Meeting Standard requirements costs a similar amount to Basic in 47 of 53 languages, while Advanced costs more in 20.
The same solution is the cheapest for the Basic, the Standard and the Advanced requirements in 16 of the 53 languages, such as Danish, Finnish and Vietnamese.
Cost of the cheapest solution that meets each quality level, by language
| Language | Basic | Basic, cheapest solution | Standard | Standard, cheapest solution | Advanced | Advanced, cheapest solution |
|---|---|---|---|---|---|---|
| Amharic | $612.38 | Google Gemini 3.1 Pro Preview, three-step | $612.38 | Google Gemini 3.1 Pro Preview, three-step | $1,043.05 | Google Gemini 3.1 Pro Preview, three-step, with the gender-neutrality agent |
| Armenian | $556.47 | OpenAI GPT-5.6 Terra, three-step | $556.47 | OpenAI GPT-5.6 Terra, three-step | $556.47 | OpenAI GPT-5.6 Terra, three-step |
| Assamese | $587.92 | Google Gemini 3.1 Pro Preview, three-step | $587.92 | Google Gemini 3.1 Pro Preview, three-step | $978.77 | Google Gemini 3.1 Pro Preview, three-step, with the gender-neutrality agent |
| Azerbaijani | $7.78 | OpenAI GPT-5.6 Sol, one-step | $7.78 | OpenAI GPT-5.6 Sol, two-step | $7.78 | OpenAI GPT-5.6 Sol, two-step |
| Basque | $573.57 | OpenAI GPT-5.6 Sol, three-step | $573.57 | OpenAI GPT-5.6 Sol, three-step | $573.57 | OpenAI GPT-5.6 Sol, three-step |
| Belarusian | $5.41 | Google Gemini 3.1 Pro Preview, one-step | $5.41 | Google Gemini 3.1 Pro Preview, one-step | $77.04 | Anthropic Claude Fable 5, two-step, with the gender-neutrality agent |
| Bengali | $11.55 | OpenAI GPT-5.5, one-step | $11.55 | OpenAI GPT-5.5, one-step | $11.55 | OpenAI GPT-5.5, one-step |
| Bulgarian | $4.67 | OpenAI GPT-5.6 Terra, one-step | $4.67 | OpenAI GPT-5.6 Terra, one-step | $4.94 | Google Gemini 3.1 Pro Preview, one-step, with the gender-neutrality agent |
| Catalan | $0.41 | OpenAI GPT-5.6 Luna, one-step | $4.50 | Google Gemini 3.1 Pro Preview, one-step | $4.52 | Google Gemini 3.1 Pro Preview, one-step, with the gender-neutrality agent |
| Cebuano | $604.20 | Google Gemini 3.1 Pro Preview, three-step | $604.20 | Google Gemini 3.1 Pro Preview, three-step | $604.20 | Google Gemini 3.1 Pro Preview, three-step |
| Chinese Simplified | $588.60 | z.ai GLM-5, three-step | $588.60 | z.ai GLM-5, three-step | $588.60 | z.ai GLM-5, three-step |
| Chinese Traditional | $489.93 | OpenAI GPT-5.6 Sol, three-step | $489.93 | OpenAI GPT-5.6 Sol, three-step | $490.16 | OpenAI GPT-5.5, three-step |
| Croatian | $4.46 | Google Gemini 3.1 Pro Preview, one-step | $4.46 | Google Gemini 3.1 Pro Preview, one-step | $45.38 | OpenAI GPT-5.5, one-step, with the gender-neutrality agent |
| Danish | $4.09 | OpenAI GPT-5.6 Terra, one-step | $4.09 | OpenAI GPT-5.6 Terra, one-step | $4.09 | OpenAI GPT-5.6 Terra, one-step |
| Dutch | $6.44 | OpenAI GPT-5.6 Sol, one-step | $6.44 | OpenAI GPT-5.6 Sol, one-step | $9.66 | OpenAI GPT-5.5, two-step, with the gender-neutrality agent |
| Estonian | $7.53 | OpenAI GPT-5.6 Sol, one-step | $7.53 | OpenAI GPT-5.6 Sol, one-step | $607.09 | OpenAI GPT-5.6 Sol, three-step |
