关键要点
- 最大化 GPU 变现: 数据中心作为 Aethir 去中心化 GPU 云的 Cloud Host,解锁全新的收入来源。
- 行业领先的利用率: 数据中心可以利用 Aethir 95%+ 的 GPU 利用率,并作为 Cloud Host 快速扩展其业务规模。
- 持续性工作负载: Aethir 拥有 150+ 企业客户,确保 Cloud Host 获得稳定需求。
- 透明且盈利的经济模型: 简单直观的定价、近乎即时的接入流程,无任何超级云厂商锁定。
全球对高端、高性能 GPU 算力的需求正在迅速飙升,主要由 AI 创新推动。诸如大语言模型(LLM)训练、扩散模型、多模态系统以及视频生成等高算力负载工作,需要巨大的 GPU 计算能力,从而对 GPU 供应链施加巨大压力。采购周期漫长,超级云数据中心排队已满,企业正在寻找更快、更便宜、更灵活的算力方案。
Aethir 的去中心化 GPU 云模式为算力提供方提供了一种可行的替代方案,使数据中心能够高效地将其 GPU 变现,并以 ATH 代币形式获得收益。通过加入 Aethir DePIN 技术栈成为 Cloud Host,拥有闲置 GPU 机架的数据中心可以通过 Aethir 的 150+ 客户和合作伙伴网络,最大化 GPU 利用率和收入。
凭借平均 95%+ 的 GPU 利用率,与中心化云相比,Aethir 的去中心化 GPU 云为算力提供方带来了无可匹敌的利用率。而 Aethir 的 Cloud Host 模式,使这一切在无需超级云厂商式资本开支承诺、锁定合同条款或 6–12 个月销售周期的情况下即可实现。
了解更多关于 Aethir Cloud Host 的信息,并在此申请,立即开始将你的闲置 GPU 变现。
为什么现在就要变现闲置 GPU?
AI 领域正处于快速增长轨道上,并需要大量可靠的云计算资源来赋能创新者。中心化云服务商由于地理限制、供应链瓶颈、厂商锁定政策以及高昂成本,无法高效服务于 AI 企业。
核心问题不在于硬件短缺,而在于硬件的位置与利用率。企业客户需要快速、便捷地访问可靠、灵活且具成本效益的 GPU 算力。
中心化云对 AI 客户的主要限制包括:
- 企业排队名单延迟部署
- GPU 采购与设施扩容需要数月
- 电力成本与资本开支将回本周期进一步拉长
Aethir 的优势
- 分布式网络覆盖 93 个国家、200+ 地点、435,000+ GPU 容器
- 任何拥有符合条件硬件的数据中心或 GPU 提供方都可以成为 Cloud Host,加入 Aethir 的 DePIN 技术栈
- 客户仅为实际使用的算力付费;Cloud Host 可获得客户支付费用的 80%(以 ATH 代币形式),收益完全基于可计费 GPU 小时
- 更高收益:95%+ 的利用率优于传统数据中心平均低于 40% 的水平
作为 Aethir Cloud Host,GPU 提供方可以获得针对闲置 GPU 的灵活创收模式:
- 比中心化平均水平更高的有效利用率
- 更短的收入实现周期,而非 6–12 个月的企业销售周期
- 以 OPEX 为优先的扩展方式,并支持可选融资,而非被锁定在 CapEx 中
这带来了一种实用的 GPU 变现模式,使算力提供方面可以绕过中心化云瓶颈,立即将其数据中心变现。
立即加入 Aethir 的去中心化 GPU 云,通过填写此表单成为 Cloud Host,开始将你的闲置 GPU 变现。
Cloud Host 模式:如何运作
Aethir 的去中心化 GPU 云专注于为 AI 推理、LLM 训练、VFX、3D 渲染、科学计算和 AI 游戏服务提供企业级 GPU 算力。Aethir 并不建设自己的大型数据中心,而是采用由独立 Cloud Host 组成的分布式网络。只要拥有符合 Aethir DePIN 技术栈要求的高性能 GPU,任何人都可以成为 Aethir 的 Cloud Host。
Cloud Host 的职责
Cloud Host 向 Aethir 网络贡献 GPU 产能。当企业客户在这些 GPU 上运行工作负载时,Host 会根据交付的算力按比例获得 ATH 代币奖励。你的 GPU 产生的可计费小时越多,你赚取的收益就越多。
数据中心可以加入 Aethir 的 GPU 即服务网络,成为 Cloud Host,在现有硬件基础上获得 ATH 代币奖励。
网络如何确保信任与质量
Aethir 的去中心化 GPU 云使用分布式网络架构,并包含多个组件以确保网络性能与稳定性。
- Checker Nodes(检查节点): 审计可靠性、运行时间及硬件性能
