Wednesday, 2 September 2026 No. 10 Updated
THE VISSION
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Open weights

Tencent’s HY4 model climbs open-source rankings with ecosystem-driven training

The preview model scored 64.3 on the DeepSwe benchmark and ranked 8th on Code Arena, utilizing Tencent's vast product ecosystem for training data.

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The short version
  • Tencent's new HY4 preview model showed substantial performance improvements, outperforming DeepSeek-V4 Pro and Qwen-3.8 Max on DeepSwe.
  • Goldman Sachs analysts attribute the model's coding and agentic strength to closed-loop training on interaction data gathered from Tencent's products.

The preview model scored 64.3 on the DeepSwe benchmark and ranked 8th on Code Arena, utilizing Tencent's vast product ecosystem for training data.