The State of Translation Automation 2026Languages

The 2026 list covers 540 languages across 62 MT systems, 21 more languages than the normalized 2025 list.

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Four vendors added languages since 2025. DeepL went from 34 to 114 languages with DeepL Next Gen, globalese from 26 to 149, Oracle from 22 to 29 and Sarvam from 11 to 23.

Six counts grew only because we changed the source of the list. In 2025 we used an older list for these vendors, and in 2026 the vendor documentation, with more languages: Baidu (28 to 186), NiuTrans (368 to 429), iFLYTEK (14 to 47), Tilde (19 to 33), Alibaba (212 to 226) and Yandex (97 to 108). The NVIDIA count (6 to 35) also comes from the vendor documentation in 2026.

Some lists are shorter in 2026. AppTek went from 72 to 67 languages, Pangeanic from 76 to 23, as the 2025 list was an older ECO Translate list, and Yaraku from 33 to 27.

Constructed and classical languages count, as in 2025. Esperanto is offered by 15 systems, Latin by 12 and Klingon by 5.

Language pairs per MT system, 2026Language pairsPairs no other system offers1101001,00010,000100,0001,000,000NiuTrans: 182,880NiuTrans: 128,447 Pairs no other system offersNiuTransGoogle Cloud Translation: 55,460Google Cloud Translation: 10,772 Pairs no other system offersGoogle Cloud TranslationAlibaba Cloud (Qwen-MT): 47,602Alibaba Cloud (Qwen-MT): 4,160 Pairs no other system offersAlibaba Cloud (Qwen-MT)ModernMT: 34,782ModernMT: 372 Pairs no other system offersModernMTMeta AI (NLLB-200): 34,410Meta AI (NLLB-200): 6 Pairs no other system offersMeta AI (NLLB-200)Baidu Translate: 34,094Baidu Translate: 1,698 Pairs no other system offersBaidu TranslateLara 2 by Translated: 24,770Lara 2 by Translated: 332 Pairs no other system offersLara 2 by Translatedglobalese by memoQ: 22,052globalese by memoQ: 76 Pairs no other system offersglobalese by memoQLilt: 16,770Lilt: 18 Pairs no other system offersLiltAzure Translator in Foundry Tools: 16,256Azure Translator in Foundry Tools: 288 Pairs no other system offersAzure Translator in Foundry ToolsVolcengine MT: 15,500Volcengine MT: 562 Pairs no other system offersVolcengine MTDeepL: 12,882DeepL: 4 Pairs no other system offersDeepLYoudao: 12,210YoudaoLingvanex: 11,556LingvanexYandex Translate: 11,534Yandex Translate: 1,559 Pairs no other system offersYandex TranslateM2M-100: 9,900M2M-100: 198 Pairs no other system offersM2M-100RWS Language Weaver: 7,140RWS Language Weaver: 168 Pairs no other system offersRWS Language WeaverAmazon Translate: 4,970Amazon TranslateAppTek: 4,291AppTekmBART-50: 2,652mBART-50KantanAI: 2,550KantanAIiFLYTEK: 2,086iFLYTEKSAP Translation Hub: 1,560SAP Translation HubOPUS-MT (Helsinki-NLP): 1,445OPUS-MT (Helsinki-NLP): 62 Pairs no other system offersOPUS-MT (Helsinki-NLP)Devnagri: 1,332DevnagriNVIDIA (Riva Translate): 1,190NVIDIA (Riva Translate)Tilde: 1,056TildeMinna no Jidou Honyaku @KI: 870Minna no Jidou Honyaku @KIAfrican Languages Lab (ALL-Lab): 870African Languages Lab (ALL-Lab)Oracle Translate (OCI Language): 812Oracle Translate (OCI Language)Supertext: 756SupertextYaraku Translate: 702Yaraku TranslateTartuNLP: 702TartuNLP: 376 Pairs no other system offersTartuNLPReverso: 650ReversoOmniscien Language Studio: 600Omniscien Language StudioReverie: 506ReverieWidn.AI: 506Widn.AISarvam AI: 506Sarvam AI: 8 Pairs no other system offersSarvam AIECO Translate (Pangeanic): 506ECO Translate (Pangeanic)SYSTRAN by ChapsVision: 390SYSTRAN by ChapsVisionTencent Machine Translation: 272Tencent Machine TranslationPROMT: 236PROMTRoyalFlush: 132RoyalFlushCloudTranslation (云译): 71CloudTranslation (云译)Papago (NAVER Cloud): 58Papago (NAVER Cloud)Rozetta T-4OO: 54Rozetta T-4OOCOTOHA Translator: 50COTOHA TranslatorMirai Translate: 48Mirai TranslateLINDAT (Charles University): 42LINDAT (Charles University)XL8: 31XL8TREBE: 30TREBETilmoch: 30Tilmoch: 10 Pairs no other system offersTilmochElia (by Elhuyar): 30Elia (by Elhuyar)Phrase (NextMT / Next GenMT): 14Phrase (NextMT / Next GenMT)MoxWave (Process9): 12MoxWave (Process9)T-tact AN-ZIN: 12T-tact AN-ZINAISA Digital: 6AISA DigitalLesan AI: 6Lesan AIFujitsu: 6FujitsuGTCOM (GeWu / 格物): 6GTCOM (GeWu / 格物)Prompsit: 5PrompsitArabic.AI (by Tarjama&): 2Arabic.AI (by Tarjama&)Log scale. A system with a language list counts as translating between any two of its languages.Company, product and model names and logos are shown for informational purposes only. All trademarks and logos belong to their respective owners. Their use does not implyaffiliation or endorsement.

