The escalating demand for computing power has reached unprecedented levels, and amidst this surge, the AI startup TinyCorp is making bold requests from AMD, particularly for a robust ‘chonky’ RDNA 5 GPU.
TinyCorp Explores Acquisition of RDNA 5 GPU With 96 GB VRAM Priced at $2, 500 Each, Despite Memory Shortages
In the rapidly evolving landscape of AI startups heavily invested in ‘tokenomics’, there is a voracious appetite for enhanced computational capabilities. Small to medium-sized AI firms, including TinyCorp, have pivoted towards consumer GPUs to secure effective training and inference resources. Amidst a competitive atmosphere, TinyCorp has emerged as a noteworthy advocate for RDNA 5 GPUs, even amidst previous tensions with AMD, urging the company to back their ambitious project.
if tiny corp was raising $20M (@ $200M), who’d be interested? business model is basically this.buy this $11.5M building (with 5MW of power): link in our discordwait for AMD to launch the RDNA5 96GB cards (mid 2027).preorder 3000 cards (hopefully we can negotiate for $2500…
— the tiny corp (@__tinygrad__) March 7, 2026
TinyCorp’s pitch to investors revolves around commercializing computing power via platforms like OpenRouter, leveraging the expected release of AMD’s consumer GPUs. The startup envisions a $11.5 million investment aimed at developing a 5 MW facility in Oregon, asserting that the region presents favorable conditions for launching a token sale. With their sights set on amassing a portfolio of 3, 000 RDNA 5 units, TinyCorp projects potential revenues reaching $5.4 million through token sales at OpenRouter. While the business model appears promising, it rests on a precarious premise: the actual availability of 96 GB RDNA 5 WeUs from AMD.
Reports indicate that the RDNA 5 architecture is slated for release by mid-2027. Nevertheless, the possibility of a consumer-grade GPU achieving a 96 GB VRAM configuration raises eyebrows, particularly given AMD’s historical challenges with GPU memory capacity since the RX 9000 series. Coupled with ongoing memory shortages and widespread supply chain issues affecting general-purpose DRAM products, TinyCorp’s aspirations appear increasingly distant. Should AMD ever pursue a 96 GB capacity with RDNA 5, it might only come through their workstation ‘Radeon PRO’ line, a mere speculation at this point.
.@AMD @LisaSu would be dumb not to make one, I trust they are. RDNA5 should be GDDR7 with a 512-bit bus.get the 3 GB modules and double side it like the Blackwell.we’ll build the board if they don’t 🙂
— the tiny corp (@__tinygrad__) March 7, 2026
Notably, TinyCorp has indicated its intention to develop its own board featuring RDNA 5 silicon if AMD does not launch a corresponding model. Currently, the only GPU available with comparable 96 GB capabilities is NVIDIA’s RTX PRO 6000 Ada Blackwell, which retails between $8, 000 and $10, 000. TinyCorp’s strategy hinges on the idea that a 96 GB RDNA 5 GPU could be available at a significantly lower price of $2, 500 each. This assumption presents a glaring incongruity with the current market realities. Regardless, the ambition to operate a token-based algorithm business using consumer GPUs marks an intriguing venture that could captivate investor interest.
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