Windy TranslateEnglish translation and speech-to-text models en
272 models into English, 231 from English, 17 speech-to-text. Best scored into English: Bulgarian to English (chrF++ 68.8). Best scored from English: English to French (chrF++ 69.6).
Which open models work for English?
Windy Translate lists 272 open translation models into English and 231 from English (502 different models: some cover both directions). All of them can be downloaded from Hugging Face and run on your own hardware. By licence: 397 Apache-2.0 and 104 CC-BY-4.0 (terms and attribution text: licensing). 173 of them have a screening score on FLORES-200. The best scored into English is translate-tc-big-bg-en (chrF++ 68.8, Excellent). The best scored from English is translate-tc-big-en-fr (chrF++ 69.6, Excellent).
By band, the scored English models are 28 Excellent, 56 Good, 50 Usable, 32 Limited and 7 Not recommended (Excellent is chrF++ 60 or more, Good 45 to 60, Usable 30 to 45, Limited 15 to 30). A score is a 48-sentence screening of news and encyclopedia text, not a measure of accuracy, and a difference of a point or two is noise. How we measured.
Speech-to-text. 5 speech-to-text models made for English: listen-windy-distil-large, listen-windy-distil-medium, listen-windy-distil-small, listen-windy-edge and windy-edge-ggml. Also, Whisper's tokenizer lists English as one of its languages, so all 12 multilingual Whisper-based models here can transcribe it: see the speech models. Accuracy differs a lot between languages and model sizes, and this site has not measured speech accuracy.
Each model page has a short snippet to download and run the model yourself, its licence and attribution text, and its score where there is one. Pick the best scored model for your direction, then try it on a few sentences of your own text: a screening score is a starting point, not a guarantee.
Into English
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| Bulgarian to English best scored translate-tc-big-bg-en | 68.8 Excellent | CC-BY-4.0 |
| Swedish to English translate-sv-en | 67.8 Excellent | Apache-2.0 |
| Danish to English translate-da-en | 66.3 Excellent | Apache-2.0 |
| French to English translate-tc-big-fr-en | 66.2 Excellent | CC-BY-4.0 |
| Maltese to English translate-mt-en | 65.7 Excellent | Apache-2.0 |
| German to English translate-de-en | 65.4 Excellent | Apache-2.0 |
| Hebrew to English translate-tc-big-he-en | 64.6 Excellent | CC-BY-4.0 |
| Afrikaans to English translate-af-en | 64.4 Excellent | Apache-2.0 |
| Estonian to English translate-tc-big-et-en | 64.1 Excellent | CC-BY-4.0 |
| Turkish to English translate-tc-big-tr-en | 64.0 Excellent | CC-BY-4.0 |
| French to English translate-fr-en | 63.1 Excellent | Apache-2.0 |
| Serbo-Croatian to English translate-tc-big-sh-en | 62.5 Excellent | CC-BY-4.0 |
| Finnish to English translate-tc-big-fi-en | 62.3 Excellent | CC-BY-4.0 |
| Dutch to English translate-nl-en | 61.6 Excellent | Apache-2.0 |
| Lithuanian to English translate-tc-big-lt-en | 60.9 Excellent | CC-BY-4.0 |
| Hungarian to English translate-tc-big-hu-en | 60.9 Excellent | CC-BY-4.0 |
| Estonian to English translate-et-en | 59.8 Good | Apache-2.0 |
| Czech to English translate-cs-en | 59.6 Good | Apache-2.0 |
| Irish to English translate-ga-en | 58.9 Good | Apache-2.0 |
| Macedonian to English translate-mk-en | 58.7 Good | Apache-2.0 |
| Bulgarian to English translate-bg-en | 58.7 Good | Apache-2.0 |
| Hungarian to English translate-hu-en | 58.6 Good | Apache-2.0 |
| Indonesian to English translate-id-en | 58.5 Good | Apache-2.0 |
| Turkish to English translate-tr-en | 58.4 Good | Apache-2.0 |
| Italian to English translate-it-en | 57.9 Good | Apache-2.0 |
| Slovak to English translate-sk-en | 57.8 Good | Apache-2.0 |
| Spanish to English translate-es-en | 57.7 Good | Apache-2.0 |
| Russian to English translate-ru-en | 56.5 Good | CC-BY-4.0 |
| Finnish to English translate-fi-en | 56.3 Good | Apache-2.0 |
| Cebuano to English translate-ceb-en | 56.2 Good | Apache-2.0 |
| Polish to English translate-pl-en | 54.5 Good | Apache-2.0 |
| Catalan to English translate-ca-en | 53.7 Good | Apache-2.0 |
| Ukrainian to English translate-uk-en | 53.6 Good | Apache-2.0 |
| Ilocano to English translate-ilo-en | 52.6 Good | Apache-2.0 |
| Vietnamese to English translate-vi-en | 51.6 Good | Apache-2.0 |
| Chinese to English translate-zh-en | 51.5 Good | CC-BY-4.0 |
| Papiamento to English translate-pap-en | 49.6 Good | Apache-2.0 |
| Waray to English translate-war-en | 48.7 Good | Apache-2.0 |
| Icelandic to English translate-is-en | 48.2 Good | Apache-2.0 |
| Thai to English translate-th-en | 48.2 Good | Apache-2.0 |
| Galician to English translate-gl-en | 47.8 Good | Apache-2.0 |
| Esperanto to English translate-eo-en | 46.3 Good | Apache-2.0 |
| Korean to English translate-ko-en | 45.4 Good | Apache-2.0 |
| Bengali to English translate-bn-en | 45.4 Good | Apache-2.0 |
| Basque to English translate-eu-en | 45.3 Good | Apache-2.0 |
| Xhosa to English translate-xh-en | 44.9 Usable | Apache-2.0 |
| Japanese to English translate-ja-en | 44.7 Usable | Apache-2.0 |
| Tsonga to English translate-ts-en | 42.4 Usable | Apache-2.0 |
| Northern Sotho to English translate-nso-en | 41.5 Usable | Apache-2.0 |
| Hindi to English translate-hi-en | 40.5 Usable | Apache-2.0 |
| Chichewa to English translate-ny-en | 39.6 Usable | Apache-2.0 |
| Shona to English translate-sn-en | 39.3 Usable | Apache-2.0 |
| Tswana to English translate-tn-en | 38.0 Usable | Apache-2.0 |
| Kirundi to English translate-rn-en | 35.5 Usable | Apache-2.0 |
