Mandarin original first published on Zhihu / 知乎专栏. Read the 中文版 here.

I installed all four English learning browser extensions still actively maintained in 2026 — Relingo, Language Reactor, Toucan, and LeMingle — and used each one for at least 30 days while reading the web normally. Here's an honest take.

TL;DR (skip the long read):
  • CEFR A2–B1 (basic vocabulary still shaky): install Relingo. One tool is enough.
  • IELTS 7+ / international students / professionals abroad: LeMingle as your daily driver, plus Language Reactor if you watch a lot of Netflix.
  • Toucan: primarily helps English users learn another target language through word replacement; check that direction before installing.

Who is this article for?

If any of these sound like you, read on:

  • You passed the basic exams (CET-4/6, B1) but writing an English email always feels "a little off."
  • You're at IELTS 6.5+ but speaking is stuck at the same band score.
  • You're an international student or working abroad — your English is correct but lacks that native spark.
  • You want a tool that lets you "learn English while browsing the web," not yet another app demanding daily check-ins.

If you're a true beginner, browser extensions are overkill. Nail down the top 3,000 high-frequency words first and come back later.

Why I spent 2 months comparing these four

Last year, while doing ICP research for a product, I asked over 100 IELTS-7+ Mandarin-speaking learners the same question:

"Where exactly are you stuck?"

The answers were strikingly consistent: not vocabulary, not grammar — it's that what they write or say "doesn't sound native."

A concrete example. Same meaning:

  • Non-native version: "I want to mention that we should pay attention to this issue."
  • Native version: "I want to flag this — we should pull on this thread."

Both are correct. The second one makes you sound like you've been embedded in that culture for 5 years. That gap can't be closed with a dictionary; it needs massive real-context exposure → recognition → memory. Browser extensions are currently the only category of tools that automate the "real-context recognition" step — which is why I dug in.

Disclosure: The author is part of the LeMingle team and has used all four products. Competitor capabilities were rechecked against official store listings on September 27, 2026; first-person observations are separated from verifiable product facts where possible.

One-line summary of the 4 tools

ToolOne-line summaryUser base
LeMingleContextual collocations, idioms, and expressionsExpression discovery
RelingoUnknown-word discovery, translation, and reviewVocabulary building
ToucanTarget-language word replacement on English pagesIncidental exposure
Language ReactorDual subtitles and playback controls for Netflix & YouTubeSubtitle learning

1. LeMingle — automating "idiomatic collocation" exposure

How you actually use it

Open any English page (Reddit, The Atlantic, LinkedIn, Substack — anywhere). It automatically draws colored wavy underlines under the collocations a native would use — not unknown words.

A real example I came across on r/AskWomen the other day:

"I had to tap out of that conversation. He was giving off the worst vibes."

LeMingle highlights tap out and giving off. Hover and you get a contextual explanation:

  • tap out: (informal) to back out of something / give up. Used when admitting you can't handle it.
  • giving off: emitting a certain vibe or feeling. Often slightly negative or neutral.

These are expressions you can find in a dictionary but would never have thought to use yourself. That's LeMingle's core value — passive, repeated exposure to idiomatic collocations until they become internalized.

Strengths

  • Expression-first highlighting — it is designed to surface phrases such as collocations and idioms rather than treating every unfamiliar word as equally important.
  • Contextual explanations — friendlier than English-only definitions, more precise than generic machine translation.
  • Fully passive — doesn't break your reading flow. I now feel something is missing if I browse English without it on.
  • Multilingual (English / French / Spanish / Japanese / Korean) — same workflow across languages.

Weaknesses (honest)

  • New extension — the community discussion volume on Reddit / forums isn't yet at Relingo's 5-year level.
  • Not for sub-B2 learners — it assumes you can already understand the gist; it adds idiomatic polish, not basic vocab translation.

Best for

  • IELTS 7+ / CEFR B2–C1
  • International students and professionals abroad who want their emails / Slack / LinkedIn writing to feel more native
  • English speakers also learning a second language

2. Relingo — a vocabulary-first browsing workflow

What it does

Relingo centers the workflow on discovering and translating vocabulary while browsing, then keeping selected items available for later study. That makes it a more natural fit when unknown words—not phrase-level nuance—are the main reading bottleneck.

Strengths

  • Continuous workflow — browsing, word lookup, saving, and review live in one product path.
  • Most complete loop — wordbook + review reminders + cross-device sync.
  • Adaptive difficulty — clearly different experience for B1 vs C1 users.
  • Easy to test — start with the current official free offering, then decide whether its paid features fit your routine.

