Private beta · The translator built for how the internet actually speaks

Say it your way.
We'll translate it right.

People write "kal milte hain?" and "¿puedo reschedule?" every day. Every translation tool turns it into something stiff, robotic, and wrong. Mixingo is built for those sentences — as a web translator anyone can use, and an API developers can ship.

Get API early access ↗▶ See the difference ↓

हिंEsعTa

Purpose-built for hybrid languagesHinglish, Spanglish, Taglish, Singlish, Arabizi, Manglish & beyond.

Interactive product preview · Translation is hard-coded for pre-launch

mixingo.dev/translate

⌁ secure

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Yaar kal ka meeting reschedule kardo, I won't be free.

⌁ Demo input locked

Hindi + English detected

Hey, please reschedule tomorrow’s meeting. I won’t be available.

✦ Tone preserved

✦

Code-mix awareUnderstands 2+ languages in one sentence

☺

Sounds like youKeeps context, slang & tone intact

HINGLISH ✦ SPANGLISH ✦ ARABIZI ✦ FRANGLAIS ✦ TAGLISH ✦ MANGLISH ✦ HINGLISH ✦ SPANGLISH ✦

01 — THE PROBLEM

Two billion people mix languages every day.
Every translator acts like they don't.

Think about the last time you typed in two languages at once. You didn't stop to think about it — it just came out that way. Now paste that sentence into Google Translate. It comes back wrong. Stiff. Like it was written by someone who learned the language from a dictionary, not from life.

That's the gap Mixingo fills.
We translate the way you actually write — not the way translators wish you did.

Generic translatorLiteral

“Bro, scene kya hai tonight?”

“Brother, what is the scene tonight?”Technically translated. Practically weird.

✦ MixingoNatural

“Bro, scene kya hai tonight?”

✓

“Hey, what’s the plan for tonight?”Meaning, context and vibe — preserved.

Support tickets lose the real meaning

When someone writes "yaar urgent hai please dekho," they're panicking. A bad translation strips that out. Your support team reads "friend urgent please check" and doesn't escalate. That's a churn event.

Mixed language breaks every chat tool

Language detection tells you which language someone used. It doesn't tell you what they meant. Context is everything. Detection alone gives you nothing.

Developers need something that ships

Not a prompt you have to maintain. Not a translation model you have to fine-tune. One API call that returns predictable JSON, handles script switching, and doesn't break when your user types the way they actually think.

02 — WHY MIXINGO

Built for the sentence
Google translates wrong.

Translation designed for mixed-language, informal, human text — the kind that breaks every other tool.

Holaनमस्तेHelloمرحباSalut

✦

Understands hybrid pairs

Hinglish, Spanglish, Taglish, Singlish, Arabizi and regional mixes are treated as first-class inputs, not edge cases.

▂▅▃▇▂▆▃▅▂

CASUALFRIENDLYYOU

Keeps it human

"Arey yaar chillax kar" shouldn't come back as "Oh friend please relax." It should come back as "Relax, man." Mixingo preserves how something was said, not just what it said.

mera dil
मेरा दिल
my heart

Detects scripts and transliteration

Romanized words, native scripts, informal spelling and mid-sentence switches are part of the input model.

One API, ready to ship.

Predictable JSON. Streaming for live chat. Non-streaming for batch jobs. Script detection baked in. Account-level usage controls. No prompt engineering required.

Explore docs preview ↗

const result = await mixingo.translate({
  text: "bhai kal urgent hai, boss ne bola ASAP reply karo",
  target: "en",
  style: "natural"
});

// "Hey, there's an urgent meeting tomorrow —
//  the boss wants a reply ASAP"
// tone: urgent | detected: Hinglish

03 — HONEST COMPARISON

Google is great.
For Hinglish at 2am? Not so much.

Google, DeepL and Azure are broad, powerful translation platforms. Mixingo is being built for a narrower problem they do not explicitly position around: naturally interpreting code-mixed, transliterated, informal text.

See the full comparison ↗

Best suited for	✦ Mixingo	Google	DeepL	Azure
Code-mixed input focus	Core purpose	Not positioned for it	Not positioned for it	Not positioned for it
Informal tone & slang	Designed around it	General translation	Style controls*	Custom models*
Text translation	Focused	Broad suite	Broad suite	Broad suite
Documents / images / speech	Roadmap	Strong	Strong	Strong

*Competitor capabilities vary by language, plan and API. Comparison reflects public product positioning, not a claim that competitors can never process mixed input. View methodology & sources →

SAME SENTENCE · FOUR TOOLS

See the difference yourself.

