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Selling Retired Enterprise GPUs and AI Accelerators: What to Check Before You Ship

By BSR Admin / September 7, 2026 /

Selling retired enterprise GPUs involves more than comparing the highest quote. This guide covers inventory, health data, buyer selection, inspection terms, shipping, and payment before the hardware leaves your facility.

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Do AI Agents Really Need One CPU per GPU?

By BSR Admin / August 17, 2026 /

TL;DR Agents do need more CPU than chatbots did, but no published study shows the right number is one CPU per GPU. In real traffic, the CPU work of running code and searching databases took as long as the model itself in over a quarter of requests. The chips being sold for this are ordinary…

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NVIDIA GPU Price Report, August 2026: the Premium Over MSRP Tracks VRAM, Not Performance

By BSR Admin / August 9, 2026 /

Market snapshot: August 7–8, 2026 | United States | USD | New and used advertised pricing The finding Across the RTX 50 stack, how far a card trades above its launch MSRP lines up almost perfectly with how much memory it carries — and barely at all with where it sits in the performance stack.…

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AI Is Repricing Memory, Storage, and CPUs — Not Just GPUs

By BSR Admin / August 7, 2026 /

Graphics card prices in Korea may climb as much as 30% from August. On August 1, Xbox consoles went up $100 to $150 worldwide and the 2TB Series X was discontinued outright, with Microsoft citing console storage and memory costs up more than 2.5x. Intuition says an AI buildout is a GPU buildout, so accelerators…

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Cloud H100s Rent for $4 an Hour Now. Does Owning GPUs Still Pay?

By BSR Admin / July 22, 2026 /

Two years ago, the GPU question answered itself. During the 2023–2024 shortage, H100 capacity often rented for $7 to $10 per GPU-hour when it could be found at all, and buying hardware was the only way to guarantee access. That world is gone. On-demand H100 SXM instances now list at $3.99 per GPU-hour on specialized…

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Tokens Just Got Cheaper Again. Will That Fix the AI Chip Shortage — or Fuel It?

By BSR Admin / July 9, 2026 /

On June 30, Anthropic released Claude Sonnet 5 at $2 per million input tokens and $10 per million output during its introductory window — less than half the $5 and $25 the flagship Opus 4.8 charges, while scoring 63.2 to the flagship’s 69.2 on the SWE-bench Pro coding benchmark. Roughly ninety percent of the capability…

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