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The AI arms race between Google and OpenAI is heating up, forcing businesses to weigh different strategies. Google is leveraging its custom-built Tensor Processing Units (TPUs) to achieve a significant cost advantage over OpenAI, which relies on more expensive Graphics Processing Units (GPUs). This price difference has major implications for businesses looking to implement AI solutions, especially when considering budget and model risk. However, OpenAI’s strength lies in its robust and integrated AI ecosystem, providing a streamlined user experience and pre-built solutions. This creates a trade-off: cost-effectiveness versus ease of integration. This analysis examines the competing strengths of Google and OpenAI, helping enterprises make informed decisions about their AI investments in a rapidly evolving market.