Microsoft Launches Maia 300 AI Accelerator

Microsoft releases Maia 300 chip for faster AI inference with 40% more tokens per megawatt than Nvidia.

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Oct 12, 2026

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Microsoft Launches Maia 300 AI Accelerator

Microsoft releases Maia 300 chip for faster AI inference with 40% more tokens per megawatt than Nvidia.

In brief

Microsoft releases Maia 300 chip for faster AI inference with 40% more tokens per megawatt than Nvidia. Microsoft debuts Maia 300 inference accelerator that processes 40% more tokens per megawatt than leading GPU systems. Originally reported by SiliconANGLE.

Microsoft debuts Maia 300

Microsoft Corp. today pulled back the curtains on Maia 300, its newest internally developed artificial intelligence accelerator.

40% more tokens per megawatt

Microsoft estimates it can process 40% more tokens per megawatt than leading gpu-based systems.

Four chiplets with 288gb memory

Maia 300 features four computing chiplets using taiwan semiconductor manufacturing co.'s two-nanometer node and eight hbm4 modules with 288gb combined capacity.

20% less memory bandwidth

Maia 300 has about 20% less memory bandwidth than nvidia's rubin accelerator.

Dataflow architecture

Maia 300 uses a dataflow architecture to minimize data movement between computing and memory circuits.

Compressed data formats

Maia 300 compresses data into lightweight formats like mxfp4 to reduce memory footprint and data movement.

Device control chiplet

Maia 300 includes a device control chiplet that manages power flow, collects telemetry, and handles data movement.

96 accelerators per rack

Microsoft plans to deploy 96 accelerators in liquid-cooled racks with seven times the token throughput of previous maia 200 systems.

What it means

Microsoft debuts Maia 300 inference accelerator that processes 40% more tokens per megawatt than leading GPU systems.

Read the original on SiliconANGLE

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