Reports suggest NVIDIA may have overpaid for Groq in a reactive acquisition triggered by a deal between OpenAI and Cerebras. Critics claim NVIDIA bypassed thorough technical evaluation of Groq’s LPU, which is currently described as "underwhelming," to prevent competitors from securing the asset. The timing of these moves coincides with other major industry shifts, including the Anthropic–Google TPU partnership and the Cerebras IPO.