AI chip makers are preparing for significant growth in 2026 following a year of strong performance. Demand for advanced GPUs like Nvidia's H200 and B200 remains high from data-center operators and AI labs. Competition is increasing with custom chips from Google (TPUs) and Amazon (Trainium/Inferentia), alongside collaborations between software developers like OpenAI and custom designers such as Broadcom for proprietary chip development.