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Translation

No direct translation benchmark is included in the current Artificial Analysis LLM endpoint.

Leader

No trustworthy winner is published until comparable benchmark data can be matched to these models.

No verified winner yet

See the benchmark research below.

Translation benchmark research

Trusted translation benchmarks exist, but their published systems, language pairs, and evaluation setups do not yet map cleanly to the commercial LLM rows in this database. Naming a winner now would mix incompatible results.

Easy Benchmarks will publish a translation winner only when one source provides comparable scores for identifiable models across the same language pairs, prompts, and evaluation method.

WMT24 General Machine Translation resultsCompleted shared-task results with human evaluation across general machine-translation systems and language pairs.Meta FLORES benchmarkMeta's multilingual machine-translation benchmark dataset for English and low-resource languages.WMT General Machine Translation shared taskThe current WMT General Machine Translation task specification and evaluation process.