AMD's MI300X outperforms NVIDIA's H100 in large language model (LLM) inference tasks with 33% higher throughput. Extensive testing by TensorWave and MK1 shows the MI300X's superior performance both offline and online, marking AMD as a strong competitor in AI hardware.