Weaknesses

  • Word-level core — it tells you "vibe = atmosphere" but won't surface the nuance of give off vibes as a phrase.
  • Diminishing returns past CEFR B2 — most highlighted words are already known.
  • Weak multilingual support — primarily English.

Best for

CEFR A2–B1, vocabulary-building stage. Systematic learners prepping for IELTS / TOEFL whose word base still needs hardening.

3. Toucan — check the learning direction before installing

What it does

Toucan is a reverse extension. It replaces common words on English pages with their equivalents in your target language. Picture an English speaker browsing the web with "kitchen" auto-replaced by "cocina" to passively pick up Spanish. Its core scenario is "already speaks English → wants to learn Spanish / French / German."

For native Mandarin speakers, this is barely useful — your English itself isn't yet at native level, so passively layering a third language on top will just create noise.

The important point is product direction, not nationality. Toucan assumes you can browse in English and want incidental exposure to another target language. If your goal is to improve English itself, expression highlighting or vocabulary support is a closer match; if English is already your browsing language and you are adding Spanish or French, Toucan may fit.

This points to a structural gap: in the "language learning" tag of the Chrome Store, tools genuinely built for Mandarin speakers reading English on the web are scarce. Relingo covers the unknown-word layer. The idiomatic-collocation layer was empty — which is exactly the design origin of LeMingle.

If you found this article because you installed Toucan and bounced — you didn't pick the wrong tool, the tool just wasn't designed for you. What you actually want is the inverse:

  • Keep reading English (don't replace anything)
  • Highlight only the native-style collocations on top of content you can already mostly read
  • Contextual explanations in your native language (Chinese)

That's exactly what LeMingle does. Toucan won't pivot toward this audience — they already validated their target market in the West. LeMingle was built from day one for "native Mandarin speaker + consumes English content + wants to upgrade idiomatic fluency."

4. Language Reactor — a subtitle-centered learning workflow

What it does

Its official Chrome Web Store listing emphasizes Netflix and YouTube, with dual subtitles, a popup dictionary, and precise playback controls:

  • Bilingual subtitles displayed simultaneously
  • Click any word in a subtitle for a dictionary lookup
  • Single-line loop playback
  • Sentence-level subtitle navigation and precise playback controls
  • AI video curation by your level (paid)

Strengths

Deep moat in the video-learning scenario. I watched House of Cards and The Big Bang Theory with it always on, looping unclear lines and saving new expressions on the spot.

Weaknesses

  • Video-only — useless for articles, emails, Reddit.
  • Quality depends on subtitles — shows with sketchy subs become rough rides.
  • Doesn't teach collocations — like Relingo, primarily word-level.

Best for

  • People whose primary English input is American / Korean / British TV or YouTube
  • IELTS / TOEFL speaking and listening prep

5. Side-by-side comparison (the core of this post)

Dimension LeMingle Relingo Toucan Language Reactor
Core unit Idiomatic collocations & phrases Unknown single words Common single words (replaced) Single words via subtitles
Best scenario Web reading, email, Slack, Reddit, YouTube Web reading, articles Casual web for English natives learning L2 Netflix & YouTube
Target level CEFR B2–C1 / IELTS 7+ CEFR A2–B1 / CET-4–6 English-fluent learners All levels
Definition style Contextual, scenario-aware (Chinese / English) EN–EN or literal Chinese L2 word swap Subtitle-based bilingual
Saved-item reencounter Yes — highlights a saved expression again in later supported content Vocabulary saving and review workflow Primarily word replacement while browsing Primarily subtitle and playback study
Multilingual EN / FR / ES / JP / KR Mostly EN Multiple, but reverse logic Many (subtitle-driven)
Trigger modes Silent passive + on-demand "Find Expressions" Passive marking + manual lookup Passive replacement Manual subtitle interaction
Video support Yes — LeMingle Reader for YouTube No No Yes (Netflix & YouTube)
Best fit Professionals abroad, students, IELTS 7+ Vocabulary builders, A2–B1 English natives learning L2 TV / YouTube viewers

6. Six fundamental differences between LeMingle and the other three ✨

Before diving into recommendations: it's worth making LeMingle's differentiation explicit. Otherwise the four tools can blur together. They actually differ a lot — not in feature checklists, but in product philosophy.

Difference 1: Highlights "idiomatic expressions" instead of "unknown words"

This is the most central one.

  • Relingo / Toucan: identify single words — tells you "vibe = atmosphere"
  • Language Reactor: identifies single words inside subtitles
  • LeMingle: identifies collocations / idioms / fixed expressions — tells you what "give off vibes" as a whole phrase means in this specific context

The distinction looks small but it represents two different tasks. Unknown-word tools solve “I do not know this item”; expression tools solve “I know every word individually but did not process them as one unit.” The latter requires the whole phrase and its context.

