Tencent Hunyuan Hy4 tops APEX-Agents open-weights leaderboard with 77.6% Pass@1

ShunyuYao12 · x · 2026-11-06

Mercor's APEX-Agents leaderboard has a new open-weights #1: Tencent Hunyuan's Hy4 at 77.6% Pass@1, ahead of DeepSeek-V4.1-Flash-1017 (69.8%), Kimi K3.1 Pro (65.5%), Qwen3.8-Max (63.3%) and MiMo V2.6 Flash RL (57.4%). Hy4 leads every open-weights domain: Management Consultant 85.6%, Investment Banking Analyst 75.3%, Corporate Lawyer 71.9%. The APEX family tests agents on economically valuable professional work, including a Harvey-partnered legal benchmark of 1,749 real attorney-built tasks.

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