GPU market news curated for ITAD operators and IT professionals.
A new report from Epoch AI reveals that Google, Microsoft, Meta, Amazon, and Oracle now control roughly 71% of the world's total AI compute capacity, a significant increase from 63% in early 2024. This massive consolidation of high-performance silicon: spanning custom TPUs, AWS Trainium, and extensive clusters of NVIDIA H100 and Blackwell-generation B200 GPUs: effectively…
Leading hyperscalers: Amazon, Google, Meta, and Microsoft: are on track to collectively invest over $700 billion in capital expenditures during 2026, a 60% surge from 2025 levels. Approximately 75% of this spend is earmarked for AI-specific infrastructure, including high-density GPU clusters (H100/B200) and advanced liquid cooling systems required to breach the 120kW rack barrier. This…
As of April 2026, the secondary market for high-end compute is undergoing a radical transformation. The release cycle of AI hardware has compressed, and the transition from the Blackwell (B200) architecture to the anticipated Vera Rubin platform is already impacting residual values for H100 and H200 clusters. For enterprise data centers and specialized CSPs, the…
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…
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…
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…
Intelligence from the TSMC ecosystem indicates that CoWoS (Chip-on-Wafer-on-Substrate) yields for the B300 series have stabilized at approximately 90%, a critical manufacturing milestone that signals an imminent shift in global compute availability. As fabrication efficiencies at the AP6 facility reach these high-water marks, the persistent scarcity premium associated with Blackwell-generation hardware is projected to evaporate…
The secondary market for high-performance compute has evolved from a fragmented collection of resellers into a sophisticated B2B ecosystem. As of April 2026, the transition from Hopper-based architectures to mass-scale Blackwell deployment has created a unique liquidity window for enterprise-grade GPUs. For data center operators and institutional investors, understanding the technical and economic nuances of…
GPU pricing is no longer driven by age alone. Secondary-market value now moves on technical configuration, deployment fit, and current supply conditions rather than a simple depreciation schedule. HBM capacity and generation materially affect resale value. Memory stack configuration remains a primary pricing variable for accelerators used in training and inference environments with high bandwidth…
OpenAI’s $122 billion raise and 10GW Project Stargate buildout establish a new infrastructure standard: AI-native facilities built around liquid cooling, high-voltage power architecture, and 800G+ networking now define the performance and valuation baseline, while hardware refresh cycles compress toward 18 months and force faster repricing of GPUs, racks, optics, and supporting gear across the secondary…