Cloud Service Prices Rise as Computing Competition Shifts Toward Efficiency

• Ability to Acquire and Schedule Computing Resources: Managing GPU clusters as strategic assets.
• Full-Stack Technological Integration: Vertical integration from chips to Models as a Service (MaaS).
• Scenario-Specific Implementation: Tailored solutions for manufacturing, finance, healthcare, and education.
• Service Quality and Ecosystem Stability: Reliability and stability becoming premium value drivers.

The cloud computing landscape just fundamentally shifted.

For nearly two decades, cloud service prices only went one direction: down.

Not anymore.

Starting in early 2026, major cloud providers globally—AWS (Amazon 亚马逊), Google Cloud, and others—started raising prices on core cloud products.

Then the Chinese market followed.

Alibaba Cloud (Aliyun 阿里云), Tencent Cloud (Tengxun Yun 腾讯云), and Baidu AI Cloud (Baidu Zhinen Yun 百度智能云) all announced price increases, breaking the industry’s nearly two-decade tradition of price decreases.

This isn’t random.

This marks a fundamental shift in competition logic—from low-price expansion to value-based pricing in the cloud computing (Yisuanji 云计算) market.

And it’s reshaping everything about how companies think about computing resources.

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The Price Hikes Are Here (And They’re Significant)

Let’s look at what actually happened:

Alibaba Cloud (Aliyun 阿里云) Price Increases

March 18:

• Computing card products like the T-Head (Pingtouge 平头哥) Zhenwu 810E jumped 5% to 34%
• File storage product CPFS (Intelligent Computing Edition) rose 30%

Mid-April (Three separate announcements):

• Free API call quotas for DataWorks Standard and Professional editions were capped at 100,000 and 500,000 calls per month respectively, with excess usage now charged
• Service prices for certain Model Units (MU) adjusted with increases ranging from 2% to 7% (effective May 15)
• “Elastic 95” billing feature for DDoS services saw major increases (effective July 15)—specifically, the DDoS High Defense (Mainland China) rate increased from ¥100 RMB ($13.84 USD) to ¥150 RMB ($20.76 USD) per Mbps/month

Baidu AI Cloud (Baidu Zhinen Yun 百度智能云) Price Increases

March 18:

• AI computing-related services jumped 5% to 30%
• Parallel file storage increased 30%

Tencent Cloud (Tengxun Yun 腾讯云) Price Increases

April 9 announcement (effective May 9):

• GPU Cloud Servers pricing unified across all regions with a 5% increase
• GPU-based Tencent Kubernetes Engine (TKE) pricing increased 5%
• Elastic MapReduce (EMR) big data services increased 5%

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Why Are Cloud Providers Raising Prices?

According to a Tencent Cloud (Tengxun Yun 腾讯云) representative, the answer boils down to two factors:

1. Market supply and demand pressures

The explosion in global AI demand has significantly increased the costs of procurement, deployment, and operation of core computing resources.

2. Global industry trends

Major players worldwide are adjusting pricing structures to reflect the real cost of infrastructure.

The representative noted: “This adjustment focuses on AI computing products while other service prices remain unchanged, maintaining our competitive advantage in the industry.”

Translation: General cloud computing stays affordable, but AI infrastructure—the hot commodity right now—is getting more expensive.

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Chinese Prices Are Still Cheaper Than Global Competition

Here’s the important context:

Despite these increases, Chinese cloud service prices remain significantly lower than their Western counterparts.

Zhang Fan, Deputy General Manager of the Artificial Intelligence and Big Data Research Center at CCID Consulting (Saidi Guwen 赛迪顾问), broke it down:

Compared to AWS (Amazon 亚马逊) and Google Cloud, domestic cloud services are still cheaper.

These price hikes are best understood as structural adjustments driven by rapid AI development.

Here’s the pattern:

• General cloud computing prices remain stable
• Products related to intelligent computing—storage, model calls, GPU resources—are seeing increases
• These adjustments reflect the real cost of delivering cutting-edge AI infrastructure

Zhang’s prediction?

“Short-term market fluctuations are normal. As hardware capacity expands and software-hardware synergy improves, intelligent computing prices are expected to stabilize.”

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The Real Story: From Price Wars to Value-Based Competition

For almost 20 years, cloud computing (Yisuanji 云计算) followed a predictable pattern.

Technology improved. Costs dropped. Prices fell.

Rinse and repeat.

The AI era broke that cycle.

Why the Cloud Computing Market Dynamics Changed

Li Wei, Deputy Director of the Cloud Computing and Digital Research Institute at the China Academy of Information and Communications Technology (Zhongguo Xinxi Tongxin Yanjiuyuan 中国信息通信研究院), explained what’s happening:

“Intelligent computing has moved from initial construction to large-scale service. User demand for AI computing resources is surging, further tightening cloud resources.”

Translation: The bottleneck shifted.

It’s no longer about building cloud infrastructure—it’s about having enough computing power to meet skyrocketing AI demand.

