Google just triggered a hard reset in the AI hardware war, after its TPU chips pushed Gemini 3 past GPT‑5 in independent tests, smashing both OpenAI and Nvidia right across the face at the same time.

Google's release of its Gemini 3 large language model (LLM) in November—trained primarily on the company's in-house TPU chips and performing at or above the level of OpenAI's ChatGPT—has become ...

Google’s custom TPU chips are emerging as a serious challenger to NVIDIA’s GPUs, driven by potentially lower total cost of ownership through cheaper pricing and higher energy efficiency. Investor ...