INDIC ENGINE

Token Cost Calculator

Paste any message in any of 24 supported languages. Get instant token counts across 12 LLMs and a calibrated estimate of what Indic Engine compresses it to — no signup, no API calls.

Your message 0 words

Vertical:

Include output compression (X-Output-Mode: structured)

LLM responds in structured JSON. message field contains full human response. Optional — requires 2 lines of code change.

Try:

Detecting language…

Claude Haiku 4.5

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tokens

GPT-4o

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tokens

Gemini 2.5 Flash

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tokens

After Indic Engine

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compressed tokens

Token reduction vs GPT-4o — → — tokens

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Monthly cost comparison @ 100,000 messages/month · $ = USD · ₹ = Indian Rupee · 1 USD = ₹95

Model	$/1M input	Raw tokens	IE tokens	Reduction	Cost (raw)	Cost (IE+₹6K)	Net saving

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IE column is a calibrated estimate — derived from production stress test data (400/400 messages, June 2026). No API calls are made from this page. Actual compression varies by message complexity and vertical. Live compression is available to paying clients only.
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Token estimates: English ~4 chars/token · Indic scripts ~1.5–2.5× · Arabic/Urdu/Persian ~2.5–3× · Cyrillic ~1.4× · Thai ~2.0× · IE reduction rates from production data (June 2026): Hindi/Marathi/Tamil/Telugu ~72% · Hinglish ~68% · Arabic/Urdu/Persian ~70% · Bangla/Malayalam/Kannada/Gujarati ~65% · Russian ~65% · French/German/Spanish ~60% · English ~55% · Other Latin ~58% · Monthly calc: 100K msgs × input tokens × model rate + output tokens × output rate (80 standard · 36 with output compression) · IE Growth plan ₹6,000/month included · USD/INR ₹95 (June 30, 2026) · Rate updates monthly · Verify at xe.com before committing · Always verify pricing at official provider pages before committing · Input limit: 4,000 characters (~600–800 words).

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