Difference 2: Saved expressions become visible when they appear again

LeMingle does more than explain the current phrase. After you choose to save an expression, it can be highlighted again when it reappears in supported web or video content. This is not a complete flashcard system; it moves part of review back into authentic material so you can test recognition in a new context.

Difference 3: Contextual explanations (not EN-EN, not machine translation)

  • Relingo: EN-EN or direct Chinese, mostly literal
  • Language Reactor: subtitle translation, depends on subtitle quality
  • LeMingle: contextual, scenario-aware — "in an email to your advisor this collocation means…" / "in a Slack joke between coworkers this carries this tone"

The goal is not to claim one definition format is universally best. It is to restore information that literal translation often loses: not only meaning, but where the phrase fits and what tone it carries.

Difference 4: 5+ languages, not English-only

LeMingle supports a multilingual workflow across EN / FR / ES / JP / KR. If you study more than one language, you can keep the same identify–understand–save–reencounter workflow instead of learning a different interface for each language.

Difference 5: Dual-mode highlighting — passive + on-demand

LeMingle now offers two switchable trigger modes:

  • Silent mode (passive): while you browse, it runs in the background and auto-highlights idiomatic expressions with purple wavy underlines. Read normally; learn whatever catches your eye.
  • Manual mode (on-demand): hover over a paragraph and a soft glow appears with a "Find Expressions" button. Click it to extract idiomatic expressions only from that paragraph.

Why both matter:

  • Casual reading (Reddit, news): silent mode keeps your reading flow intact
  • Focused work (specs, emails, a paragraph you really want to learn): manual mode gives you paragraph-level precision

This is an evolution of Relingo's "passive + active" philosophy, but at paragraph granularity instead of word-level lookup — which fits B2+ workflows much better.

Difference 6: LeMingle Reader for YouTube — video subtitles too

Recently shipped — and arguably the move that turns LeMingle from "a web text extension" into a full-stack learning tool.

LeMingle Reader is a learning panel layered on top of YouTube's native player:

  • Left timeline: auto-detected chapters / segments
  • Center playback: the original YouTube video plus LeMingle's bilingual subtitle overlay
  • Bottom transcript: full transcript with Highlights + Translation toggles — see only the idiomatic expressions, or the bilingual side-by-side
  • Right Highlights panel: every extracted IDIOM / COLLOCATION listed with timestamps to jump back in

It works on EN / FR / ES YouTube subtitles directly — no need to install a third-party subtitle pack.

Both products can support YouTube learning, but the unit of work differs: Language Reactor emphasizes subtitles and playback controls; LeMingle Reader emphasizes extracting whole expressions and synchronizing captions, transcript, and the expression list.

7. Stack recommendations by level

Checked September 2026: the recommendations below reflect each product's current public capabilities and the author's hands-on use.

Tier 1 · CEFR A2–B1: install Relingo, that's it

Your bottleneck is vocabulary breadth and a reading habit. Relingo's adaptive difficulty + review loop is exactly the right fit. LeMingle would be wasted at this stage — it assumes you understand the gist already.

Tier 2 · IELTS 7+ / international students / professionals abroad: LeMingle is enough (add Language Reactor only if you're a heavy Netflix watcher)

This is my own current stack:

  • Working in the morning → LeMingle silent mode passively building vocabulary inside Slack / email / docs
  • Commute / lunch break Reddit → still LeMingle, hit Manual mode + Find Expressions on paragraphs worth deep-learning
  • Evening YouTube → LeMingle Reader directly on the YouTube player
  • Evening Netflix (only if you're a heavy TV watcher) → switch to Language Reactor

LeMingle spans web text and YouTube in one expression-centered workflow; whether that breadth matters depends on where your actual input comes from.

Tier 3 · Approaching C1, learning a second foreign language: LeMingle + Toucan

A niche but valid combo. LeMingle keeps your English advancing (multilingual support), Toucan layers passive third-language exposure on top.

Tier 4 · Video-driven learners (TV / YouTube)

Now split by platform:

  • Mostly YouTube → test both on the same video: choose LeMingle for whole-expression discovery, or Language Reactor for its subtitle and playback toolkit
  • Mostly Netflix → Language Reactor directly supports that platform; LeMingle Reader is focused on YouTube
  • Both → run LeMingle Reader on YouTube + Language Reactor on Netflix

Sources and verification date

Features change over time; this guide does not use store user counts or regional pricing as its recommendation basis. Last checked September 27, 2026.

Final word

No tool will learn English for you. But the right tool will help you absorb far more in the moments you weren't trying than what you achieve through deliberate study time. That's the core idea of contextual acquisition — and the reason I'm long on the browser-extension path.

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