Machine Translation Blog

Most companies don't translate every day — they translate on demand, by project. Here's what a single email campaign confirmed about how corporate translation demand actually works.

Our platform data shows 60,000+ monthly sessions on Twi, Tamazight, and Inuktitut — with some of the lowest bounce rates on the site. We ran all three through every AI model we support. Here's exactly what happened.

GPT-4.1-NANO costs $0.40/M output tokens. Claude Opus 4-7 costs $25.00/M. We ran both on a French idiom, a Japanese legal clause, and an Arabic emotional phrase. The results were not what we expected.

We evaluated 6 AI translation platforms (MachineTranslation.com, DeepL, ChatGPT, Claude, DeepSeek, and Google Translate) across business, legal, and creative content. Here's how they scored.

We ran 5 real World Cup 2026 press conference quotes through 22 AI models — Scaloni, Mbappé, Vinicius Jr., Wirtz. One 7-word quote produced zero agreement across the models.

I ran two French idioms through every GPT and DeepSeek model we support. On the first, they all agreed. On the second, they split — and the split told me more than the agreement did.

We're building a Model Context Protocol connector for MachineTranslation.com. Here's the thinking behind it, and why we believe the future of AI translation isn't a separate tool at all.

We ran the 67 trend through every AI model we support. "Brainrot" went three different directions. Here's what AI does with internet slang it has no word for.

Can you use AI translation for immigration documents? Here's what it genuinely helps with, what USCIS won't accept, and how MachineTranslation.com's human verification option changes the equation.

We tested Claude and GPT-4.1 on the same phrases in MachineTranslation.com, the only platform where both run simultaneously. The results reveal something neither company will tell you.

We tested tokenmaxxing, vibe coding, AI slop, and AI wrapper through 22 AI models on MachineTranslation.com. The results reveal exactly how AI handles vocabulary it helped create, and where it fails.

Google AI Mode doesn't care about your rankings. As CMO of Tomedes, here's what I think it actually rewards — and what translation companies need to do about it.