| Pangasinan to English translate-pag-en | 35.3 Usable | Apache-2.0 |
| Welsh to English translate-cy-en | 35.1 Usable | Apache-2.0 |
| Sesotho to English translate-st-en | 34.6 Usable | Apache-2.0 |
| Lingala to English translate-ln-en | 34.0 Usable | Apache-2.0 |
| Kinyarwanda to English translate-rw-en | 33.7 Usable | Apache-2.0 |
| Kirundi to English translate-run-en | 33.1 Usable | Apache-2.0 |
| Bemba to English translate-bem-en | 33.1 Usable | Apache-2.0 |
| Haitian Creole to English translate-ht-en | 32.4 Usable | Apache-2.0 |
| Armenian to English translate-hy-en | 31.3 Usable | Apache-2.0 |
| Samoan to English translate-sm-en | 30.8 Usable | Apache-2.0 |
| Ewe to English translate-ee-en | 30.7 Usable | Apache-2.0 |
| Urdu to English translate-ur-en | 30.6 Usable | Apache-2.0 |
| Igbo to English translate-ig-en | 30.5 Usable | Apache-2.0 |
| Fijian to English translate-fj-en | 29.3 Limited | Apache-2.0 |
| Punjabi to English translate-pa-en | 29.2 Limited | Apache-2.0 |
| Malayalam to English translate-ml-en | 29.0 Limited | Apache-2.0 |
| Georgian to English translate-ka-en | 29.0 Limited | Apache-2.0 |
| Tok Pisin to English translate-tpi-en | 28.0 Limited | Apache-2.0 |
| Hausa to English translate-ha-en | 26.0 Limited | Apache-2.0 |
| Tumbuka to English translate-tum-en | 25.9 Limited | Apache-2.0 |
| Tigrinya to English translate-ti-en | 24.0 Limited | Apache-2.0 |
| Luo to English translate-luo-en | 24.0 Limited | Apache-2.0 |
| Kongo to English translate-kg-en | 23.7 Limited | Apache-2.0 |
| Luba-Kasai to English translate-lua-en | 23.2 Limited | Apache-2.0 |
| Mizo to English translate-lus-en | 22.3 Limited | Apache-2.0 |
| Luganda to English translate-lg-en | 21.9 Limited | Apache-2.0 |
| Swati to English translate-ss-en | 21.3 Limited | Apache-2.0 |
| Yoruba to English translate-yo-en | 20.9 Limited | Apache-2.0 |
| Sango to English translate-sg-en | 19.9 Limited | Apache-2.0 |
| Umbundu to English translate-umb-en | 18.8 Limited | Apache-2.0 |
| Mossi to English translate-mos-en | 18.6 Limited | Apache-2.0 |
| Marathi to English translate-mr-en | 16.6 Limited | Apache-2.0 |
| Kabyle to English translate-kab-en | 11.5 Not recommended | Apache-2.0 |
| Greek to English translate-tc-big-el-en | 3.6 Not recommended | CC-BY-4.0 |
| Korean to English translate-tc-big-ko-en | 3.0 Not recommended | CC-BY-4.0 |
| Italian to English translate-tc-big-it-en | 1.5 Not recommended | CC-BY-4.0 |
| Austro-Asiatic languages to English translate-aav-en | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to English translate-afa-en | not in FLORES-200 | Apache-2.0 |
| Atlantic-Congo languages to English translate-alv-en | not in FLORES-200 | Apache-2.0 |
| Arabic to English translate-ar-en | not in FLORES-200 | Apache-2.0 |
| Artificial languages to English translate-art-en | not in FLORES-200 | Apache-2.0 |
| American Sign Language to English translate-ase-en | not in FLORES-200 | Apache-2.0 |
| Azerbaijani to English translate-az-en | not in FLORES-200 | Apache-2.0 |
| Baltic languages to English translate-bat-en | not in FLORES-200 | Apache-2.0 |
| Central Bikol to English translate-bcl-en | not in FLORES-200 | Apache-2.0 |
| Berber languages to English translate-ber-en | not in FLORES-200 | Apache-2.0 |
| Bislama to English translate-bi-en | not in FLORES-200 | Apache-2.0 |
| Bantu languages to English translate-bnt-en | not in FLORES-200 | Apache-2.0 |
| Brazilian Sign Language to English translate-bzs-en | not in FLORES-200 | Apache-2.0 |
| Caucasian languages to English translate-cau-en | not in FLORES-200 | Apache-2.0 |
| South Caucasian languages to English translate-ccs-en | not in FLORES-200 | Apache-2.0 |
| Celtic languages to English translate-cel-en | not in FLORES-200 | Apache-2.0 |
| Chuukese to English translate-chk-en | not in FLORES-200 | Apache-2.0 |
| French-based creoles to English translate-cpf-en | not in FLORES-200 | Apache-2.0 |
| Portuguese-based creoles to English translate-cpp-en | not in FLORES-200 | Apache-2.0 |
| Seychellois Creole to English translate-crs-en | not in FLORES-200 | Apache-2.0 |
| Cushitic languages to English translate-cus-en | not in FLORES-200 | Apache-2.0 |
| Dravidian languages to English translate-dra-en | not in FLORES-200 | Apache-2.0 |
| Efik to English translate-efi-en | not in FLORES-200 | Apache-2.0 |
| English, Greek, Spanish and Finnish to English, Greek, Spanish and Finnish translate-en_el_es_fi-en_el_es_fi | not in FLORES-200 | Apache-2.0 |
| Basque (family) to English translate-euq-en | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to English translate-fiu-en | not in FLORES-200 | Apache-2.0 |
| Ga to English translate-gaa-en | not in FLORES-200 | Apache-2.0 |
| Germanic languages to English translate-gem-en | not in FLORES-200 | Apache-2.0 |
| Gilbertese to English translate-gil-en | not in FLORES-200 | Apache-2.0 |
| North Germanic languages to English translate-gmq-en | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to English translate-gmw-en | not in FLORES-200 | Apache-2.0 |
| Greek languages to English translate-grk-en | not in FLORES-200 | Apache-2.0 |
| Gun to English translate-guw-en | not in FLORES-200 | Apache-2.0 |
| Manx to English translate-gv-en | not in FLORES-200 | Apache-2.0 |
| Hiligaynon to English translate-hil-en | not in FLORES-200 | Apache-2.0 |
| Hiri Motu to English translate-ho-en | not in FLORES-200 | Apache-2.0 |
| Indo-Iranian languages to English translate-iir-en | not in FLORES-200 | Apache-2.0 |
| Indic languages to English translate-inc-en | not in FLORES-200 | Apache-2.0 |
