Hy4 preview: benchmark results

Tencent's open-weight Hy4 preview (August 2026), a 770-billion-parameter Mixture-of-Experts model from the Tencent Hy team, activating 49B parameters per token with a built-in speculative-decoding module. Provider: Tencent. Released 2026-08-28. Access: Open.

Aggregate Rating 1838 ± 9, rank #38 of 1656 rated models, from 249 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
LLM Stats (CritPT)16.9Score (%)100
LLM Stats (MathArena Apex)74.2Score (%)100
LLM Stats (SuperChem)66.4Score (%)100
LLM Stats (WideSearch)83.9Score (%)100
Nejumi 4 - ARC-AGI-1100Accuracy (%)100
Nejumi 4 - jaster (0-shot) - JSQuAD83.3Character F1 (x100)100
Nejumi 4 - jaster (2-shot) - MMLU-ProX (Japanese)92Exact match (%)100
WideResearch (BenchLM)83.9Task Score (%)100
ReLE - Language and Instruction Following78.8Accuracy (%)99.5
Nejumi 4 - jaster (2-shot) - ALT English-to-Japanese92.72COMET wmt22 (x100)99.3
Nejumi 4 - GLP - Information Retrieval82.3Score (%)97.8
ReLE - Education - Middle School Subjects58.8Accuracy (%)97.1

Interactive version: theaggregate.ai/model?slug=hy4-preview · How It Works · Data refreshed daily, snapshot 2026-10-20.