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Signs in five languages: FLUX.3 klein, Qwen-Image 2.1 and MOSS-Image on a 12 GB card

Partly worked2026-10-27 · FLUX.3 klein, Qwen-Image 2.1, MOSS-Image SFT · RTX 5070 12GB

Chalk menus and festival posters in Spanish, Chinese, Hindi and Arabic rendered by FLUX.3 klein, Qwen-Image 2.1 and MOSS-Image SFT
Seed 300. Columns: Spanish menu, Chinese menu, Hindi menu, Arabic menu, Hindi poster, Arabic poster. Rows: FLUX.3 klein, Qwen-Image 2.1, MOSS-Image SFT. RTX 5070 12GB.

Yesterday's Japanese text test showed that all three models can write short Japanese on a 12 GB card. Today we asked the same question for five more languages: English, Spanish, Chinese, Arabic and Hindi.

The test

Three scenes per language, each with the exact text in quotes: a cafe sign ("OPEN", "ABIERTO", 「营业中」, «مفتوح», «खुला है»), a summer-festival poster title, and a two-line chalk menu ("Today's special / Green tea latte" and its translations). Two seeds (300, 301), 1024×1024, the same model settings as the Japanese test, one rented RTX 5070 12GB per model. A picture counts as correct only if every quoted string is spelled exactly; stray extra text elsewhere was not counted as a miss.

LanguageFLUX.3 kleinQwen-Image 2.1MOSS-Image SFT
English6/66/66/6
Spanish6/66/65/6
Chinese6/66/66/6
Hindi4/6 (+2 unclear)2/62/6
Arabic1/62/61/6
Total23–25/3022/3020/30
Median per picture11.5 s12.7 s15.7 s

What we saw

  • English, Spanish and Chinese are solved for short text. The only miss was MOSS writing "leiche" for "leche" once.
  • Arabic failed for everyone. The one-word sign usually worked, but the poster title «مهرجان الصيف» and the menu's first line «طبق اليوم» were wrong in all six pictures of every model: letters are joined correctly but the wrong letters appear (for example «طيق» or «طرق» for «طبق»).
  • Hindi separated the models. FLUX.3 klein wrote both menu lines and the sign correctly every time. Qwen and MOSS dropped or replaced conjunct letters: «विशेथ» or «विशेस» for «विशेष», «याय» for «चाय», «उलव» for «उत्सव». FLUX's two poster titles render «ग्रीष्म» with an odd-looking conjunct; we could not decide, so they are shown as a range.
  • Qwen-Image's first run lost 28 of 30 pictures to errors; the table uses a full rerun with the same prompts and seeds.

How much to trust this

  • We are not native readers of Arabic or Hindi and graded by comparing letters with the prompt. If you read either language and see a mistake in our grading, please tell us via the report page.
  • Two seeds per prompt, one machine per model, short strings only.
  • Krea 2 Turbo is still failing on our setup, so it is missing from this test.