| Indo-European languages to English translate-ine-en | not in FLORES-200 | Apache-2.0 |
| Isoko to English translate-iso-en | not in FLORES-200 | Apache-2.0 |
| Italic languages to English translate-itc-en | not in FLORES-200 | Apache-2.0 |
| "jap" (code as used upstream; Bible-corpus model) to English translate-jap-en | not in FLORES-200 | Apache-2.0 |
| Kuanyama to English translate-kj-en | not in FLORES-200 | Apache-2.0 |
| Greenlandic to English translate-kl-en | not in FLORES-200 | Apache-2.0 |
| Kaonde to English translate-kqn-en | not in FLORES-200 | Apache-2.0 |
| Kwangali to English translate-kwn-en | not in FLORES-200 | Apache-2.0 |
| San Salvador Kongo to English translate-kwy-en | not in FLORES-200 | Apache-2.0 |
| Lozi to English translate-loz-en | not in FLORES-200 | Apache-2.0 |
| Luba-Katanga to English translate-lu-en | not in FLORES-200 | Apache-2.0 |
| Luvale to English translate-lue-en | not in FLORES-200 | Apache-2.0 |
| Lunda to English translate-lun-en | not in FLORES-200 | Apache-2.0 |
| Latvian to English translate-lv-en | not in FLORES-200 | Apache-2.0 |
| Mauritian Creole to English translate-mfe-en | not in FLORES-200 | Apache-2.0 |
| Malagasy to English translate-mg-en | not in FLORES-200 | Apache-2.0 |
| Marshallese to English translate-mh-en | not in FLORES-200 | Apache-2.0 |
| Mon-Khmer languages to English translate-mkh-en | not in FLORES-200 | Apache-2.0 |
| Multiple languages to English translate-mul-en | not in FLORES-200 | Apache-2.0 |
| Ndonga to English translate-ng-en | not in FLORES-200 | Apache-2.0 |
| Niger-Kordofanian languages to English translate-nic-en | not in FLORES-200 | Apache-2.0 |
| Niuean to English translate-niu-en | not in FLORES-200 | Apache-2.0 |
| Nyaneka to English translate-nyk-en | not in FLORES-200 | Apache-2.0 |
| Oromo to English translate-om-en | not in FLORES-200 | Apache-2.0 |
| Philippine languages to English translate-phi-en | not in FLORES-200 | Apache-2.0 |
| Pijin to English translate-pis-en | not in FLORES-200 | Apache-2.0 |
| Pohnpeian to English translate-pon-en | not in FLORES-200 | Apache-2.0 |
| Eastern Malayo-Polynesian languages to English translate-pqe-en | not in FLORES-200 | Apache-2.0 |
| Ruund to English translate-rnd-en | not in FLORES-200 | Apache-2.0 |
| Romance languages to English translate-roa-en | not in FLORES-200 | Apache-2.0 |
| Romance languages (OPUS-MT group) to English translate-ROMANCE-en | not in FLORES-200 | Apache-2.0 |
| Salishan languages to English translate-sal-en | not in FLORES-200 | Apache-2.0 |
| Semitic languages to English translate-sem-en | not in FLORES-200 | Apache-2.0 |
| Slavic languages to English translate-sla-en | not in FLORES-200 | Apache-2.0 |
| Albanian to English translate-sq-en | not in FLORES-200 | Apache-2.0 |
| Sranan Tongo to English translate-srn-en | not in FLORES-200 | Apache-2.0 |
| Congo Swahili to English translate-swc-en | not in FLORES-200 | Apache-2.0 |
| Tai to English translate-taw-en | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-afa-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to German, English and Dutch translate-tc-bible-big-afa-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Afro-Asiatic languages to English translate-tc-bible-big-afa-en | not in FLORES-200 | Apache-2.0 |
| Atlantic-Congo languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-alv-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Baltic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-bat-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Baltic languages to German, English and Dutch translate-tc-bible-big-bat-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Baltic languages to English translate-tc-bible-big-bat-en | not in FLORES-200 | Apache-2.0 |
| Bantu languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-bnt-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Celtic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-cel-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Dravidian languages to German, English and Dutch translate-tc-bible-big-dra-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Dravidian languages to English translate-tc-bible-big-dra-en | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-fiu-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Finno-Ugrian languages to English translate-tc-bible-big-fiu-en | not in FLORES-200 | Apache-2.0 |
| Germanic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-gem-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| North Germanic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-gmq-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| North Germanic languages to English translate-tc-bible-big-gmq-en | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-gmw-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to German, English and Dutch translate-tc-bible-big-gmw-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| West Germanic languages to English translate-tc-bible-big-gmw-en | not in FLORES-200 | Apache-2.0 |
| Indo-Iranian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-iir-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Indo-Iranian languages to English translate-tc-bible-big-iir-en | not in FLORES-200 | Apache-2.0 |
| Indic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-inc-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Indic languages to German, English and Dutch translate-tc-bible-big-inc-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Indic languages to English translate-tc-bible-big-inc-en | not in FLORES-200 | Apache-2.0 |
