This data center AI chip roadmap shows NVIDIA will dominate far into 2027 and beyond

This data center AI chip roadmap shows that NVIDIA dominates the AI GPU business: right up to the Rubin Ultra AI GPU with 576GB of HBM4 memory in 2027.

This data center AI chip roadmap shows NVIDIA will dominate far into 2027 and beyond
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In a recently shared data center AI chip roadmap posted on X, we get a good look at what companies have on the market already, and what's in the AI chip pipeline through to 2027. Check it out:

This data center AI chip roadmap shows NVIDIA will dominate far into 2027 and beyond 34

The list includes chip makers NVIDIA, AMD, Intel, Google, Amazon, Microsoft, Meta, ByteDance, and Huawei. You can see the list of NVIDIA AI GPUs includes the Ampere A100 through to the Hopper H100, GH200, H200 AI GPUs, and into the Blackwell B200A, B200 Ultra, GB200 Ultra and GB200A. But after that -- which we all know is coming -- is Rubin and Rubin Ultra, both rocking next-gen HBM4 memory.

We also have AMD's growing line of Instinct MI series AI accelerators, with the MI250X through to the new MI350 and the upcoming MI400 listed in there for 2026 and beyond.

Google is a close third with its TPU series of processors, with the TPU v5e through to the next-gen TPU v7p coming in 2025 listed. Intel has its Gaudi 2 and Gaudi 3 on the list, with its next-gen Falcon Shores AI processor not expected until 2H 2025.

We're expecting NVIDIA's next-generation Rubin R100 AI GPUs to use a 4x reticle design (compared to Blackwell with 3.3x reticle design) and made on TSMC's bleeding-edge CoWoS-L packaging technology on the new N3 process node. TSMC recently talked about up to 5.5x reticle size chips arriving in 2026, featuring a 100 x 100mm substrate that would handle 12 HBM sites, versus 8 HBM sites on current-gen 80 x 80mm packages.

TSMC will be shifting to a new SoIC design that will allow larger than 8x reticle size on a bigger 120 x 120mm package configuration, but as Wccftech points out, these are still being planned, so we can probably expect somewhere around the 4x reticle size for Rubin R100 AI GPUs.

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Anthony joined the TweakTown team in 2010 and has since reviewed 100s of graphics cards. Anthony is a long time PC enthusiast with a passion of hate for games built around consoles. FPS gaming since the pre-Quake days, where you were insulted if you used a mouse to aim, he has been addicted to gaming and hardware ever since. Working in IT retail for 10 years gave him great experience with custom-built PCs. His addiction to GPU tech is unwavering and has recently taken a keen interest in artificial intelligence (AI) hardware.

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