson, and professional teachers at $10.
Professional teachers must show proof of teacher training or experience, such as the CTCSOL certificate for teaching Chinese, or a teaching degree; an HSK certificate doesn't count. Community tutors, in italki's words, provide "conversation practice".
The rest of the terms are simple:
- Credits. You buy italki Credits in US dollars, and spend them per lesson or on discounted packages, valid for six months. Credits aren't refunded as cash, and they expire after a year without a login.
- Fees. The payment provider's processing fee is shown before you pay. Teachers pay italki a commission, and nothing on trials.
- Trials. You get three discounted trials, each with a different teacher. Of the Chinese teachers, 95% offer one, and italki refunds up to two that go badly.
- Cancelling. Cancel or reschedule at least a day ahead. Inside that window, the teacher is paid in full.
For most learners, a community tutor is enough for conversation practice. For grammar or exam preparation, a professional teacher is the safer choice.
Pick italki if you want to try several tutors cheaply, or pay only when you have time. Skip it if you want every tutor vetted as a teacher: community tutors don't have to show credentials.
AmazingTalker: $10–30 an hour, refunds in credit
AmazingTalker is a tutor marketplace that says most of its Mandarin tutors charge $10–30 an hour. Its site showed our automated browser a "Human Verification" page, so we read its pages as plain text and have no screenshot.
Its Mandarin listing showed 50-minute lessons from $5 to $22, with cheap trials. AmazingTalker promises to change your teacher or give credits "if you are not satisfied".
Its user agreement says refunds come back as AT credits, not cash, minus surcharges. It also says it "may charge you a platform service fee". Credit refunds tie your money to the site, so I'd start with single lessons rather than a big prepaid bundle.
Pick AmazingTalker if you want low prices and don't mind refunds as credit. Skip it if you want up-to-date terms: its agreement dates from 2022.
Verbling: few teachers, a free 30-minute trial
Verbling has a small pool of Mandarin teachers, and the only free trial lesson among the marketplaces here.

Its Mandarin page shows an average of $36.05 an hour. On its search page, the first ten teachers charged $22–50 an hour.
You get "One Free 30-min Trial", then pay the teacher's hourly price. If you cancel late, you get half back in Verbling credits, and the teacher gets the rest. Lessons need Chrome or Firefox.
That free trial makes Verbling a low-risk place to test whether a paid tutor is worth it for you.
Pick Verbling if you want a free lesson with a teacher before paying anything. Skip it if you want lots of choice or low prices.
Schools sell structure: GoEast, LTL and That's Mandarin
Schools charge more per hour than marketplaces, but they sell a course: a curriculum, materials, level tests and teachers they hire and train. All three offer a free first class:
GoEast, Shanghai
- Private lessons
- $38 per 50-minute class hour in a 50-hour package ($1,900), down to $30 in a 200-hour one; plus a one-off $99 materials fee
- Group classes
- A 16-week online group course, $1,248 plus materials: two 75-minute classes a week, two students on average
- First class
- Free, 50 minutes one-to-one, with a written report
- Private lessons
- 25 one-hour lessons for $697 ($27.88 each), down to $23.17 each in a 200-lesson package
- Group classes
- Flexi Classes: 60-minute classes around the clock for up to five students, $10.50–14 a class
- First class
- Free trial week of Flexi Classes
- Private lessons
- From RMB 199 (about $29.68) per 45-minute class
- Group classes
- RMB 132 (about $19.69) a class, for a small group of friends
- First class
- Free trial class on request
Source: each school's pages, linked; read 7 October 2026.

The cheapest hour here can be the most expensive minute of your own speaking. In a full Flexi class of five, a minute of your speaking costs about $2.85. In GoEast's group course, it's about $2.74.

Pick a school if you want a structured course with homework. Skip one if you mainly want conversation: you pay for structure.
Wyzant is in person; Cambly and Lingoda skip Chinese
Wyzant suits lessons in person in the US, at $35–59 an hour on average by its own figures. Cambly's tutors teach English, and Lingoda's classes cover German, French, English, Spanish, Business English and Italian, but not Chinese.
