[SMM Computing Power Midday Review] The lowest price of the 4090 in the Yangtze River Delta rises, and bargaining power for inference computing power in east China shifts to the supply side.

Published: Aug 12, 2026 12:02
In the Yangtze River Delta, the lowest monthly rental for a 4090 rose to 7,200 yuan (up 4.35%), and the lowest per-card hourly rate rose to 1.25 yuan (up 4.17%). As the mainstream consumer-grade AI inference card, the 4090 saw low-priced resources in the region continuously absorbed, pushing up lower-end prices and narrowing the quotation range. Bargaining power tilted toward the supply side, and sporadic supply reductions dominated.

[Market Overview] This morning, the lowest price for the 4090 in the Yangtze River Delta region saw a rise. The SMM-4090-24G-System-Yangtze River Delta-Monthly Subscription lowest monthly rent rose from 6,900 yuan to 7,200 yuan, equivalent to a lowest per-card-hour price of 1.25 yuan. The rise in the lowest price indicates that the scarcity of low-cost resources in the region is increasing, and the bargaining space is shrinking towards the supply side.

[4090 Yangtze River Delta: Low-Price Resources Shrink, Lower-Bound Price Pushed Up] The SMM-4090-24G-System-Yangtze River Delta-Monthly Subscription lowest monthly rent rose from 6,900 yuan to 7,200 yuan, up 300 yuan, a monthly rent increase of 4.35%; the lowest per-card hour rose from 1.2 yuan to 1.25 yuan, up 0.05 yuan, a per-card-hour increase of 4.17%. The 4090, as the primary model for consumer-grade GPUs repurposed for AI inference, has long-handled small and medium-scale inference and lightweight fine-tuning demands with its cost-performance advantage, making it the top choice for small and medium teams and individual developers. This synchronized rise in the lowest price reflects that after the continuous absorption of low-priced 4090 resources in the Yangtze River Delta region, the supply side's bargaining power has strengthened, the lower-bound price has been pushed up, and the quotation range is showing a narrowing trend.

[SMM View] The narrowing of the quotation range for the 4090 series in east China is driven by three factors: First, AI inference demand in the Yangtze River Delta continues to surge, and the 4090 has become the preferred resource within the cost-effective range; second, the 4090 is restricted by consumer-grade compliance constraints, limiting large-scale entry, and the consumption of existing resources in the region is faster than replenishment; third, low-priced resources mostly come from occasional releases by individual users or expired short-term rental contracts, making it difficult to form a stable supply pool. SMM believes that the rise in the lowest price is not due to overheated end-use demand, but rather a supply-side phenomenon of a decrease in occasional low-priced resources; in the medium and long term, with the large-scale deployment of domestic alternative models, the scarcity premium of the 4090 is expected to gradually narrow.

Data Source Statement: Except for publicly available information, all other data are processed by SMM based on publicly available information, market communication, and relying on SMM's internal database model. They are for reference only and do not constitute decision-making recommendations.

Images in this article contain AI-translated captions for reference only.

For any inquiries or for more information, please contact: lemonzhao@smm.cn
For more information on how to access our research reports, please contact:service.en@smm.cn
Related News
[SMM Computing Power Express] A certain intelligent computing cloud service provider is quoting monthly rental of 7,200 yuan/unit/month for 4090 eight-card servers, higher than the previous low quotation.
2 hours ago
[SMM Computing Power Express] A certain intelligent computing cloud service provider is quoting monthly rental of 7,200 yuan/unit/month for 4090 eight-card servers, higher than the previous low quotation.
Read More
[SMM Computing Power Express] A certain intelligent computing cloud service provider is quoting monthly rental of 7,200 yuan/unit/month for 4090 eight-card servers, higher than the previous low quotation.
[SMM Computing Power Express] A certain intelligent computing cloud service provider is quoting monthly rental of 7,200 yuan/unit/month for 4090 eight-card servers, higher than the previous low quotation.
SMM learned that a smart cloud computing service provider recently completed shipments of RTX 4090 8-card servers at a transaction price of 7,200 yuan per unit per month. Previously, the market had seen a relatively low quotation of 6,900 yuan per unit per month. The latest external price is about 300 yuan higher than that low point, indicating that although entry-level models are in ample supply, distributors have not continued to lower their external quotations. SMM believes that the stabilization of external quotations for the 4090 reflects that demand in the low and mid-end computing power segment has not yet experienced a cliff-like contraction.
2 hours ago
AI Computing Power Demand Boom Fuels Continuous Climb in Copper Foil Operations; Copper Cable High-Speed Connectors Strengthen, Taichenguang Leads Gains [SMM Express]
2 hours ago
AI Computing Power Demand Boom Fuels Continuous Climb in Copper Foil Operations; Copper Cable High-Speed Connectors Strengthen, Taichenguang Leads Gains [SMM Express]
Read More
AI Computing Power Demand Boom Fuels Continuous Climb in Copper Foil Operations; Copper Cable High-Speed Connectors Strengthen, Taichenguang Leads Gains [SMM Express]
AI Computing Power Demand Boom Fuels Continuous Climb in Copper Foil Operations; Copper Cable High-Speed Connectors Strengthen, Taichenguang Leads Gains [SMM Express]
2 hours ago
[SMM Computing Power Express] The industry standard intermediary fee for the 4090 series models defaults to an additional 300 yuan per unit per month.
19 hours ago
[SMM Computing Power Express] The industry standard intermediary fee for the 4090 series models defaults to an additional 300 yuan per unit per month.
Read More
[SMM Computing Power Express] The industry standard intermediary fee for the 4090 series models defaults to an additional 300 yuan per unit per month.
[SMM Computing Power Express] The industry standard intermediary fee for the 4090 series models defaults to an additional 300 yuan per unit per month.
SMM has learned that a pricing convention has also been established for intermediary channels in computing power leasing for entry-level models—an intermediary fee of about 300 yuan per machine per month, which is generally applicable to the 4090 series (e.g., RTX 4090). As a channel facilitation cost, it is added on top of the base rental. SMM believes that the intermediary fee for entry-level models is significantly lower than that for high-end models, reflecting ample supply of low and mid-end computing power and sufficient channel competition.
19 hours ago
[SMM Computing Power Midday Review] The lowest price of the 4090 in the Yangtze River Delta rises, and bargaining power for inference computing power in east China shifts to the supply side. - Shanghai Metals Market (SMM)