Of 59 machine translation vendors, 31 support custom terminology.
Machine translation models by vendor, August 2026
| Vendor | Stock NMT model | LLM-based model | Custom terminology support | Static domain adaptation | Dynamic domain adaptation |
|---|---|---|---|---|---|
| Acolad | Lia Translate | ||||
| African Languages Lab | Yes | Mansa Translate | Yes | ||
| Alibaba | alimt |
| Qwen-MT | alimt | |
| Amazon | Translate | Translate | Translate | ||
| AppTek | Yes | Yes | Yes | ||
| Baidu | Translate | LLM translation model | Translate | Translate | |
| BSC | SalamandraTA | ||||
| ByteDance | Volcengine MT | Seed-X | Volcengine MT | ||
| ChapsVision | SYSTRAN | SYSTRAN | SYSTRAN | SYSTRAN | |
| Cohere | Command A Translate | ||||
| DeepL | Yes | Next Gen | Yes | ||
| Devnagri | Yes | ||||
| Elhuyar | Elia | Elia | |||
| Fujitsu | Yes | Yes | |||
| Global Tone Communication | GeWu (格物) | ||||
| Cloud Translation |
| Cloud Translation | Cloud Translation | Cloud Translation | |
| Hithink RoyalFlush | Yes | ||||
| iFLYTEK | Yes | ||||
| Kawamura International | Minna no Jidou Honyaku @KI | Minna no Jidou Honyaku @KI | |||
| Keywords Studios | KantanAI | KantanAI | KantanAI | ||
| LanguageLine | SmartMATE | ||||
| Lesan AI | Yes | ||||
| Lilt | Yes | Yes | Yes | Yes | |
| memoQ | globalese | globalese | globalese | ||
| Microsoft | Azure Translator in Foundry Tools | Azure Translator in Foundry Tools | Azure Translator in Foundry Tools | Azure Translator in Foundry Tools | |
| Mirai Translate | Yes | Yes | |||
| NAVER | Papago | ||||
| NetEase Youdao | Yes | Ziyue Translation LLM 2.0 | |||
| NiuTrans | Yes | LMT-60 | |||
| Nordicwise | Lingvanex | Lingvanex | Lingvanex | ||
| NTT DOCOMO BUSINESS | COTOHA Translator | ||||
| Omniscien Technologies | Language Studio | Language Studio | Language Studio | ||
| Oracle | Translate (OCI Language) | ||||
| Pangeanic | ECO Translate | ECO Translate | ECO Translate | ECO Translate | |
| Phrase |
|
|
| ||
| Process Nine Technologies | MoxWave | ||||
| Prompsit Language Engineering | Yes | Yes | |||
| PROMT | Yes | Yes | |||
| Reverie Language Technologies | Yes | ||||
| Reverso | Yes | Yes | |||
| Rozetta | T-4OO | LLM translation engine | T-4OO | ||
| RWS | Language Weaver | Language Weaver Pro | Language Weaver | Language Weaver | |
| SAP | Translation Hub | Translation Hub | |||
| Sarvam AI | Yes |
| |||
| Shenzhen Yunyi Technology | CloudTranslation (云译) | ||||
| Supertext | Yes | LLM | Yes | Yes | |
| Tarjama | Arabic.AI LLM-X | ||||
| Tencent | Machine Translation | HY MT2 | Machine Translation | ||
| Tilde | Yes | Yes | Yes | ||
| Tilmoch AI | Yes | ||||
| TOIN Corporation | T-tact AN-ZIN | T-tact AN-ZIN | T-tact AN-ZIN | ||
| Translasia Holdings | AISA Digital | AISA Digital | |||
| Translated | ModernMT | Lara 2 |
|
| |
| TransPerfect |
| Widn.AI | Widn.AI | ||
| TREBE Language Technologies | Yes | ||||
| Xiaomi | MiLMMT-v1.0 | ||||
| XL8 | Yes | ||||
| Yandex | Translate | Translate | |||
| Yaraku | Translate | Translate | Translate |
Yes: the model has the same name as the vendor. We use the model names of the vendors, or the names in our benchmark. We don't have a model name for the Baidu and Rozetta LLM translation models.