| Indo-European languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-ine-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Indo-European languages to German, English and Dutch translate-tc-bible-big-ine-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Iranian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-ira-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Italic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-itc-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Italic languages to German, English and Dutch translate-tc-bible-big-itc-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Austronesian languages to English translate-tc-bible-big-map-en | not in FLORES-200 | Apache-2.0 |
| Mon-Khmer languages to German, English and Dutch translate-tc-bible-big-mkh-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Multiple languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-mul-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Multiple languages to German, English and Dutch translate-tc-bible-big-mul-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Philippine languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-phi-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Philippine languages to English translate-tc-bible-big-phi-en | not in FLORES-200 | Apache-2.0 |
| Malayo-Polynesian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-poz-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Malayo-Polynesian languages to English translate-tc-bible-big-poz-en | not in FLORES-200 | Apache-2.0 |
| Eastern Malayo-Polynesian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-pqe-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Western Malayo-Polynesian languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-pqw-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Western Malayo-Polynesian languages to English translate-tc-bible-big-pqw-en | not in FLORES-200 | Apache-2.0 |
| Romance languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-roa-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Romance languages to English translate-tc-bible-big-roa-en | not in FLORES-200 | Apache-2.0 |
| Semitic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-sem-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Semitic languages to German, English and Dutch translate-tc-bible-big-sem-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Semitic languages to English translate-tc-bible-big-sem-en | not in FLORES-200 | Apache-2.0 |
| Slavic languages to German, English and Dutch translate-tc-bible-big-sla-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Slavic languages to English translate-tc-bible-big-sla-en | not in FLORES-200 | Apache-2.0 |
| Tai languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-tai-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Turkic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-trk-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Uralic languages to German, English, French, Portuguese and Spanish translate-tc-bible-big-urj-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Uralic languages to German, English and Dutch translate-tc-bible-big-urj-deu_eng_nld | not in FLORES-200 | Apache-2.0 |
| Chinese (family) to German, English, French, Portuguese and Spanish translate-tc-bible-big-zhx-deu_eng_fra_por_spa | not in FLORES-200 | Apache-2.0 |
| Chinese (family) to English translate-tc-bible-big-zhx-en | not in FLORES-200 | Apache-2.0 |
| Arabic to English translate-tc-big-ar-en | not in FLORES-200 | CC-BY-4.0 |
| Catalan, Occitan and Spanish to English translate-tc-big-cat_oci_spa-en | not in FLORES-200 | CC-BY-4.0 |
| Celtic languages to English translate-tc-big-cel-en | not in FLORES-200 | CC-BY-4.0 |
| Czech and Slovak to English translate-tc-big-ces_slk-en | not in FLORES-200 | CC-BY-4.0 |
| North Germanic languages to English translate-tc-big-gmq-en | not in FLORES-200 | CC-BY-4.0 |
| Latvian to English translate-tc-big-lv-en | not in FLORES-200 | CC-BY-4.0 |
| East Slavic languages to English translate-tc-big-zle-en | not in FLORES-200 | CC-BY-4.0 |
| South Slavic languages to English translate-tc-big-zls-en | not in FLORES-200 | CC-BY-4.0 |
| West Slavic languages to English translate-tc-big-zlw-en | not in FLORES-200 | CC-BY-4.0 |
| Tiv to English translate-tiv-en | not in FLORES-200 | Apache-2.0 |
| Tagalog to English translate-tl-en | not in FLORES-200 | Apache-2.0 |
| Tetela to English translate-tll-en | not in FLORES-200 | Apache-2.0 |
| Tongan to English translate-to-en | not in FLORES-200 | Apache-2.0 |
| Tonga (Zambia) to English translate-toi-en | not in FLORES-200 | Apache-2.0 |
| Turkic languages to English translate-trk-en | not in FLORES-200 | Apache-2.0 |
| Tuvaluan to English translate-tvl-en | not in FLORES-200 | Apache-2.0 |
| Uralic languages to English translate-urj-en | not in FLORES-200 | Apache-2.0 |
| Venda to English translate-ve-en | not in FLORES-200 | Apache-2.0 |
| Walloon to English translate-wa-en | not in FLORES-200 | Apache-2.0 |
| Wolaytta to English translate-wal-en | not in FLORES-200 | Apache-2.0 |
| Afrikaans to English translate-windy-hplt-af-en | score withheld | CC-BY-4.0 |
| Bulgarian to English translate-windy-hplt-bg-en | score withheld | CC-BY-4.0 |
| Bengali to English translate-windy-hplt-bn-en | score withheld | CC-BY-4.0 |
| Welsh to English translate-windy-hplt-cy-en | score withheld | CC-BY-4.0 |
| Esperanto to English translate-windy-hplt-eo-en | not yet scored | CC-BY-4.0 |
| Persian to English translate-windy-hplt-fa-en | not yet scored | CC-BY-4.0 |
