Same Intel X7 358H with Qwen3.5-9B: Xiaomi Book Pro 14 vs. MSI Prestige 14 (grigio.org)

Recent benchmarking comparisons between the Xiaomi Book Pro 14 and the MSI Prestige 14 Flip, both featuring the Intel Core Ultra X7 358H CPU, reveal notable performance differences when running the Qwen3.5-9B model using various libraries. The Xiaomi device demonstrated a 2.6x higher throughput on Vulkan and a 26% boost in CPU BLAS performance compared to the MSI. Specifically, the Xiaomi achieved an impressive 12.54 tokens per second (tok/s) on Vulkan, compared to the MSI's 4.74 tok/s, highlighting the Xiaomi's superior handling of integrated GPU tasks. This performance gap is significant for the AI/ML community as it underscores the impact of hardware configuration on model execution efficiency. Factors such as memory bandwidth, thermal management, and driver optimization were identified as key contributors to the Xiaomi's advantage. The results emphasize the importance of fine-tuning system settings and using appropriate drivers to maximize compute potential, particularly for integrated graphics solutions. This benchmarking not only guides developers in selecting hardware for AI tasks but also fuels discussions about optimizing AI workloads for future hardware advancements.