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ModelScale

Multilingual benchmark

WMT26 leaderboard

WMT26 General Machine Translation (all languages). Every model the catalog carries a published WMT26 value for, ranked by that value.

CategoryMultilingual
Measure0-100 judged translation quality, averaged across languages
TasksGeneral-domain translation across 50+ languages (32 high-resource plus 18 additional)
DifficultyProfessional machine translation

Machine-translation quality on the WMT26 general translation task, averaged across all evaluated languages and scored 0-100 by an LLM judge.

WMT26 ranking

1 model with a published WMT26 value, ordered by that value, highest first. Models the source has not scored on this benchmark are not listed — they are unmeasured, not last.

Models ranked by their published WMT26 General Machine Translation (all languages) value
RankModelProvider0-100 judged translation quality, averaged across languages
1North Small TranslateCohere83.6

Evidence key: Observed

Rows are ordered by the value WMT26 General Machine Translation Task published, highest first. The source does not state whether a higher value is the better result, so this page does not either: for a benchmark that measures a rate of failure, read the table from the bottom.

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