| Gujarati to English translate-windy-hplt-gu-en | not yet scored | CC-BY-4.0 |
| Hebrew to English translate-windy-hplt-he-en | not yet scored | CC-BY-4.0 |
| Japanese to English translate-windy-hplt-ja-en | not yet scored | CC-BY-4.0 |
| Kannada to English translate-windy-hplt-kn-en | not yet scored | CC-BY-4.0 |
| Korean to English translate-windy-hplt-ko-en | not yet scored | CC-BY-4.0 |
| Lithuanian to English translate-windy-hplt-lt-en | not yet scored | CC-BY-4.0 |
| Latvian to English translate-windy-hplt-lv-en | not yet scored | CC-BY-4.0 |
| Macedonian to English translate-windy-hplt-mk-en | not yet scored | CC-BY-4.0 |
| Malayalam to English translate-windy-hplt-ml-en | not yet scored | CC-BY-4.0 |
| Marathi to English translate-windy-hplt-mr-en | not yet scored | CC-BY-4.0 |
| Malay to English translate-windy-hplt-ms-en | not yet scored | CC-BY-4.0 |
| Nepali to English translate-windy-hplt-ne-en | not yet scored | CC-BY-4.0 |
| Sinhala to English translate-windy-hplt-si-en | not yet scored | CC-BY-4.0 |
| Slovak to English translate-windy-hplt-sk-en | not yet scored | CC-BY-4.0 |
| Slovenian to English translate-windy-hplt-sl-en | not yet scored | CC-BY-4.0 |
| Tamil to English translate-windy-hplt-ta-en | not yet scored | CC-BY-4.0 |
| Telugu to English translate-windy-hplt-te-en | not yet scored | CC-BY-4.0 |
| Thai to English translate-windy-hplt-th-en | not yet scored | CC-BY-4.0 |
| Turkish to English translate-windy-hplt-tr-en | not yet scored | CC-BY-4.0 |
| Ukrainian to English translate-windy-hplt-uk-en | not yet scored | CC-BY-4.0 |
| Urdu to English translate-windy-hplt-ur-en | not yet scored | CC-BY-4.0 |
| Vietnamese to English translate-windy-hplt-vi-en | not yet scored | CC-BY-4.0 |
| Wallisian to English translate-wls-en | not in FLORES-200 | Apache-2.0 |
| Yapese to English translate-yap-en | not in FLORES-200 | Apache-2.0 |
| East Slavic languages to English translate-zle-en | not in FLORES-200 | Apache-2.0 |
| South Slavic languages to English translate-zls-en | not in FLORES-200 | Apache-2.0 |
| West Slavic languages to English translate-zlw-en | not in FLORES-200 | Apache-2.0 |
From English
| Model | chrF++ (FLORES-200 dev) | Licence |
|---|---|---|
| English to French best scored translate-tc-big-en-fr | 69.6 Excellent | CC-BY-4.0 |
| English to Portuguese translate-tc-big-en-pt | 66.6 Excellent | CC-BY-4.0 |
| English to Bulgarian translate-tc-big-en-bg | 66.6 Excellent | CC-BY-4.0 |
| English to French translate-en-fr | 66.2 Excellent | Apache-2.0 |
| English to Danish translate-en-da | 65.6 Excellent | Apache-2.0 |
| English to Swedish translate-en-sv | 64.7 Excellent | Apache-2.0 |
| English to Romanian translate-tc-big-en-ro | 64.4 Excellent | CC-BY-4.0 |
| English to German translate-en-de | 63.0 Excellent | CC-BY-4.0 |
| English to Bulgarian translate-en-bg | 62.1 Excellent | Apache-2.0 |
| English to Turkish translate-tc-big-en-tr | 61.5 Excellent | CC-BY-4.0 |
| English to Indonesian translate-en-id | 60.9 Excellent | Apache-2.0 |
| English to Afrikaans translate-en-af | 60.3 Excellent | Apache-2.0 |
| English to Romanian translate-en-ro | 59.5 Good | Apache-2.0 |
| English to Maltese translate-en-mt | 57.9 Good | Apache-2.0 |
| English to Dutch translate-en-nl | 57.8 Good | Apache-2.0 |
| English to Hungarian translate-tc-big-en-hu | 57.1 Good | CC-BY-4.0 |
| English to Finnish translate-tc-big-en-fi | 57.1 Good | CC-BY-4.0 |
| English to Estonian translate-tc-big-en-et | 56.7 Good | CC-BY-4.0 |
| English to Italian translate-tc-big-en-it | 56.4 Good | CC-BY-4.0 |
| English to Hungarian translate-en-hu | 56.0 Good | Apache-2.0 |
| English to Spanish translate-tc-big-en-es | 55.8 Good | CC-BY-4.0 |
| English to Cebuano translate-en-ceb | 55.2 Good | Apache-2.0 |
| English to Macedonian translate-en-mk | 55.1 Good | Apache-2.0 |
| English to Greek translate-tc-big-en-el | 54.8 Good | CC-BY-4.0 |
| English to Spanish translate-en-es | 54.6 Good | Apache-2.0 |
| English to Catalan translate-en-ca | 54.6 Good | Apache-2.0 |
| English to Italian translate-en-it | 54.2 Good | Apache-2.0 |
| English to Finnish translate-en-fi | 53.0 Good | Apache-2.0 |
| English to Greek translate-en-el | 53.0 Good | Apache-2.0 |
| English to Czech translate-en-cs | 52.4 Good | Apache-2.0 |
| English to Russian translate-en-ru | 52.4 Good | Apache-2.0 |
| English to Ilocano translate-en-ilo | 52.3 Good | Apache-2.0 |
| English to Slovak translate-en-sk | 52.1 Good | Apache-2.0 |
| English to Hebrew translate-en-he | 52.0 Good | Apache-2.0 |
| English to Lithuanian translate-tc-big-en-lt | 52.0 Good | CC-BY-4.0 |
| English to Irish translate-en-ga | 51.7 Good | Apache-2.0 |
| English to Estonian translate-en-et | 51.2 Good | Apache-2.0 |
| English to Esperanto translate-en-eo | 47.4 Good | Apache-2.0 |
| English to Vietnamese translate-en-vi | 45.3 Good | Apache-2.0 |
| English to Tsonga translate-en-ts | 44.7 Usable | Apache-2.0 |
| English to Papiamento translate-en-pap | 44.4 Usable | Apache-2.0 |
| English to Galician translate-en-gl | 43.6 Usable | Apache-2.0 |
| English to Northern Sotho translate-en-nso | 43.4 Usable | Apache-2.0 |
| English to Ukrainian translate-en-uk | 41.5 Usable | Apache-2.0 |
| English to Basque translate-en-eu | 41.2 Usable | Apache-2.0 |
| English to Chichewa translate-en-ny | 41.1 Usable | Apache-2.0 |
| English to Icelandic translate-en-is | 40.4 Usable | Apache-2.0 |
| English to Lingala translate-en-ln | 39.5 Usable | Apache-2.0 |
| English to Tswana translate-en-tn | 39.1 Usable | Apache-2.0 |
