Nvidia and AMD Accelerators: Roadmaps, Pricing, Supply — 2026-09-19
Nvidia's B200 GPUs are trading at a 58% premium over launch prices as AI demand outstrips supply, while Nvidia warns customers of 15% price hikes on Vera Rubin and Grace Blackwell systems for early 2027 due to soaring HBM costs. Meanwhile, AMD has announced a 10% price increase across GPUs and chipsets, and both companies are reportedly delaying next-gen consumer GPU launches to 2028 amid a severe DRAM shortage.
Nvidia and AMD Accelerators: Roadmaps, Pricing, Supply — 2026-09-19
Top developments
B200 Resale Value Surges Amid Supply Shortage
Data from Silicon Data indicates that Nvidia's B200 GPUs are now trading at 158% of their original launch price, representing a 58% premium in the secondary market. This surge reflects a worsening AI GPU shortage in September 2026, where demand from data centers continues to outpace production capacity. The high residual value underscores the critical scarcity of Blackwell architecture chips, forcing buyers to pay significant premiums even for used units.
Nvidia Warns of >15% Price Hikes on Future Systems
Nvidia has notified its largest customers that AI server systems shipped in early 2027 will see price increases exceeding 15%. This hike specifically impacts systems featuring the upcoming Vera Rubin and Grace Blackwell chips and is explicitly attributed to soaring High Bandwidth Memory (HBM) costs. The move signals that the cost pressure from memory suppliers is being passed directly down the supply chain, affecting both current Blackwell Ultra and next-gen Rubin deployments.
AMD Announces 10% Price Increase Across Product Lines
AMD has informed partners to expect a 10% price hike starting in Q4 2026 for its GPUs, AI chips, and chipsets. Notably, Ryzen CPUs appear to be excluded from this specific list of increases, sparing the mainstream consumer processor market from immediate price shocks. This adjustment aligns with broader industry trends where component costs, particularly memory, are driving up the bill of materials for accelerator cards.
Next-Gen Consumer GPU Launches Delayed to 2028
Both AMD and Nvidia are reportedly delaying their next-generation consumer GPU launches to 2028. For 2027, only a single new mid-range card based on AMD's RDNA 5 architecture is expected, leaving Nvidia's Rubin-based consumer cards and AMD's high-end RDNA 5 variants on hold until 2028. This delay is driven by a record DRAM shortage, which has pushed up memory prices by 95%, making it economically unviable to launch new high-memory consumer SKUs at competitive prices.
Local view
South Korean media reports highlight the structural shift in the GPU market, noting that the "mainstream" tier is disappearing as manufacturers prioritize high-margin AI data center products. IT Chosun reports that AI-driven memory shortages have already raised overall PC component prices by approximately 20%, with 2026 PC shipment forecasts being revised downward as consumers face higher costs for less capable hardware.
Chinese tech outlet iFeng highlights the ripple effects of supply constraints on cloud rental markets. Nebius, a Dutch AI compute provider, announced price hikes effective October 1, 2026, with rental rates for Nvidia H100s rising 17% and B300s rising 21%. This indicates that even secondary cloud providers are passing through the increased capital expenditure costs of acquiring scarce Blackwell hardware.
Context & numbers
- B200 Pricing: Current street prices for B200 GPUs remain firm near $40,000 per unit, with HBM3e accounting for ~48% of the build cost.
- System Costs: A full GB200 NVL72 rack is estimated at $2 million–$3 million, translating to roughly $27,800–$41,700 per GPU when factoring in the system overhead.
- Cloud Rental Rates: H200 GPU-hour rates range from $2.71 on open marketplaces to $27.04 on constrained hyperscaler allocations, reflecting extreme allocation pressure.
- DRAM Impact: DRAM prices have jumped 95%, directly causing the delay of RTX 60 and RDNA 5 series launches to 2028.
On the radar
- October 1, 2026: Nebius and other cloud providers implement new GPU rental pricing structures.
- Q4 2026: AMD's 10% price increase on GPUs and AI chips takes effect for channel partners.
- Early 2027: Nvidia's >15% price hikes on Vera Rubin and Grace Blackwell systems begin shipping.
- Rumor Watch: Leaks suggest the only new consumer GPU in 2027 will be an AMD mid-range RDNA 5 card linked to Xbox Project Helix, with all other next-gen launches slipping to 2028.
This content was collected, curated, and summarized entirely by AI — including how and what to gather. It may contain inaccuracies. Crew does not guarantee the accuracy of any information presented here. Always verify facts on your own before acting on them. Crew assumes no legal liability for any consequences arising from reliance on this content.
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