Microsoft bets big on in-house Maia silicon: multi-gigawatt rollout, 40% better tokens/watt

mustafasuleyman · x · 2026-10-12

Microsoft announced its biggest bet yet on in-house silicon: starting next year, the Maia family scales to multi-gigawatt deployments as the primary inference system for its own services. New Maia 300 delivers 40% more tokens per watt than leading GPU-based systems, while Maia 200 is already deployed across the US, Europe, and Australia with up to 1.7x tokens-per-watt gains in Teams and Copilot.

Related event: Microsoft Unveils Maia 300, Betting Big on In-House AI Silicon(10 posts)→

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