| English to Xhosa translate-en-xh | 39.1 Usable | Apache-2.0 |
| English to Sesotho translate-en-st | 38.6 Usable | Apache-2.0 |
| English to Samoan translate-en-sm | 37.4 Usable | Apache-2.0 |
| English to Pangasinan translate-en-pag | 36.8 Usable | Apache-2.0 |
| English to Fijian translate-en-fj | 36.4 Usable | Apache-2.0 |
| English to Shona translate-en-sn | 36.1 Usable | Apache-2.0 |
| English to Tok Pisin translate-en-tpi | 35.5 Usable | Apache-2.0 |
| English to Kongo translate-en-kg | 34.3 Usable | Apache-2.0 |
| English to Twi translate-en-tw | 33.8 Usable | Apache-2.0 |
| English to Ewe translate-en-ee | 33.8 Usable | Apache-2.0 |
| English to Kirundi translate-en-rn | 33.4 Usable | Apache-2.0 |
| English to Kirundi translate-en-run | 33.3 Usable | Apache-2.0 |
| English to Haitian Creole translate-en-ht | 32.8 Usable | Apache-2.0 |
| English to Kinyarwanda translate-en-rw | 32.2 Usable | Apache-2.0 |
| English to Bemba translate-en-bem | 31.9 Usable | Apache-2.0 |
| English to Hindi translate-en-hi | 31.7 Usable | Apache-2.0 |
| English to Malayalam translate-en-ml | 30.7 Usable | Apache-2.0 |
| English to Igbo translate-en-ig | 30.4 Usable | Apache-2.0 |
| English to Armenian translate-en-hy | 29.4 Limited | Apache-2.0 |
| English to Welsh translate-en-cy | 28.7 Limited | Apache-2.0 |
| English to Luba-Kasai translate-en-lua | 28.1 Limited | Apache-2.0 |
| English to Hausa translate-en-ha | 25.9 Limited | Apache-2.0 |
| English to Sango translate-en-sg | 25.9 Limited | Apache-2.0 |
| English to Luo translate-en-luo | 25.1 Limited | Apache-2.0 |
| English to Mizo translate-en-lus | 23.4 Limited | Apache-2.0 |
| English to Chinese translate-en-zh | 23.1 Limited | Apache-2.0 |
| English to Urdu translate-en-ur | 22.1 Limited | Apache-2.0 |
| English to Swati translate-en-ss | 22.0 Limited | Apache-2.0 |
| English to Umbundu translate-en-umb | 21.2 Limited | Apache-2.0 |
| English to Luganda translate-en-lg | 18.9 Limited | Apache-2.0 |
| English to Mossi translate-en-mos | 17.2 Limited | Apache-2.0 |
| English to Tigrinya translate-en-ti | 13.1 Not recommended | Apache-2.0 |
| English to Marathi translate-en-mr | 7.9 Not recommended | Apache-2.0 |
| English to Korean translate-tc-big-en-ko | 2.8 Not recommended | CC-BY-4.0 |
| English, Greek, Spanish and Finnish to English, Greek, Spanish and Finnish translate-en_el_es_fi-en_el_es_fi | not in FLORES-200 | Apache-2.0 |
| English to Austro-Asiatic languages translate-en-aav | not in FLORES-200 | Apache-2.0 |
| English to Afro-Asiatic languages translate-en-afa | not in FLORES-200 | Apache-2.0 |
| English to Atlantic-Congo languages translate-en-alv | not in FLORES-200 | Apache-2.0 |
| English to Arabic language-verified translate-en-ar | not in FLORES-200 | Apache-2.0 |
| English to Azerbaijani language-verified translate-en-az | not in FLORES-200 | Apache-2.0 |
| English to Baltic languages translate-en-bat | not in FLORES-200 | Apache-2.0 |
| English to Central Bikol language-verified translate-en-bcl | not in FLORES-200 | Apache-2.0 |
| English to Berber languages translate-en-ber | not in FLORES-200 | Apache-2.0 |
| English to Bislama language-verified translate-en-bi | not in FLORES-200 | Apache-2.0 |
| English to Bantu languages translate-en-bnt | not in FLORES-200 | Apache-2.0 |
| English to Brazilian Sign Language language-verified translate-en-bzs | not in FLORES-200 | Apache-2.0 |
| English to Celtic languages translate-en-cel | not in FLORES-200 | Apache-2.0 |
| English to Celtic languages (OPUS-MT group) translate-en-CELTIC | not in FLORES-200 | Apache-2.0 |
| English to Chuukese language-verified translate-en-chk | not in FLORES-200 | Apache-2.0 |
| English to French-based creoles translate-en-cpf | not in FLORES-200 | Apache-2.0 |
| English to Portuguese-based creoles translate-en-cpp | not in FLORES-200 | Apache-2.0 |
| English to Seychellois Creole language-verified translate-en-crs | not in FLORES-200 | Apache-2.0 |
| English to Cushitic languages translate-en-cus | not in FLORES-200 | Apache-2.0 |
| English to Dravidian languages translate-en-dra | not in FLORES-200 | Apache-2.0 |
| English to Efik language-verified translate-en-efi | not in FLORES-200 | Apache-2.0 |
| English to Basque (family) translate-en-euq | not in FLORES-200 | Apache-2.0 |
| English to Finno-Ugrian languages translate-en-fiu | not in FLORES-200 | Apache-2.0 |
| English to Ga language-verified translate-en-gaa | not in FLORES-200 | Apache-2.0 |
| English to Germanic languages translate-en-gem | not in FLORES-200 | Apache-2.0 |
| English to Gilbertese language-verified translate-en-gil | not in FLORES-200 | Apache-2.0 |
| English to North Germanic languages language-verified translate-en-gmq | not in FLORES-200 | Apache-2.0 |
| English to West Germanic languages language-verified translate-en-gmw | not in FLORES-200 | Apache-2.0 |
| English to Greek languages language-verified translate-en-grk | not in FLORES-200 | Apache-2.0 |
| English to Gun language-verified translate-en-guw | not in FLORES-200 | Apache-2.0 |
| English to Manx language-verified translate-en-gv | not in FLORES-200 | Apache-2.0 |
| English to Hiligaynon language-verified translate-en-hil | not in FLORES-200 | Apache-2.0 |
| English to Hiri Motu language-verified translate-en-ho | not in FLORES-200 | Apache-2.0 |
| English to Indo-Iranian languages translate-en-iir | not in FLORES-200 | Apache-2.0 |
| English to Indic languages translate-en-inc | not in FLORES-200 | Apache-2.0 |
| English to Indo-European languages translate-en-ine | not in FLORES-200 | Apache-2.0 |