- Proof-of-Compute(算力证明): 验证 GPU 计算是否正确且公平地执行
- Indexers(索引节点): 将工作负载全球路由至地理位置最优且性价比最佳的可用 GPU
这意味着无需手动客户对接,无需直接销售,也无需谈判单独合同。网络会自动供应算力需求。
Aethir 是一个完全自动化的去中心化 GPU 计算市场,会自动连接客户与算力提供方。
GPU 变现:从每小时价格到利润
与中心化云服务商不同,Aethir 的收入结构透明且简洁。
Cloud Host 获得客户支付费用的 80%,而 20% 预留给 Aethir 基金会,并重新投资于 Aethir 的 DePIN 技术栈。
Aethir 的平均 GPU 利用率为 95%,使其成为 GPU 提供方面比中心化云(利用率低于 40%)更具盈利性的选择。
月度收入估算公式
Aethir 的月度 GPU 收入公式,使 Cloud Host 可以轻松计算预期收入。
月度收入 =(每小时价格 × 利用率 × 720 小时)–(电力成本 + 融资成本 + 其他运营开支)
现实运行示例
企业级 GPU(例如 NVIDIA H100)是 Aethir AI 客户中最受欢迎的芯片之一。Aethir 提供 H100 的价格为 $1.25/小时,比 Google Cloud 便宜 86%。
我们来看看一个新加入 Aethir DePIN 技术栈的 Cloud Host 数据中心,其初始配置为 10 张 H100 的月收入预估。
参数:
- GPU 型号:NVIDIA H100
- GPU 数量:10
- Aethir 每小时价格:$12.5/小时
- Cloud Host 分成:80% = $10/小时
- Aethir 基金会分成:20% = $2.5/小时
- 每月小时数(满负荷):720 小时
- 平均利用率:95%
- 可计费小时数:684 小时/月
- 月收入(Cloud Host):$6840
- 电力成本:$550
- 租赁/融资:$2500
- 其他运营开支:$200
- 总月度成本:$3250
- 10 张 H100 的月利润:$3590
请注意,这只是一个假设场景,实际利润率会根据 GPU 类型、数量、规格和运营成本有所变化。
为什么数据中心更偏向选择 Aethir
传统 GPU 数据中心通常只有两种路径:
- 将空间租给超级云厂商,签署多年期合同
- 重度投资自建 B2B 销售体系
Aethir 的去中心化 GPU 云为数据中心提供了第三条 GPU 变现路径。
通过利用 Aethir 的分布式网络架构,数据中心可以最大化 GPU 利用率,并通过为 Aethir 不断增长的 150+ 客户和合作伙伴提供服务,以 ATH 代币的形式获得稳定、持续的收入。
更高的 GPU 利用率与收益
Aethir 的去中心化路由机制通过 Indexer 聚合全球需求,并将 Cloud Host 直接连接到客户。客户会被连接到地理位置最近且符合需求的 GPU 容器。GPU 工作负载会根据可用性、价格与地理距离进行分配。
这将带来:
- 更稳定的任务
- 更好的运行时间和收益率
- 更少的闲置硬件,因更高的 GPU 利用率
最终结果是:Cloud Host 相较于中心化云服务商可获得更高收入。
OPEX 优先的经济模式
传统云计算模式要求大量 CapEx,并伴随限制性的回报周期。Aethir 采用 OPEX 优先模式,使 Cloud Host 能够更快地开始 GPU 变现与扩展业务。
Aethir 使 Cloud Host 能够:
- 立即变现现有 GPU 机架
- 使用收入进行扩容,而非负债
- 利用可选融资,以各自节奏扩展规模
更短的收入实现周期
中心化超级云厂商以其漫长的企业级交易周期而闻名,这些周期通常需要 6–12 个月才能完成。Aethir 的去中心化 GPU 云移除了这一瓶颈,使 Cloud Host 在其申请表被批准后,仅需数天即可将硬件部署到 Aethir 网络中。
此外,GPU 提供方可获得客户付款的 80%,该款项会被冻结 45 天以保证 SLA 履约,而非经历数月结算。
Aethir 的收入实现流程显著更快:
Onboard → 验证 → 提供算力 → 接收任务
无需冗长的 RFP 流程
无需商务拓展开销
为客户提供强有力的价值主张
Aethir 去中心化 GPU 云的关键优势之一,是其不断增长的客户群,覆盖 AI、游戏、Web3 和 Web2 领域,并专注于企业级硬件密集型工作负载。