A human tutor's edge: a trained ear
A human tutor gives you feedback you can trust, especially on tones, plus accountability and cultural know-how:
- The evidence for feedback comes from human teachers. Correcting errors had a medium, lasting effect across 33 studies. In a one-to-one online Mandarin course for beginners, teachers who repeated the learner's word back correctly improved tone production more than explicit correction did.
- A trained ear. OpenAI says ChatGPT voice transcripts "are not verbatim records". In a test by Hacking Chinese, ChatGPT scored the same native speaker anywhere from 6.5 to 8.5 out of ten.
- Accountability and culture. A person expecting you on a Tuesday evening is hard for an app to copy, and so is a tutor who can explain why a phrase sounds odd.
We found no published accuracy test of any AI Chinese tutor's tone feedback, SayMei's included. That's the gap a tutor fills.
An AI tutor's edge: price and no booking
AI wins on price per minute, on lessons at any hour with nothing to book, and as a lower-pressure place to make mistakes.

SayMei is $5.99 a month for 200 minutes with Mei Lin, your AI teacher, or about 30 lessons. Unused minutes roll over while you're subscribed, as our pricing page shows. Beyond price:
- Nothing to book. You start when you have ten minutes.
- Lower stakes. Anxiety and achievement go together in language learning, with a moderate negative correlation in a large meta-analysis. In one small study, anxiety tracked speaking scores when a human ran the exam, but not when an AI chatbot did.
- It helps, with caveats. Two 2025 meta-analyses, by Lyu, Lai and Guo and by Li, Wang and Yang, found medium effects of chatbots on language learning, larger in short studies.
General voice assistants cost even less. ChatGPT Go is $8, with up to three hours of voice a day. Gemini Live runs in the Gemini phone app, and Google lists no paid plan among its requirements.
Where SayMei loses: it can't replace a trained human ear or a person keeping you accountable. It runs only in a web browser, with no phone app. And its plan caps your minutes, where ChatGPT Go allows three hours of voice a day.
What it adds is the plan: lessons matched to your level, across 1,800+ lessons. For app-by-app detail, see the best AI apps to learn Chinese.
Each option wins one job
None of these wins them all. Here's which to pick for what you want:
The cheapest one-to-one human practice
- Pick
- italki community tutors
- Why
- Median $18 an hour; a quarter of italki's Chinese teachers charge $15 or less
A credentialed teacher for HSK or grammar
- Pick
- italki professional teachers, or a school
- Why
- Teaching credentials checked; schools teach to a syllabus
One tutor every week
- Pick
- Preply
- Why
- Built around a weekly subscription; two free replacement trials
To try several tutors cheaply
- Pick
- italki
- Why
- Three trials at a median $9; two refundable
A free first lesson with a teacher
- Pick
- Verbling, GoEast, LTL or That's Mandarin
- Why
- Verbling 30 minutes, GoEast 50
Group classes at any hour
- Pick
- LTL Flexi Classes
- Why
- 24/7, from $10.50 a class, but $2.85 per minute you speak in a full class
Daily structured speaking on a small budget
- Pick
- SayMei
- Why
- 3¢ a lesson minute, planned by level; first lesson free
Free conversation with no plan
- Pick
- Gemini Live
- Why
- No paid plan needed, just a Google account
A diagnosis of your tones
- Pick
- A human tutor
- Why
- No published accuracy test of any AI Chinese tutor's tone feedback
If you can afford only one, choose by what you most need to fix: a human for your tones, an app for your speaking time.
A budget that mixes both
If budget matters, the best value is usually a tutor less often, plus daily practice between lessons. Here's what three mixes cost:
| Plan | Cost a month | Your speaking a month |
|---|---|---|
| Two italki hours a week (median tutor) | $173 | about 229 min |
| One italki hour a week + SayMei Premium | $93 | about 202 min |
| SayMei Premium + one professional-teacher hour a month | $28 | about 114 min, plus a monthly check-up |
Source: our calculation at italki's medians, $20, or $22 for a professional teacher. A month is 52/12 weeks; SayMei at 200 minutes and the assumed 44% share.