The Shift From “Price Wars” to “Value-Based Pricing”

Ruan Jing, a professor at the Capital University of Economics and Business (Shoudu Jingji Maoyi Daxue 首都经济贸易大学), called this the real significance of these price increases:

“The significance of this round of price increases is not just about breaking the ‘never-increase’ rule, but marking a shift from low-price expansion to capability-based pricing.”

In other words, the game changed.

Success in the AI era depends on who can provide:

• Stable, high-end computing power
• Associated ecosystems of models and storage
• Engineering services that actually work at scale

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What’s Winning in the New Cloud Computing Landscape?

According to Ruan Jing, future competitiveness will be judged across four dimensions:

1. The Ability to Acquire and Schedule Computing Resources

GPU clusters aren’t commodities anymore—they’re strategic assets.

Companies that can secure and efficiently allocate GPU resources have a massive advantage.

2. Full-Stack Technological Integration

Winners will integrate everything from chips to MaaS (Models as a Service).

This vertical integration creates moats that pure software or infrastructure plays can’t match.

3. Scenario-Specific Implementation

Generic cloud services won’t cut it.

Providers need solutions tailored to specific industries—finance, manufacturing, healthcare, education (jiaoyu 教育), etc.

4. Service Quality and Ecosystem Stability

When computing power is scarce, reliability matters more than ever.

Customers will pay premium prices for providers they can depend on.

As Ruan said: “Price will remain important, but it will be an entry ticket rather than a killing blow.”

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“Computing Inflation” Might Be the New Normal

Zhu Kelie, founding director of the State Research New Economy Research Institute, believes the industry is moving from “price for volume” to “value-based pricing.”

His prediction?

“Computing inflation” may become the new normal.

What does that mean?

In the short term, expect industry consolidation.

Smaller companies that lack technical barriers and rely solely on low-cost computing will get squeezed out.

The winners will be those with:

• Real technological differentiation
• Ability to efficiently allocate computing resources
• Deep industry expertise
• The capital to invest in infrastructure

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How Chinese Cloud Providers Compare to Global Competitors

Li Wei provided a detailed comparison:

Token Pricing (AI Model Usage)

Chinese prices are still 20% to 50% of overseas rates for flagship models.

That’s a significant gap.

Basic Cloud Resource Configurations

Domestic prices remain at approximately 30% to 50% of foreign counterparts.

Even after these increases, there’s still substantial price differentiation.

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The Strategic Shift: Chinese Cloud Providers Playing Offense

Ouyang Rihui, Vice President of the China Internet Economy Research Institute at the Central University of Finance and Economics (Zhongyang Caijing Daxue 中央财经大学), noted something important:

“Domestic providers are becoming more proactive in pricing to filter for high-value users and drive service upgrades.”

This is a fundamental strategic shift.

Instead of competing on price alone, Chinese cloud providers are:

• Actively filtering for customers willing to pay for value
• Investing in service upgrades and ecosystem development
• Moving upmarket rather than downmarket

The Opportunity: Emerging Markets and Industrial Digitalization

Ruan Jing suggested Chinese cloud companies should leverage the nation’s massive industrial digitalization scenarios—manufacturing, education (jiaoyu 教育), and others—to create repeatable solutions.

The real opportunity?

Exporting these solutions to emerging markets in Asia, the Middle East, and Latin America.

These regions need affordable, scalable computing infrastructure, and Chinese providers are uniquely positioned to deliver it.

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The Regulatory Question: Balancing Growth With Accessibility

Experts emphasize an important caveat:

While cloud service is a foundation of the digital economy (shuzi jingji 数字经济), anti-monopoly supervision and price guidance remain necessary.

Ruan Jing proposed a governance framework that:

• Encourages private investment in computing infrastructure
• Ensures public accessibility for scientific research and public services
• Implements “computing vouchers” or public computing pools for essential services

In other words: Let the market function for commercial use cases, but maintain public infrastructure for research and essential services.

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The Bottom Line: Cloud Service Competition Is Evolving

The price increases we’re seeing aren’t a bug—they’re a feature of a maturing market.

The cloud computing industry (Yisuanji 云计算) is transitioning from a race to the bottom to a competition based on value delivery.

This reshapes everything:

• Smaller providers without differentiation will struggle
• Companies with deep tech, ecosystem moats, and industry expertise will thrive
• Customers will pay more for computing power but expect higher reliability and better service
• Chinese cloud providers are emerging from competing on price to competing on capability
• The market will likely see consolidation as weaker players exit

If you’re building on cloud infrastructure or investing in cloud companies, pay attention.

The game isn’t about who’s cheapest anymore.

It’s about who can deliver the most value in the AI era.

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References

• Cloud Circles Raise Prices: Computing Competition Shifts to Efficiency – Economic Daily (Jingji Ribao 经济日报)
• Product Announcements and Price Adjustments – Alibaba Cloud (Aliyun 阿里云)
• Cloud Computing Development Analysis – China Academy of Information and Communications Technology (CAICT)
• Service Update and Adjustment Notices – Tencent Cloud (Tengxun Yun 腾讯云)