| English to Isoko language-verified translate-en-iso | not in FLORES-200 | Apache-2.0 |
| English to Italic languages translate-en-itc | not in FLORES-200 | Apache-2.0 |
| English to Kuanyama language-verified translate-en-kj | not in FLORES-200 | Apache-2.0 |
| English to Kaonde language-verified translate-en-kqn | not in FLORES-200 | Apache-2.0 |
| English to Kwangali language-verified translate-en-kwn | not in FLORES-200 | Apache-2.0 |
| English to San Salvador Kongo language-verified translate-en-kwy | not in FLORES-200 | Apache-2.0 |
| English to Lozi language-verified translate-en-loz | not in FLORES-200 | Apache-2.0 |
| English to Luba-Katanga language-verified translate-en-lu | not in FLORES-200 | Apache-2.0 |
| English to Luvale language-verified translate-en-lue | not in FLORES-200 | Apache-2.0 |
| English to Lunda language-verified translate-en-lun | not in FLORES-200 | Apache-2.0 |
| English to Austronesian languages translate-en-map | not in FLORES-200 | Apache-2.0 |
| English to Mauritian Creole language-verified translate-en-mfe | not in FLORES-200 | Apache-2.0 |
| English to Malagasy language-verified translate-en-mg | not in FLORES-200 | Apache-2.0 |
| English to Marshallese language-verified translate-en-mh | not in FLORES-200 | Apache-2.0 |
| English to Mon-Khmer languages translate-en-mkh | not in FLORES-200 | Apache-2.0 |
| English to Multiple languages translate-en-mul | not in FLORES-200 | Apache-2.0 |
| English to Ndonga language-verified translate-en-ng | not in FLORES-200 | Apache-2.0 |
| English to Niger-Kordofanian languages translate-en-nic | not in FLORES-200 | Apache-2.0 |
| English to Niuean language-verified translate-en-niu | not in FLORES-200 | Apache-2.0 |
| English to Nyaneka language-verified translate-en-nyk | not in FLORES-200 | Apache-2.0 |
| English to Oromo language-verified translate-en-om | not in FLORES-200 | Apache-2.0 |
| English to Philippine languages translate-en-phi | not in FLORES-200 | Apache-2.0 |
| English to Pijin language-verified translate-en-pis | not in FLORES-200 | Apache-2.0 |
| English to Pohnpeian language-verified translate-en-pon | not in FLORES-200 | Apache-2.0 |
| English to Malayo-Polynesian languages translate-en-poz | not in FLORES-200 | Apache-2.0 |
| English to Eastern Malayo-Polynesian languages language-verified translate-en-pqe | not in FLORES-200 | Apache-2.0 |
| English to Western Malayo-Polynesian languages language-verified translate-en-pqw | not in FLORES-200 | Apache-2.0 |
| English to Ruund language-verified translate-en-rnd | not in FLORES-200 | Apache-2.0 |
| English to Romance languages translate-en-roa | not in FLORES-200 | Apache-2.0 |
| English to Romance languages (OPUS-MT group) translate-en-ROMANCE | not in FLORES-200 | Apache-2.0 |
| English to Salishan languages language-verified translate-en-sal | not in FLORES-200 | Apache-2.0 |
| English to Semitic languages translate-en-sem | not in FLORES-200 | Apache-2.0 |
| English to Sino-Tibetan languages translate-en-sit | not in FLORES-200 | Apache-2.0 |
| English to Slavic languages translate-en-sla | not in FLORES-200 | Apache-2.0 |
| English to Albanian language-verified translate-en-sq | not in FLORES-200 | Apache-2.0 |
| English to Swahili language-verified translate-en-sw | not in FLORES-200 | Apache-2.0 |
| English to Congo Swahili language-verified translate-en-swc | not in FLORES-200 | Apache-2.0 |
| English to Tetun Dili language-verified translate-en-tdt | not in FLORES-200 | Apache-2.0 |
| English to Tiv language-verified translate-en-tiv | not in FLORES-200 | Apache-2.0 |
| English to Tagalog language-verified translate-en-tl | not in FLORES-200 | Apache-2.0 |
| English to Tetela language-verified translate-en-tll | not in FLORES-200 | Apache-2.0 |
| English to Tongan language-verified translate-en-to | not in FLORES-200 | Apache-2.0 |
| English to Tonga (Zambia) language-verified translate-en-toi | not in FLORES-200 | Apache-2.0 |
| English to Turkic languages translate-en-trk | not in FLORES-200 | Apache-2.0 |
| English to Altaic languages translate-en-tut | not in FLORES-200 | Apache-2.0 |
| English to Tuvaluan language-verified translate-en-tvl | not in FLORES-200 | Apache-2.0 |
| English to Tahitian language-verified translate-en-ty | not in FLORES-200 | Apache-2.0 |
| English to Uralic languages translate-en-urj | not in FLORES-200 | Apache-2.0 |
| English to East Slavic languages translate-en-zle | not in FLORES-200 | Apache-2.0 |
| English to South Slavic languages translate-en-zls | not in FLORES-200 | Apache-2.0 |
| English to West Slavic languages translate-en-zlw | not in FLORES-200 | Apache-2.0 |
| Finnish, Norwegian Bokmål, Norwegian, Norwegian Nynorsk, Russian, Swedish and English to Sami languages (OPUS-MT group) translate-fi_nb_no_nn_ru_sv_en-SAMI | not in FLORES-200 | Apache-2.0 |
| English to Basque translate-synthetic-en-eu | not in FLORES-200 | CC-BY-4.0 |
| English to Scottish Gaelic translate-synthetic-en-gd | not in FLORES-200 | CC-BY-4.0 |
| English to Icelandic translate-synthetic-en-is | not in FLORES-200 | CC-BY-4.0 |
| English to Georgian translate-synthetic-en-ka | not in FLORES-200 | CC-BY-4.0 |
| English to Macedonian translate-synthetic-en-mk | not in FLORES-200 | CC-BY-4.0 |
| English to Somali translate-synthetic-en-so | not in FLORES-200 | CC-BY-4.0 |
| English to Ukrainian translate-synthetic-en-uk | not in FLORES-200 | CC-BY-4.0 |
| English to Serbo-Croatian translate-tc-base-en-sh | not in FLORES-200 | CC-BY-4.0 |