NiuTrans offers the most pairs, 182,880, and no other system offers 128,447 of them. Google Cloud Translation follows with 55,460 and Alibaba with 47,602.

Languages and language pairs per MT system, 2026 and 2025

SystemLanguages 2026Languages 2025Change since 2025Language pairsPairs no other system offersNote
NiuTrans429368new source of the list182,880128,447
Google Cloud Translation23623655,46010,772
Alibaba Cloud (Qwen-MT)226212new source of the list47,6024,160
OPUS-MT (Helsinki-NLP)2032031,44562
ModernMT18718734,782372
Meta AI (NLLB-200)18618634,4106
Baidu Translate18628new source of the list34,0941,698
Lara 2 by Translated180new in 202624,770332lower bound: 200+ languages per the vendor
globalese by memoQ14926added by the vendor22,05276
Lilt130new in 202616,77018pairs: upper bound, the V3 models translate only within their language groups
Azure Translator in Foundry Tools12812816,256288
Volcengine MT125new in 202615,500562
DeepL11434added by the vendor12,8824
Youdao11111112,2100
Lingvanex10810811,5560
Yandex Translate10897new source of the list11,5341,559
M2M-1001001009,900198
RWS Language Weaver85857,140168
Amazon Translate71714,9700
AppTek6772shorter list4,2910
Omniscien Language Studio60new in 2026600pairs: ~600, the vendor figure, with no list of the pairs
SYSTRAN by ChapsVision60603900
mBART-5052522,6520
KantanAI51new in 20262,5500
iFLYTEK4714new source of the list2,0860
PROMT46462360
SAP Translation Hub40401,5600
Devnagri37new in 20261,3320
NVIDIA (Riva Translate)356new source of the list1,1900
Tilde3319new source of the list1,0560
Minna no Jidou Honyaku @KI30308700
African Languages Lab (ALL-Lab)30new in 20268700
Oracle Translate (OCI Language)2922added by the vendor8120
Supertext28new in 20267560
XL82828310
Yaraku Translate2733shorter list7020
TartuNLP2727702376
Reverso26266500
CloudTranslation (云译)2528710
Rozetta T-4OO2525540
Reverie23new in 20265060
Widn.AI23new in 20265060
Sarvam AI2311added by the vendor5068
ECO Translate (Pangeanic)2376shorter list5060the 2025 list was an older ECO Translate list
Tencent Machine Translation17172720
COTOHA Translator1414500
Mirai Translate1414480
Papago (NAVER Cloud)1313580
MoxWave (Process9)1313120
RoyalFlush12121320
Phrase (NextMT / Next GenMT)88140
LINDAT (Charles University)78420
TREBE66300
Tilmoch663010
Elia (by Elhuyar)66300
T-tact AN-ZIN4new in 2026120
AISA Digital4460
Prompsit4new in 202650
Lesan AI3360
Fujitsu3360
GTCOM (GeWu / 格物)3360
Arabic.AI (by Tarjama&)2220

