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Trending14 August 2026·5 min read

GPU supply risk: Rubin timing, memory prices and why not to bet on one hardware generation

Analyst forecasts in April 2026 suggested next-generation GPU shipments might be smaller than expected. A planning lesson for anyone buying capacity.

The Register reported on 8 April 2026, citing a TrendForce analysis, that Nvidia's next-generation Rubin GPUs might make up a smaller share of 2026 shipments than first expected. This is an analyst forecast, not a company disclosure, and Nvidia had not commented in the article.

As reported

  • TrendForce forecast that Rubin would be 22% of Nvidia's high-end GPU shipments in 2026, down from an earlier forecast of 29%, with Blackwell at 71%.
  • Causes cited include HBM4 validation time, a move to new network cards, higher system power and more demanding liquid cooling.
  • Consumer DRAM prices were forecast to rise another 45% to 50% in Q2 2026 after a 75% to 80% rise in Q1.
  • US export-rule exceptions allowed H200 sales to China under conditions, and production was reported to be restarting.

The planning lesson

  • Avoid committing multi-year capacity plans to one hardware generation.
  • Keep workloads portable across providers and regions.
  • Prefer efficient models where quality allows, so you are less exposed to supply shocks.

Forecasts change. Treat the numbers as a signal of uncertainty, not as facts about next year.

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