Nvidia’s fastest AI chip ever could cost a rather reasonable $40,000 — but chances that you will actually be able to buy one on its own are very, very low and for a good reason

Celebrity Gig

In a recent interview with CNBC’s Jim Cramer, Nvidia CEO Jensen Huang shared details about the company’s upcoming Blackwell chip which cost $10 billion in research and development to create.

The new GPU, which is built on a custom 4NP TSMC process and packs a total of 208 billion transistors (104 billion per die), with 192GB of HMB3e memory and 8TB/s of memory bandwidth, involved the creation of new technology because what the company was trying to achieve “went beyond the limits of physics,” Huang said.

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During the chat, Huang also revealed that the fist-sized Blackwell chip will sell for “between $30,000 and $40,000”. That’s similar in price to the H100 which analysts say cost between $25,000 and $40,000 per chip when demand was at its peak.

A big markup

According to estimates by investment services firm Raymond James (via @firstadopter), Nvidia B200s will cost Nvidia in excess of $6,000 to make, compared with the estimated $3320 production costs of the H100.

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The actual final selling price of the GPU will vary depending on whether it’s bought directly from Nvidia or through a third party seller, but customers aren’t likely to be purchasing just the chips.

Nvidia has already unveiled three variations of its Blackwell AI accelerator with different memory configurations — B100, B200, and the GB200 which brings together two Nvidia B200 Tensor Core GPUs and a Grace CPU. Nvidia’s strategy, however, is geared towards selling million dollar AI supercomputers like the multi-node, liquid-cooled NVIDIA GB200 NVL72 rack-scale system, DGX B200 servers with eight Blackwell GPUs, or DGX B200 SuperPODs.

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