Units — Languages 2026: languages; Languages 2025: languages; Language pairs: pairs; Pairs no other system offers: pairs

Added by the vendor: the vendor added languages since 2025. New source of the list: in 2025 we used an older list, in 2026 the vendor documentation.

Languages added since 2025

LanguageCodeDescriptionSystems
Central Puebla NahuatlncxA Nahuan language spoken by ~16,000 people south of the city of Puebla in Mexico.
  • NiuTrans
ChuwabuchwA Bantu language spoken along the central coast of Mozambique.
  • NiuTrans
CreecrA dialect continuum of Algonquian languages, spoken by ~86,000 people across Canada.
  • Baidu Translate
KabardiankbdA Northwest Caucasian language, also called East Circassian, official in Kabardino-Balkaria and Karachay-Cherkessia and mostly spoken in the Circassian diaspora.
  • Yandex Translate
Karachay-BalkarkrcA Turkic language spoken by the Karachays and Balkars in Kabardino-Balkaria and Karachay-Cherkessia, in the Caucasus.
  • Yandex Translate
KonkanikokAn Indo-Aryan language of the western coast of India and the official language of the state of Goa.
  • Baidu Translate
  • Sarvam AI
LimbulifA Sino-Tibetan language spoken by the Limbu people of Nepal and Northeastern India.
  • RWS Language Weaver
MakhuwavmwThe most widely spoken Indigenous language of Mozambique, a Bantu language of the north with ~5.8 million speakers.
  • NiuTrans
Mambwe-LungumgrA Bantu language spoken by the Mambwe and Lungu peoples at the southern end of Lake Tanganyika, in Tanzania and Zambia.
  • NiuTrans
Metlatónoc MixtecmxvThe Metlatónoc variety of Silacayoapan Mixtec, a Mixtec language of the Mexican states of Puebla and Guerrero.
  • NiuTrans
Min Nan ChinesenanA group of Chinese languages, also called Southern Min, spoken in Fujian, most of Taiwan, Hainan and in Southeast Asia.
  • Volcengine MT
Northern Puebla NahuatlncjOne of the Sierra Puebla varieties of Nahuatl, spoken in northwestern Puebla state in Mexico.
  • NiuTrans
N’KonqoThe literary standard of the Manding languages of West Africa, written in the N'Ko script that Solomana Kanté devised in 1949.
  • Baidu Translate
Old EnglishangThe earliest recorded form of English, spoken in England and southern and eastern Scotland in the Early Middle Ages.
  • NiuTrans
Papantla TotonactopAn Indigenous language of Mexico, also called Lowland Totonac, spoken in Veracruz around the city of Papantla.
  • NiuTrans
PlautdietschpdtMennonite Low German, an East Low German dialect with Dutch influence that developed in the 16th and 17th centuries in the Vistula delta.
  • NiuTrans
S'gaw KarenkswA Sino-Tibetan language spoken by over 2 million people in Myanmar and ~200,000 in Thailand.
  • NiuTrans
SindarinsjnA constructed language that J. R. R. Tolkien devised for the Elves in his stories of Middle-earth.
  • Yandex Translate
Toki PonatokA constructed language with a small vocabulary, created by Sonja Lang and first published online in 2001.
  • NiuTrans
West FlemishvlsA Low Franconian language spoken in western Belgium and the neighbouring areas of France and the Netherlands.
  • Lara 2 by Translated
Wu ChinesewuuA group of Chinese languages spoken in Shanghai, Zhejiang and southern Jiangsu.
  • Volcengine MT

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