Alconost MT/ Evaluate

AI tool using LLMs to evaluate and improve translations

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September 23, 2025 How Do You Know If Your Business Translations Are Actually Good? Alconost Launches Free AI Tool to Assess and Improve Translation Quality

🚀 You know that question we all face: Is this translation actually good? And how can I make it better? We decided to experiment with AI. So we tried to find out: Can we use LLMs to evaluate translation quality?

Our answer: yes.

We built Alconost.MT/Evaluate - an experimental AI tool that takes your translation and runs it through an AI model (GPT-4, Claude). You get scores and specific feedback on what's wrong and how to fix it. 

▪️ LLM-based review: сhoose which model (GPT-4, Claude, etc.) will evaluate your text.

▪️ Batch processing so you can check hundreds of segments at once
▪️ Clear, structured scores across accuracy, fluency, and more
▪️ In-depth explanations that don’t just say what’s wrong - but why, and how to fix it

If you're a localization manager, translator, developer, or anyone interested in checking translation quality with LLMs -  try it on your own content.

👉 An experimental tool, currently under development - we'd love for you to try it out and give us feedback https://alconost.mt

It helps us make the tool even better!

#Localization #AI #TranslationQuality #MachineTranslation #LLM #Alconost


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We built the tool to answer one question: Is this translation good, and how can I improve it? Powered by LLMs, it scores accuracy, fluency, and more, with clear fixes and batch processing for fast, structured reviews