language benchmark
Translation en→Set1 COMET22 Leaderboard
Translation en→Set1 COMET22 is a machine translation evaluation benchmark using COMET-22.
Updated Sep 5, 2026
Models3
Model coverage3
MetricScore
EvidenceB
Translation en→Set1 COMET22 Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelAM Nova ProAmazon | Score89.10% | Percentile100.00% | Participants3 | EvidenceC | Evaluated |
| Rank02 | ModelAMNova LiteAmazon | Score88.80% | Percentile50.00% | Participants3 | EvidenceC | Evaluated |
| Rank03 | ModelAMNova MicroAmazon | Score88.50% | Percentile0.00% | Participants3 | EvidenceC | Evaluated |
Translation en→Set1 COMET22 Highlights
The leading models and scores on this benchmark.
Translation en→Set1 COMET22 Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Translation en→Set1 COMET22
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Translation en→Set1 COMET22?
What Translation en→Set1 COMET22 measures and how its scores work.
COMET-22 is an ensemble machine translation evaluation metric combining a COMET estimator model trained with Direct Assessments and a multitask model that predicts sentence-level scores and word-level OK/BAD tags.
It measures machine translation quality using the Score metric, reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Translation en→Set1 COMET22
- Modality
- text
- Primary category
- language
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Translation en→Set1 COMET22.
Which model scores highest on Translation en→Set1 COMET22?
Nova Pro is currently ranked first with 89.10%.
What are the top three models on Translation en→Set1 COMET22?
The current leaders are Nova Pro (89.10%), Nova Lite (88.80%), and Nova Micro (88.50%).
Which Translation en→Set1 COMET22 model has the lowest official input price?
Nova Micro has the lowest matched official input price at $0.04 input / $0.14 output per 1M tokens.
Which models are fastest among Translation en→Set1 COMET22 results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.