Machine Translation Blog

A single AI model translated "out-of-pocket" into Haitian Creole as a phrase that does not exist in the language. The person receiving it had no signal it was wrong. Here is why this keeps happening.

We haven't launched it yet, but we've made the decision: paying users on MachineTranslation.com will get access to more advanced AI models. Here's the thinking behind it.

Legal contracts, HR documents, financial reports, technical files, and compliance filings all fail differently when AI translation gets them wrong. We tested each type across 22 models. Here's what the results showed.

GPT-4.1 and DeepSeek V3 take different approaches to translation quality, cost, and reliability. Compare both live on MachineTranslation.com, no commitment required.

We ran the Hebrew idiom לאכול סרטים through seven AI models on MachineTranslation.com. None produced the correct meaning. Here's what each model did instead, and what it reveals about how AI handles idiomatic language.

French translation on MachineTranslation.com jumped 230% in one week. Here is what is driving it, why French is harder than AI tools admit, and how multi-engine consensus handles it.

Over 250,000 people a month search for "accurate" translation and almost none find a real answer. Here is what translation accuracy actually means, with live data from 22 AI models.

MachineTranslation.com ran "I love you," "Sorry," "Goodbye," and seven other everyday phrases through 22 AI models at once. Here is what the agreements and disagreements reveal.

I ran the same Spanish idiom through five versions of ChatGPT at once. Two gave literal nonsense. Three gave correct but different translations. Here is what that reveals about AI translation quality.

MachineTranslation.com ran its first large-scale email campaign to 24,000 users. Here's the honest A/B test debrief — open rates, click rates, what tanked, what we changed.

Grok has real-time web access and strong cultural relevance. Llama is open-source, free to self-host, and supports 200+ languages. Here is how they compare for translation, and what the data shows.

RSS is XML, and most AI translation tools break the tags when they translate the text. Here's how to translate RSS feeds correctly, whether you're a reader following foreign content or a publisher distributing globally.