The middle plan gets close to the speaking time of twice-weekly lessons for about half the price, with a human ear on your tones every week. Between lessons, our free Tone Checker draws your pitch against the target. For exams, see our HSK exam guide.
What to do next
- Try before you commit. Book two or three cheap trials before you sign up with anyone.
- Ask how much you'll speak. Pick a tutor who builds lessons around your answers, not their explanations.
- Use your tutor for diagnosis. Bring the words and sentences you practise daily, and ask what to fix.
- Practise daily between lessons. An AI tutor or a voice assistant adds speaking time cheaply.
- Choose group classes for structure. They're a poor way to buy speaking time.
FAQ
How much does a Chinese tutor cost per hour?
About $20 an hour on the big marketplaces. That was the median across the italki Chinese tutors we read, and two in three charged $15–30. Preply lists an average of $23. Schools that teach online, and US tutors on Wyzant, charge more.
Are italki community tutors good enough for Chinese?
For conversation practice, often yes: that's what italki says community tutors provide. Their median price is $18 an hour, against $22 for professional teachers. Professional teachers must show teaching credentials, such as the CTCSOL certificate or a degree in teaching Chinese; community tutors don't. For grammar explanations or HSK preparation, a professional teacher is the safer choice.
What's a cheaper alternative to italki or Preply for daily speaking practice?
An AI tutor or a voice assistant. SayMei's plan works out at about 3¢ a lesson minute, with lessons planned by level. Gemini Live needs no paid plan, and ChatGPT Go is $8 a month for up to three hours of voice a day.
Neither of those plans lessons, though, and ChatGPT judged pronunciation inconsistently in a test by Hacking Chinese. A language exchange is the free human option.
Can an AI tutor replace a human Chinese tutor?
Not fully. AI gives you far more speaking time: about 7¢ per minute you speak with SayMei, against 76¢ with a median italki tutor, at the same talk share. But no AI Chinese tutor has published an accuracy test of its tone feedback, and human correction has the stronger evidence. Using both covers each one's gaps.
Do italki and Preply have free trial lessons?
Not free, but cheap or replaceable. italki gives three discounted trials with different teachers, at a median of $9 for 30 minutes among its Chinese tutors. It refunds up to two that disappoint. Preply's trials are paid, but it gives each account up to two free replacements. Verbling, GoEast, LTL and That's Mandarin offer a free first lesson.
Are group Chinese classes cheaper than a private tutor?
Per hour, yes; per minute you speak, usually not. LTL's Flexi group classes cost as little as $10.50 an hour, but with five students, each person speaks for about 8% of the time.
So a minute of your own speaking costs about $2.85, against 76¢ with a median italki tutor. Classes buy you structure and company, not speaking time.
