TL;DR
In October 2026, NVIDIA RTX 5090 spot prices in Shenzhen's Huaqiangbei reached 51,000-55,000 yuan, rising nearly 10,000 yuan in just over a month. The surge is driven by both AI compute demand spilling into consumer GPUs and channel panic over discontinuation rumors, showing that consumer GPUs are being repriced in the AI era.
The Facts and Scope of the Price Rise
National Business Daily field visits on October 25, 2026 found RTX 5090 spot quotes in Huaqiangbei generally ranging from 51,000 to 55,000 yuan. One merchant said prices were above 40,000 yuan last month, rising nearly 10,000 yuan in just over a month. The rise is not limited to one model: the RTX 5080, with a launch price of about 8,000 yuan, now quotes at 16,000-17,000 yuan; some mainstream cards that cost 2,000+ yuan now sell for 3,000+. Merchants say GPU prices entered an uptrend in July 2026, accelerating sharply in the past week.
Demand Side: Local AI Deployment Goes Mainstream
A core variable behind consumer GPU price increases is AI compute demand spillover. Consumer cards, originally built for gaming, are being adopted by SMBs and developers as AI compute hardware:
- Developers run open-source models such as DeepSeek and Qwen locally using tools like Ollama and LM Studio.
- Design studios complete AI image generation with ComfyUI, Stable Diffusion and FLUX.
- Post-production and architectural design use Blender for 3D scene rendering.
The RTX 5090's 32GB GDDR7 memory can run quantized large language models and heavier AI image generation tasks; the RTX 5080's 16GB limits it for larger models. For budget-constrained AI developers and small studios, buying high-end consumer GPUs for local deployment is a practical alternative to cloud compute.
Supply Side: Discontinuation Rumors and Chip Allocation
Supply-side tightness also drives prices. Rumors that NVIDIA will discontinue the RTX 5090 series spread among stores; merchants report difficulty sourcing new inventory, with most circulating units coming from existing stock. NVIDIA executives denied the discontinuation and confirmed continued shipments, but acknowledged supply chain limits. Reports also circulated that NVIDIA may shift some consumer GPU chip supply toward higher-margin professional products, drawing the RTX 5090's GB202 chip into the speculation.
Market Impact and Divergence
Huaqiangbei merchants hold diverging views: some believe prices will not fall significantly in the short term and the high-price environment may extend into 2027; others argue the RTX 5090 is already expensive and further rises will suppress purchases. Consumer cards cannot fully replace professional AI accelerators — training and high-concurrency inference still require data center GPUs with larger memory, higher bandwidth and multi-card interconnect. The boundary between consumer GPUs and professional compute cards will keep shifting as local deployment demand grows.
Data Sources
- National Business Daily: NVIDIA discontinuation rumors drive price surge in Shenzhen Huaqiangbei (published October 26, 2026) link