Intelligence

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Intelligence

In-depth analysis, breaking news, and primary research on the GPU secondary market — built for IT managers, ITAD operators, brokers, and the capital markets that finance the infrastructure they work with.

Latest from Industry Analysis

Weekly Market Intel Digest: April 7, 2026 – The Shift to AI-Native Infrastructure

Category: Industry Analysis The first week of April 2026 has solidified a fundamental transition in the digital infrastructure supply chain. We are moving past the "experimental" phase of AI cluster deployment into a regime defined by institutional-grade asset management and rigorous hardware-layer economics. For businesses financing, using, and remarketing GPU-based systems, the primary directive is...

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Weekly Market Intel Digest: March 31, 2026 – The Era of Agentic Infrastructure

Market Shift: From Blackwell to Vera Rubin March 31’s core market signal is that NVIDIA’s roadmap is moving the center of competition from accelerator selection to full-rack architecture. Blackwell already pushed the market toward integrated GPU, CPU, memory, networking, and thermal design decisions at the system level. Vera Rubin extends that shift further. The practical...

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Latest Industry News

GPU Remarketing Matters: Why “Asset Hugging” is Redefining Used Enterprise GPU Values

As the industry transitions into the Blackwell (B200) production cycle, a peculiar phenomenon has emerged in the secondary hardware market. Traditionally, the arrival of a new semiconductor architecture triggers a rapid liquidation of the preceding generation. However, the anticipated flood of NVIDIA Hopper (H100) and Ampere (A100) units into the remarketing channel hasn't materialized according...

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Networking Evolution: 1.6T HSIO Adoption Impacts GPU Cluster Longevity

The rapid transition toward 1.6T High-Speed I/O (HSIO) is fundamentally altering the depreciation curves and operational viability of current-generation AI infrastructure. Recent benchmarking indicates that Blackwell B200 clusters limited to legacy 800G networking are experiencing significant throughput bottlenecks during large-scale Mixture of Experts (MoE) training, where high-bandwidth interconnects are critical for minimizing latency in dynamic...

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GPU Financing: Lenders Increase Collateral Requirements for H100-Backed Loans

Global data center hub reports indicate a significant tightening in AI infrastructure financing, with lenders now requiring 30% more collateral for H100-backed loans compared to Q2 2025. This shift reflects a maturing secondary market where the initial scarcity-driven "liquidity premium" of NVIDIA’s Hopper architecture is being replaced by standard enterprise depreciation models and more conservative...

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