腾讯混元回应 Hy4 评测：会持续改进

腾讯的Hy4在Artificial Analysis Intelligence Index v5上得分35，是来自中国AI实验室的排名第2的模型 Hy4是@TencentHunyuan的最新模型，也是今年早些时候发布的Hy3的继任者。它在Artificial Analysis Intelligence Index v5上得分35，与Grok 4.7（xhigh）持平，比Claude Haiku 5.5（max）低1分。Hy4是来自中国AI实验室的排名第2的模型，仅次于得分46的Kimi K3.1 Pro。Hy4的定价为每100万输入/输出token 0.834美元/2.501美元。 主要结论： ➤ Hy4在智能体编程任务上表现出色。Hy4在FrontierCode 2.0上得分31%，而Claude Fable 5.1（max）为32%。它是来自中国AI实验室的领先模型，DeepSeek V4.1 Flash 1017（max）得分为28%，Kimi K3.1 Pro得分为25%。在Terminal-Bench 4.0上，它得分37%，在来自中国AI实验室的模型中排名第四 ➤ Hy4在知识和推理方面优于同类模型。Hy4在AA-Omniscience v1.1上达到50%的准确率，比Kimi K3.1 Pro高1分，但幻觉率高达89%，而Kimi K3.1 Pro为37%。在HLE-Diamond上，它得分33%，而Kimi K3.1 Pro为37% ➤ 与同类模型相比，Hy4提供了有竞争力的能力与成本权衡。Hy4（35）的每项Intelligence Index任务成本为0.78美元，比Grok 4.7（xhigh，35）便宜10倍，比Qwen3.8 Max（0902）（34）便宜13倍，但比Claude Haiku 5.5（max，36）贵近两倍 其他模型详情： ➤ 上下文窗口：100万token ➤ 定价：每100万输入/输出token 0.834美元/2.501美元。缓存读取每100万token 0.042美元 ➤ 多模态：文本和图像输入，文本输出

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Hy4 from Tencent scores 35 on the Artificial Analysis Intelligence Index v5 and is the #2 model from a China-based AI lab Hy4 is the latest model from @TencentHunyuan and is the successor to Hy3 released earlier this year. It scores 35 on the Artificial Analysis Intelligence Index v5, equal with Grok 4.7 (xhigh) and 1 point behind Claude Haiku 5.5 (max). Hy4 is the #2 model from a China-based AI lab, behind only Kimi K3.1 Pro, which scores 46. Hy4 is priced at $0.834/$2.501 per 1M input/output tokens. Key takeaways: ➤ Hy4 excels at agentic coding tasks. Hy4 scores 31% on FrontierCode 2.0, compared to 32% for Claude Fable 5.1 (max). It is the leading model from a China-based AI lab, with DeepSeek V4.1 Flash 1017 (max) scoring 28% and Kimi K3.1 Pro scoring 25%. On Terminal-Bench 4.0, it scores 37%, the fourth-highest score among models from China-based AI labs ➤ Hy4 outperforms its peers on knowledge and reasoning. Hy4 achieves accuracy of 50% on AA-Omniscience v1.1, 1 point ahead of Kimi K3.1 Pro, but has a high hallucination rate of 89% compared to Kimi K3.1 Pro’s 37%. On HLE-Diamond, it scores 33% compared to Kimi K3.1 Pro’s 37% ➤ Hy4 offers a competitive Capability vs. Cost trade-off compared to to peers. With a Cost per Intelligence Index Task of $0.78, Hy4 (35) is 10-times cheaper than Grok 4.7 (xhigh, 35) and 13-times cheaper than Qwen3.8 Max (0902) (34) but almost twice as expensive as Claude Haiku 5.5 (max, 36) Other model details: ➤ Context window: 1 million tokens ➤ Pricing: $0.834/$2.501 per 1M input/output tokens. Cache reads $0.042 per 1M tokens ➤ Multimodality: Text and image input, with text output