lang.ugrad · models

translation engines · per-language strength · not ops scorecard

Models that handle translation what each engine supports

Every MT-capable path on lang.ugrad — offline Ollama, edge Workers AI, free APIs — with H / M / L strength per language so you can pick an engine that actually covers your seats. Default offline: qwen3:8b. Default edge: m2m100-1.2b.

H high · M medium · L low · N not for MT

Need offline (pull these)

Engine ranking · skill % · pack coverage

Each engine: skill % first, then covered / total language pack (H+M+L vs full catalog).

Language × engine matrix

Best engine pick per language

Not for translation

Empty / pull later