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Microsoft Announces New AI Chip Azure Maia 300

Microsoft said Maia 300 will deliver 40% more tokens per megawatt than leading GPU systems as it shifts toward in-house inference hardware.

  • On Monday, Microsoft unveiled the Maia 300, an AI chip designed to serve as the primary AI inference system for the company's products and services.
  • Seeking improved performance, Microsoft designed the architecture to handle emerging workloads including long-context reasoning, latency-sensitive conversational experiences, and multi-step agentic tasks.
  • Built on TSMC's N2P process, a full rack of 96 Maia accelerators delivers up to 7 times the rack-scale token throughput of the Maia 200 model.
  • Executive Vice President Scott Guthrie said the chip will "deliver 40 percent more tokens per megawatt" compared to leading GPU-based systems, with production starting in 2027.
  • Evercore ISI analysts estimate Maia will represent about 10% of Microsoft's chip spending by early 2027, though the company maintains partnerships with Nvidia and AMD for training models.
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New accelerator expected to deliver 40% more tokens per megawatt than leading GPU systems

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They seek to reduce their dependence on third-party processors from companies such as Nvidia and AMD

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The spokesman-Review broke the news in Spokane, United States on Monday, October 12, 2026.
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