We took a real Hinglish sentence and ran it through Google Translate, DeepL, ChatGPT, and Mixingo. Here's what came back.

INPUT (HINGLISH) "bhai kal urgent meeting hai, boss ne bola ASAP reply karo nahi toh problem hoga"

GOOGLE TRANSLATE PARTIAL

"Brother, there is an urgent meeting tomorrow, the boss said reply ASAP otherwise there will be a problem"

Literal. "Brother" misses the casual register. Sounds robotic.

DEEPL MISS

"Brother there is an urgent meeting tomorrow, the boss said reply ASAP or there will be a problem"

Nearly identical to Google. No tone awareness. DeepL has limited Hindi support.

CHATGPT (GPT-4) PARTIAL

"Hey, there's an urgent meeting tomorrow. The boss wants you to reply ASAP, or there'll be trouble."

Better tone but requires prompt engineering. Inconsistent across sessions.

✦ MIXINGO NATURAL

"Dude, urgent meeting tomorrow — boss says reply ASAP or it's gonna be a problem."

Preserves casual register. "bhai" → "dude" (not "brother"). Tone: urgent + informal.

Test conducted June 2026. Results may vary. Mixingo output shown is from pre-launch model. Full methodology →

04 — FOUNDING PRICING

Start free.
If it works, $3.99 keeps it working.

CURIOUS

Free

Try it on your messiest sentence. No account needed to start.

Start translating

✓ 250K characters / month
✓ Web translator + API
✓ 2 active API keys
✓ No credit card required

RECOMMENDED

BUILDER

^$3.99/ month

For developers and creators shipping products for multilingual users.

Go Builder ↗

✓ 1M characters / month
✓ 30 API requests / minute
✓ 5 active API keys
✓ Priority translation queue

BUSINESS

Let’s talk

For growing products with serious multilingual needs.

Book a conversation

✓ Custom usage limits
✓ Dedicated support
✓ Integration guidance
✓ Early feature access

First 1,000 beta members lock in $29.99/year — permanently. After that, yearly goes to $39.99. This is the only time this price exists.

05 — FAQ

Real questions.
Straight answers.

Why not just use GPT-4 with a prompt?+

You can. A lot of developers start there. But you'll spend time maintaining that prompt, debugging edge cases, handling script detection yourself, and paying frontier model prices for every translation call. Mixingo is a purpose-built endpoint — cheaper per call, no prompt maintenance, structured output every time.

What exactly is code-mixed text?+

It's how multilingual people naturally communicate — switching between languages, scripts, and slang within the same sentence. Think Hinglish, Spanglish, Arabizi, Taglish, and countless everyday combinations.

Can I use Mixingo without signing up?+

Yes. Anonymous visitors can translate up to 1,000 characters at a time, with no account or credit card needed.

Which languages does Mixingo support?+

Hinglish, Spanglish, Taglish, Singlish, Arabizi, and Manglish are fully supported at launch. More pairs are added based on what beta users actually send — not what we assume they'll need.

What does the API actually return?+

A JSON response with the translated text, detected language mix, script type, and tone classification. Streaming available for live chat use cases. See the developer page for the full schema preview.

Does web and API usage share the same limit?+

Yes. Signed-in accounts use one clear, unified character allowance across both web and API translation.

Can Mixingo translate PDFs or files?+

Not yet. Mixingo is focused on fast, excellent text translation today. File translation is on the roadmap.

06 — PRIVATE BETA

2 billion people mix languages daily.
No translator was built for them. Until now.

Join the founding waitlist — this is the only time these terms exist.

— You get in before anyone else
— You lock in $29.99/year forever (goes to $39.99 after 1,000 signups)
— You tell us which language pairs to build next

✦

Say it your way.
We'll understand.

It's going to come back wrong on Google. It doesn't have to.

Join the Mixingo beta ↗Private beta · Founding access · Built with early users

Say it your way.We'll translate it right.

Two billion people mix languages every day.Every translator acts like they don't.