Tencent: Hy4 preview

Tencent: Hy4 preview, a 49B active parameter mixture-of-experts model from Tencent, demonstrates exceptional reliability, consistently providing usable responses with a 98% success rate across benchmarks. This model is positioned at premium pricing levels, ranking in the 9th percentile for cost. Its speed performance tends to be slower, placing it in the 4th percentile for response times. In terms of specific performance, Hy4 preview excels in Instruction Following, achieving 84.7% accuracy (90th percentile), and strong Reasoning capabilities with 98.0% accuracy (84th percentile). These strengths align with its design for coding agents, complex tool-use, and productivity tasks. However, its performance in the Ethics benchmark is moderate at 95.8% accuracy (24th percentile). A notable weakness across all benchmarks is the extended duration required for processing, contributing to its lower speed ranking. While highly accurate in key areas, the model's premium cost and longer response times are significant considerations for deployment.