TinyCorp pressures AMD to build a 96GB GPU that doesn’t exist yet
TinyCorp Is Challenging AMD to Build a 96GB RDNA 5 GPU, But the Memory Crisis Makes It Nearly Impossible
March 9, 2026
The company wants to raise $20 million at a $200 million valuation, buy an $11.5 million building in Oregon with 5 megawatts of power capacity, pre-order 3,000 units of an AMD RDNA 5 GPU with 96GB of VRAM at around $2,500 each,
Hotz tagged AMD CEO Lisa Su directly and wrote:
“RDNA 5 should be GDDR7 with a 512-bit bus. Get the 3GB modules and double side it like the Blackwell. We’ll build the board if they don’t.”
A 96GB GPU that only NVIDIA makes, for $8,000 to $10,000
Right now, the only GPU on the market with 96GB of VRAM is NVIDIA’s RTX PRO 6000 Ada Blackwell, which retails between $8,000 and $10,000 per unit. That is a workstation card aimed at professionals and large enterprises, not something a small AI lab or independent developer can easily budget for. For context, TinyCorp is asking for that same memory capacity at less than a third of the price.
(
and we all know AMD will sell for nv - $500 dollars. tiny corp is asking for 1/3rd of that price)
TinyCorp and AMD have a long and bumpy history
TinyCorp’s frustration with AMD isn’t new, and neither is their commitment to working with Team Red anyway. The original TinyBox Red ships with six Radeon RX 7900 XTX cards, built on the belief that AMD’s price-to-performance ratio makes them the smarter pick for accessible AI computing compared to NVIDIA’s more expensive hardware.
But the relationship has had real friction. AMD’s ROCm software stack caused enough problems that TinyCorp eventually decided to build their own solution from scratch. They developed a completely independent software stack for AMD GPUs, their own driver, runtime, libraries, and emulator, all in roughly 12,000 lines of code, bypassing ROCm entirely. That is a serious engineering investment, and it underlines just how committed they are to making AMD hardware work, even when AMD doesn’t make that easy.
https://geekrealmhub.com/tinycorp-amd-96gb-rdna5-gpu/