Best LLM for translation
Text in language A, output in language B.
Why this ranking is opinionated
Quality on non-English language pairs varies hugely by model. Multilingual training data dominates results — pick by published benchmarks for your specific language pair when possible.
Top 5 recommendations
ranked by monthly cost at this workload- · Cheapest qualifying option at this workload (~$0.00/mo).
- · 262,144 tokens of context — far above this use case's 16,000-token minimum.
- · ~$0.00/mo (+0% over the cheapest option).
- · 131,072 tokens of context — far above this use case's 16,000-token minimum.
- · ~$0.00/mo (+0% over the cheapest option).
- · 65,536 tokens of context — far above this use case's 16,000-token minimum.
- · ~$0.00/mo (+0% over the cheapest option).
- · ~$0.00/mo (+0% over the cheapest option).
- · 1,048,576 tokens of context — far above this use case's 16,000-token minimum.
Frequently asked questions
What makes a good LLM for translation?
Quality on non-English language pairs varies hugely by model. Multilingual training data dominates results — pick by published benchmarks for your specific language pair when possible.
What capabilities matter most for translation?
For translation the typical filters are: no specific capability requirement, and a context window of at least 16k tokens. The ranking on this page weights monthly cost (at the workload defaults shown above) most heavily, then capability fit.
What is currently the cheapest LLM for translation?
At the typical workload defaults, Trinity Large Thinking (free) from Arcee AI ranks cheapest right now (~$0 / month). Plug your own monthly token volumes into the calculator on this page for a workload-specific number.
Is the cheapest LLM always the right choice for translation?
Not always. Cheap models often trade off reasoning quality, tool reliability, or context size. Use the cheapest as a baseline and benchmark against a tier-up model on your own evaluation set before committing to a contract — quality differences compound over millions of tokens.