---
title: "Discussion on \"Your LLM Limits Were Tuned in English: A Multilingual Token Budget Audit\" | Hashnode"
description: "Discussion on \"Your LLM Limits Were Tuned in English: A Multilingual Token Budget Audit\". max_tokens, history windows, rate limits, input caps and RAG chunks all shrink for Hindi, Tamil and Arabic users. Here's how to measure and fix it."
url: "https://hashnode.com/posts/llm-token-limits-non-english-languages/6af2a05341653c7b04720a67"
---

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# [Your LLM Limits Were Tuned in English: A Multilingual Token Budget Audit](https://simplyexplained.hashnode.dev/llm-token-limits-non-english-languages?utm_source=hashnode&utm_medium=feed)

max\_tokens, history windows, rate limits, input caps and RAG chunks all shrink for Hindi, Tamil and Arabic users. Here's how to measure and fix it.

8h ago · 10 min read · simplyexplained.hashnode.dev  
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-   [#llm](https://hashnode.com/tag/llm)
-   [#ai](https://hashnode.com/tag/ai)
-   [#i18n](https://hashnode.com/tag/i18n)
-   [#software-engineering](https://hashnode.com/tag/software-engineering)
-   [#backend](https://hashnode.com/tag/backend)

## Written by

[Adam Jaber](https://hashnode.com/@adamjaber)

@adamjaber · Delhi, India

  
[View profile](https://hashnode.com/@adamjaber)

Senior engineer. How AI and software work — and where they quietly break.

I'm a senior software engineer. I write Simply Explained, a plain-English breakdown of how AI and software actually work, and the quiet ways they break: AI fixes that hide bugs, agents that pick the wrong tool, health checks that take down healthy servers. One symptom, one analogy, one fix per piece. New here? Start with the pinned Start Here guide, or get one breakdown a week by email.

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