Sources
- italki, Chinese teacher directory (read 7 Oct 2026). https://www.italki.com/en/teachers/chinese
- italki Help: teacher types; certificate requirements; trial lessons; satisfaction guarantee; cancelling; packages; credits; processing fee; commission (read 7 Oct 2026). https://support.italki.com/hc/en-us
- Preply, Online Chinese tutors (read 7 Oct 2026). https://preply.com/en/online/chinese-tutors
- Preply Help: subscriptions; charges; trial lessons and replacements; cancellation policy; Professional Tutor badge; commission model (read 7 Oct 2026). https://help.preply.com/en/
- AmazingTalker, Mandarin tutor prices and listing; user service agreement (read 7 Oct 2026). https://en.amazingtalker.com/tutor-price/mandarin_chinese
- Verbling, Learn Mandarin and Mandarin teachers (read 7 Oct 2026). https://www.verbling.com/learn-mandarin
- GoEast Mandarin, online private tutors, group classes and trial class (read 7 Oct 2026). https://goeastmandarin.com/online-private-tutor/
- LTL Mandarin School, online classes; Flexi Classes plans (read 7 Oct 2026). https://ltl-school.com/online/ and https://flexiclasses.com/get-started/
- That's Mandarin, Learn Chinese online (read 7 Oct 2026). https://www.thatsmandarin.com/learn-chinese-online/
- Wyzant, Chinese tutors; Cambly; Lingoda (read 7 Oct 2026). https://www.wyzant.com/Chinese_tutors.aspx
- European Central Bank, euro reference rates, 7 Oct 2026. https://www.ecb.europa.eu/stats/eurofxref/
- SayMei, pricing and free first lesson (read 7 Oct 2026). /pricing and /live/first-lesson
- OpenAI, ChatGPT pricing and ChatGPT Voice help (read 7 Oct 2026). https://chatgpt.com/pricing and https://help.openai.com/en/articles/20001274-chatgpt-voice
- Google, Gemini Live help (read 7 Oct 2026). https://support.google.com/gemini/answer/15274899
- Demszky, D., Wang, R., Geraghty, S. & Yu, C. (2024). Does feedback on talk time increase student engagement? LAK '24; EdWorkingPaper 23-891. https://doi.org/10.26300/sbby-yn19
- Guo, X., Yang, W. & Guo, Y. (2025). Analyzing teacher–student verbal interaction in elementary Chinese comprehensive class. Behavioral Sciences 15(4), 429. https://doi.org/10.3390/bs15040429
- Fatmawati, F., Pebriani, W. & Marsuki, R. R. (2024). Teacher talk and student talk: classroom interaction in online CFL class. Longda Xiaokan 7(1). https://doi.org/10.15294/longdaxiaokan.v7i1.6997
- Li, S. (2010). The effectiveness of corrective feedback in SLA: a meta-analysis. Language Learning 60(2). https://doi.org/10.1111/j.1467-9922.2010.00561.x
- Bryfonski, L. & Ma, X. Effects of implicit versus explicit corrective feedback on Mandarin tone acquisition. SSLA: a 14-week course with 41 beginners. https://doi.org/10.1017/S0272263119000317
- Linge, O. (2026). No, ChatGPT can't analyse your Mandarin pronunciation. Hacking Chinese, September 2026. https://www.hackingchinese.com/no-chatgpt-cant-analyse-your-mandarin-pronunciation/
- Teimouri, Y., Goetze, J. & Plonsky, L. (2019). Second language anxiety and achievement: a meta-analysis. SSLA 41(2). https://doi.org/10.1017/S0272263118000311
- Susoy, Z. (2026). Reducing anxiety and enhancing performance: AI chatbots versus human facilitation on EFL speaking assessment outcomes. Frontiers in Psychology 16: 48 students. https://doi.org/10.3389/fpsyg.2025.1745942
- Lyu, Lai & Guo (2025). International Journal of Applied Linguistics. https://doi.org/10.1111/ijal.12668
- Li, Wang & Yang (2025). Journal of Computer Assisted Learning. https://doi.org/10.1111/jcal.70060
- SayMei data: first-lesson speaking turns from 1,790 learners, 15 Jul to 7 Oct 2026 (aggregates of at least 50 learners), published in How to speak Chinese.
Methods
- Prices. Read on 7 October 2026 from public pages, logged out, in US dollars; no lessons taken, no accounts created. For italki we read all 40 pages of its public Chinese directory, 763 of the 975 teachers it lists: each teacher's type, cheapest 60-minute price and trial price, before fees and package discounts. Preply blocked our requests after a few pages, so we use its published averages. AmazingTalker asked our browser for human verification, so we read its pages as plain text.
- Talk shares. From published studies of online maths tutoring and of Chinese classes, not of these companies' lessons. Group shares divide the 41% all students got in the model Chinese class by the number of students. For AI we use the one-to-one share, because we found no measurement; the calculator lets you change both. GoEast's group price includes its $99 materials fee, spread over the course's 32 classes.
- Limits. Prices change, each company sets its directory order, and median list prices aren't what learners pay: popular tutors may cost more, packages less. If you spot a mistake, tell us: we fix errors.