| Farsi | $4.41 | Google Gemini 3.1 Pro Preview, one-step | $4.41 | Google Gemini 3.1 Pro Preview, one-step | $4.41 | Google Gemini 3.1 Pro Preview, one-step |
| Finnish | $7.60 | OpenAI GPT-5.6 Sol, one-step | $7.60 | OpenAI GPT-5.6 Sol, one-step | $7.60 | OpenAI GPT-5.6 Sol, one-step |
| Galician | $3.01 | Google Gemini 3.5 Flash, one-step | $3.01 | Google Gemini 3.5 Flash, one-step | $7.20 | OpenAI GPT-5.6 Sol, one-step, with the gender-neutrality agent |
| Georgian | $11.71 | OpenAI GPT-5.5, one-step | $11.71 | OpenAI GPT-5.5, two-step | $11.71 | OpenAI GPT-5.5, two-step |
| German | $0.91 | OpenAI GPT-5.6 Luna, two-step | $0.91 | OpenAI GPT-5.6 Luna, two-step | $4.02 | Google Gemini 3.1 Pro Preview, one-step, with the gender-neutrality agent |
| Greek | $5.66 | Google Gemini 3.1 Pro Preview, one-step | $5.66 | Google Gemini 3.1 Pro Preview, one-step | $47.29 | OpenAI GPT-5.5, one-step, with the gender-neutrality agent |
| Hungarian | $30.64 | Anthropic Claude Fable 5, one-step | $30.64 | Anthropic Claude Fable 5, one-step | $33.04 | Google Gemini 3.1 Pro Preview, two-step |
| Icelandic | $44.58 | OpenAI GPT-5.5, two-step | $44.58 | OpenAI GPT-5.5, two-step | $47.47 | OpenAI GPT-5.5, two-step, with the gender-neutrality agent |
| Indonesian | $0.11 | Google Gemma 4, one-step | $0.11 | Google Gemma 4, one-step | $0.38 | OpenAI GPT-5.6 Luna, one-step |
| Irish | $548.20 | OpenAI GPT-5.6 Luna, three-step | $548.20 | OpenAI GPT-5.6 Luna, three-step | $950.84 | Google Gemini 3.1 Pro Preview, three-step, with the gender-neutrality agent |
| Japanese | $569.86 | Anthropic Claude Opus 4.8, three-step | $577.70 | Google Gemini 3.1 Pro Preview, three-step | $644.53 | Anthropic Claude Fable 5, three-step |
| Kannada | $570.48 | OpenAI GPT-5.6 Terra, three-step | $570.48 | OpenAI GPT-5.6 Terra, three-step | $947.89 | OpenAI GPT-5.6 Terra, three-step, with the gender-neutrality agent |
| Kazakh | $11.19 | OpenAI GPT-5.5, one-step | $11.19 | OpenAI GPT-5.5, two-step | $11.19 | OpenAI GPT-5.5, two-step |
| Khmer | $12.04 | OpenAI GPT-5.6 Sol, one-step | $17.75 | OpenAI GPT-5.5, one-step | $27.43 | OpenAI GPT-5.6 Sol, two-step, with the gender-neutrality agent |
| Korean | $577.23 | Google Gemini 3.1 Pro Preview, three-step | $577.23 | Google Gemini 3.1 Pro Preview, three-step | $577.23 | Google Gemini 3.1 Pro Preview, three-step |
| Kyrgyz | $552.80 | OpenAI GPT-5.6 Terra, three-step | $552.80 | OpenAI GPT-5.6 Terra, three-step | $552.80 | OpenAI GPT-5.6 Terra, three-step |
| Lao | $6.39 | Google Gemini 3.1 Pro Preview, one-step | $27.98 | OpenAI GPT-5.6 Sol, two-step | $27.98 | OpenAI GPT-5.6 Sol, two-step |
| Malay | $0.39 | OpenAI GPT-5.6 Luna, one-step | $0.39 | OpenAI GPT-5.6 Luna, one-step | $0.39 | OpenAI GPT-5.6 Luna, one-step |
| Malayalam | $28.94 | Google Gemini 3.1 Pro Preview, two-step | $28.94 | Google Gemini 3.1 Pro Preview, two-step | $27.64 | Google Gemini 3.1 Pro Preview, two-step, with the gender-neutrality agent |
| Marathi | $8.20 | OpenAI GPT-5.6 Sol, one-step | $547.09 | OpenAI GPT-5.6 Sol, three-step | $902.43 | OpenAI GPT-5.6 Sol, three-step, with the gender-neutrality agent |