| German, English, French, Portuguese and Spanish to Austro-Asiatic languages translate-tc-bible-big-deu_eng_fra_por_spa-aav | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Afro-Asiatic languages translate-tc-bible-big-deu_eng_fra_por_spa-afa | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Baltic languages translate-tc-bible-big-deu_eng_fra_por_spa-bat | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Bantu languages translate-tc-bible-big-deu_eng_fra_por_spa-bnt | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Finno-Ugrian languages translate-tc-bible-big-deu_eng_fra_por_spa-fiu | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Germanic languages translate-tc-bible-big-deu_eng_fra_por_spa-gem | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to North Germanic languages translate-tc-bible-big-deu_eng_fra_por_spa-gmq | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to West Germanic languages translate-tc-bible-big-deu_eng_fra_por_spa-gmw | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Indo-Iranian languages translate-tc-bible-big-deu_eng_fra_por_spa-iir | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Indic languages translate-tc-bible-big-deu_eng_fra_por_spa-inc | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Indo-European languages translate-tc-bible-big-deu_eng_fra_por_spa-ine | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Italic languages translate-tc-bible-big-deu_eng_fra_por_spa-itc | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Mon-Khmer languages translate-tc-bible-big-deu_eng_fra_por_spa-mkh | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Multiple languages translate-tc-bible-big-deu_eng_fra_por_spa-mul | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Western Malayo-Polynesian languages translate-tc-bible-big-deu_eng_fra_por_spa-pqw | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Romance languages translate-tc-bible-big-deu_eng_fra_por_spa-roa | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Semitic languages translate-tc-bible-big-deu_eng_fra_por_spa-sem | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Slavic languages translate-tc-bible-big-deu_eng_fra_por_spa-sla | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Turkic languages translate-tc-bible-big-deu_eng_fra_por_spa-trk | not in FLORES-200 | Apache-2.0 |
| German, English, French, Portuguese and Spanish to Uralic languages translate-tc-bible-big-deu_eng_fra_por_spa-urj | not in FLORES-200 | Apache-2.0 |
| English to Arabic language-verified translate-tc-big-en-ar | not in FLORES-200 | CC-BY-4.0 |
| English to Catalan, Occitan and Spanish translate-tc-big-en-cat_oci_spa | not in FLORES-200 | CC-BY-4.0 |
| English to Czech and Slovak translate-tc-big-en-ces_slk | not in FLORES-200 | CC-BY-4.0 |
| English to North Germanic languages language-verified translate-tc-big-en-gmq | not in FLORES-200 | CC-BY-4.0 |
| English to Latvian language-verified translate-tc-big-en-lv | not in FLORES-200 | CC-BY-4.0 |
| English to East Slavic languages translate-tc-big-en-zle | not in FLORES-200 | CC-BY-4.0 |
| English to Afrikaans translate-windy-hplt-en-af | score withheld | CC-BY-4.0 |
| English to Bulgarian translate-windy-hplt-en-bg | score withheld | CC-BY-4.0 |
| English to Bengali translate-windy-hplt-en-bn | score withheld | CC-BY-4.0 |
| English to Welsh translate-windy-hplt-en-cy | score withheld | CC-BY-4.0 |
| English to Esperanto translate-windy-hplt-en-eo | score withheld | CC-BY-4.0 |
| English to Persian translate-windy-hplt-en-fa | not in FLORES-200 | CC-BY-4.0 |
| English to Gujarati translate-windy-hplt-en-gu | score withheld | CC-BY-4.0 |
| English to Hebrew translate-windy-hplt-en-he | score withheld | CC-BY-4.0 |
| English to Japanese translate-windy-hplt-en-ja | score withheld | CC-BY-4.0 |
| English to Kannada translate-windy-hplt-en-kn | score withheld | CC-BY-4.0 |
| English to Lithuanian translate-windy-hplt-en-lt | score withheld | CC-BY-4.0 |
| English to Latvian translate-windy-hplt-en-lv | not in FLORES-200 | CC-BY-4.0 |
| English to Macedonian translate-windy-hplt-en-mk | score withheld | CC-BY-4.0 |
| English to Malayalam translate-windy-hplt-en-ml | score withheld | CC-BY-4.0 |
| English to Malay translate-windy-hplt-en-ms | not in FLORES-200 | CC-BY-4.0 |
| English to Sinhala translate-windy-hplt-en-si | score withheld | CC-BY-4.0 |
| English to Slovak translate-windy-hplt-en-sk | score withheld | CC-BY-4.0 |
| English to Slovenian translate-windy-hplt-en-sl | score withheld | CC-BY-4.0 |
| English to Tamil translate-windy-hplt-en-ta | score withheld | CC-BY-4.0 |
| English to Telugu translate-windy-hplt-en-te | score withheld | CC-BY-4.0 |
| English to Thai translate-windy-hplt-en-th | score withheld | CC-BY-4.0 |
| English to Turkish translate-windy-hplt-en-tr | score withheld | CC-BY-4.0 |
| English to Ukrainian translate-windy-hplt-en-uk | score withheld | CC-BY-4.0 |
| English to Urdu translate-windy-hplt-en-ur | score withheld | CC-BY-4.0 |
| English to Vietnamese translate-windy-hplt-en-vi | not yet scored | CC-BY-4.0 |
| English to "jap" (code as used upstream; Bible-corpus model) translate-en-jap | not in FLORES-200 | Apache-2.0 known defect: do not use |
English speech-to-text
| Model | Formats | Licence |
|---|---|---|
| listen-windy-distil-large | ct2-int8 onnx onnx-int8 safetensors | MIT |
| listen-windy-distil-medium | ct2-int8 onnx onnx-int8 safetensors | MIT |
| listen-windy-distil-small | ct2-int8 onnx onnx-int8 safetensors | MIT |
| listen-windy-edge | ct2-int8 onnx onnx-int8 safetensors | MIT |
| windy-edge-ggml | ggml | MIT |
Scores: chrF++ on FLORES-200 dev, 48 sentences, measured 2026-08-04. Method.