MacBook Air M4 outperforms on battery life and performance per Notebookcheck and RTINGS data while the ThinkPad Gen 12 offers better keyboard and port selection. The MacBook wins on design and longevity metrics from CNET and Wirecutter comparisons. This is not a close call given the generation gap.