| Mongolian | $608.82 | Google Gemini 3.1 Pro Preview, three-step | $608.82 | Google Gemini 3.1 Pro Preview, three-step | $608.82 | Google Gemini 3.1 Pro Preview, three-step |
| Norwegian | $0.40 | OpenAI GPT-5.6 Luna, one-step | $0.40 | OpenAI GPT-5.6 Luna, one-step | $10.11 | OpenAI GPT-5.5, one-step |
| Odia (Oriya) | $647.02 | Google Gemini 3.1 Pro Preview, three-step | $647.02 | Google Gemini 3.1 Pro Preview, three-step | $1,054.40 | Google Gemini 3.1 Pro Preview, three-step, with the gender-neutrality agent |
| Slovak | $3.46 | Google Gemini 3.5 Flash, one-step | $4.66 | Google Gemini 3.1 Pro Preview, one-step | $4.90 | Google Gemini 3.1 Pro Preview, one-step, with the gender-neutrality agent |
| Swahili | $542.99 | OpenAI GPT-5.6 Luna, three-step | $542.99 | OpenAI GPT-5.6 Luna, three-step | $542.99 | OpenAI GPT-5.6 Luna, three-step |
| Swedish | $4.03 | OpenAI GPT-5.6 Terra, one-step | $4.23 | Google Gemini 3.1 Pro Preview, one-step | $4.23 | Google Gemini 3.1 Pro Preview, one-step |
| Tagalog | $541.10 | OpenAI GPT-5.6 Terra, three-step | $541.10 | OpenAI GPT-5.6 Terra, three-step | $566.31 | OpenAI GPT-5.5, three-step |
| Tajik | $577.05 | OpenAI GPT-5.6 Sol, three-step | $577.05 | OpenAI GPT-5.6 Sol, three-step | $577.05 | OpenAI GPT-5.6 Sol, three-step |
| Tamil | $9.10 | OpenAI GPT-5.6 Sol, one-step | $9.10 | OpenAI GPT-5.6 Sol, two-step | $9.10 | OpenAI GPT-5.6 Sol, two-step |
| Tatar | $609.87 | Google Gemini 3.1 Pro Preview, three-step | $645.04 | Anthropic Claude Fable 5, three-step | $645.04 | Anthropic Claude Fable 5, three-step |
| Telugu | $29.87 | Google Gemini 3.1 Pro Preview, two-step | $29.87 | Google Gemini 3.1 Pro Preview, two-step | $929.18 | Google Gemini 3.1 Pro Preview, three-step, with the gender-neutrality agent |
| Thai | $21.28 | Anthropic Claude Opus 4.8, one-step | $554.00 | OpenAI GPT-5.6 Sol, three-step | $554.00 | OpenAI GPT-5.6 Sol, three-step |
| Turkish | $4.23 | Google Gemini 3.1 Pro Preview, one-step | $4.23 | Google Gemini 3.1 Pro Preview, one-step | $10.44 | OpenAI GPT-5.5, one-step |
| Ukrainian | $4.61 | Google Gemini 3.1 Pro Preview, one-step | $4.61 | Google Gemini 3.1 Pro Preview, one-step | $20.21 | OpenAI GPT-5.6 Sol, two-step, with the gender-neutrality agent |
| Uzbek | $37.87 | Google Gemini 3.1 Pro Preview, two-step | $37.87 | Google Gemini 3.1 Pro Preview, two-step | $37.87 | Google Gemini 3.1 Pro Preview, two-step |
| Vietnamese | $16.82 | Anthropic Claude Opus 4.8, one-step | $16.82 | Anthropic Claude Opus 4.8, one-step | $16.82 | Anthropic Claude Opus 4.8, one-step |
| Welsh | $5.23 | Google Gemini 3.1 Pro Preview, one-step | $5.23 | Google Gemini 3.1 Pro Preview, two-step | $4.87 | Google Gemini 3.1 Pro Preview, two-step, with the gender-neutrality agent |
Units — Basic: US$ per million characters; Standard: US$ per million characters; Advanced: US$ per million characters
Cost in US dollars per million characters. Per language, the cheapest solution among those that meet every requirement of the level. For Advanced, the two best solutions of the language, the only ones assessed for gender neutrality, with the gender-neutrality agent where it is used. The cost of a three-step solution includes the LQA step, an estimate.