TrendForce: DRAM Supply Shortage to Persist Through 2027… NVIDIA Considering Downgrading Rubin Ultra's HBM Configuration
According to TrendForce's latest memory industry research, the DRAM supply shortage is expected to continue through 2027, and with uncertainties remaining in the HBM4e qualification timeline, NVIDIA has been re-evaluating Rubin Ultra's HBM configuration since Q3 2026.
While the original plan was to adopt a 12-high (12hi) HBM4e configuration, NVIDIA is now evaluating multiple designs in parallel — including HBM4e 8hi, HBM4 12hi, and HBM4 8hi — and the final specification has not yet been confirmed.
Beyond NVIDIA, some CSPs are also reportedly considering reducing the HBM capacity on their next-generation in-house ASICs.
NVIDIA maintained 12hi HBM4e as the baseline design for Rubin Ultra from 2025 through the first half of 2026. However, starting in early Q3 2026, it began reviewing lower-spec alternatives. This shift stems from two major supply-side constraints: first, the overall DRAM shortage expected in 2027 limits the wafer capacity that memory makers can allocate to HBM production; and second, uncertainty remains around the qualification timeline for 12hi HBM4e and the pace of mass-production yield improvement.
TrendForce explains that NVIDIA's top priority for the Rubin Ultra generation is increasing I/O speed, with expanding GPU shipments as a secondary priority. If NVIDIA ultimately decides to lower the HBM specification, it is expected to do so by reducing the number of DRAM stack layers.
Ultimately, whether HBM4e can complete qualification and enter mass production on schedule will determine whether Rubin Ultra's I/O speed can be raised from the previous generation Rubin's 8–11.7 Gbps to 14–16 Gbps, or whether it will remain at the 11–12 Gbps level through optimized HBM4 designs.
Meanwhile, within the same product generation, the number of DRAM stack layers determines the trade-off between HBM capacity per GPU and the number of GPUs that can be shipped.
TrendForce also believes the final configuration will depend on memory makers' wafer allocation decisions. On the supply-demand front, HBM bit shipments in 2027 are projected to grow 50–60% year-over-year, but even this is expected to fall short of keeping pace with demand growth.
With these supply constraints persisting, HBM suppliers are expected to retain pricing power throughout 2027. The industry already widely anticipates a substantial increase in HBM prices. As a result, AI chip makers will face the dual burden of limited HBM supply and rising procurement costs — further strengthening the incentive to adopt configurations with lower HBM capacity.
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