Aethir 的年经常性收入达到 $147M,使其成为去中心化 GPU 云领域的全球领导者,这些收入真实来自付费客户,这些客户正在使用 Aethir 拥有 435,000+ GPU 容器的 Cloud Host 网络。
该网络之所以吸引企业需求,是因为它提供:
- 具有竞争力的每小时 GPU 价格
- 地理邻近优势,降低延迟
- 可验证的、由证明机制保障的性能
- 无排队、无最低承诺
客户需求为 Cloud Host 的变现提供动力,而目前已有 150+ 合作伙伴在 Aethir 的 DePIN 技术栈上构建应用,从 200+ 个地点向客户提供算力。
作为 Aethir Cloud Host 加速你的数据中心收入
通过 Aethir 的去中心化 GPU 云,数据中心运营方拥有多项明确优势,使其成为比加入中心化服务商更优的选择。
对数据中心运营方而言,逻辑非常简单:
- GPU 需求处于历史高位,并将随着 AI 的快速发展持续增长
- 中心化云拥堵、昂贵,且无法提供 AI 构建者所需的多样化 GPU 计算服务
- 企业客户需要更低延迟、透明定价、可负担价格和快速接入,中心化云无法提供这些关键特性
- Aethir 通过将工作负载直接路由到可用 GPU,将需求直接导入 Cloud Host 的硬件,从而消除供应链瓶颈
- Aethir 的数字资产储备(DAT),作为首个 AI 算力战略储备,通过支持网络稳定性、激励 Cloud Host 加入及资助长期 GPU 运营来进一步加速增长
如何开始成为 Aethir Cloud Host
- 查看运营要求:支持 GPU 列表
- 通过该表单申请:成为 Cloud Host
- 集成与验证:使用 Cloud Host 门户和轻量级软件进行接入
- 开始赚钱:开始提供计算任务并生成 ATH 收入
通过在此申请成为 Cloud Host,将你的闲置 GPU 变现,并将你的数据中心连接到 Aethir 的去中心化 GPU 云。
常见问题
Cloud Host 如何通过 Aethir 去中心化 GPU 云获得收入?
Cloud Host 可获得客户 GPU 费用的 80%,工作负载通过 Aethir 网络自动路由。更高的利用率(95%+)意味着更多可计费小时数,与中心化云低于 40% 的平均水平相比,带来更高月收入。
数据中心需要什么硬件才能作为 Cloud Host 加入 Aethir GPU 网络?
Aethir 支持多种高性能企业级 GPU,包括 H100、H200、B200 和 A100,同时也支持高端消费级 GPU,例如 RTX 4090。
Aethir 如何确保可靠性和 GPU 输出正确性?
Aethir 的 91,000+ Checker Nodes 持续审计 GPU 性能,而算力证明机制会在付款批准前验证任务完成情况。
准备好最大化你的数据中心收入,并加入 GPU 云革命了吗?
立即申请成为 Aethir Cloud Host,或在我们的完整 Cloud Host 指南中了解更多关于运营和盈利细节的信息。
Key Takeaways
- Maximize GPU monetization: Data centers unlock new revenue streams as Aethir Cloud Hosts in the decentralized GPU cloud.
- Industry-leading utilization: Data centers can leverage Aethir’s 95%+ GPU utilization rates and rapidly scale their operations as Aethir Cloud Hosts.
- Continuous workloads: Aethir’s pool of 150+ enterprise clients ensures steady demand for Cloud Hosts.
- Transparent, profitable economics: Straightforward pricing, near-instant onboarding, and no hyperscaler lock-ins.
The demand for premium, high-performance GPU compute is skyrocketing worldwide, led by AI innovation. Compute-intensive workloads such as large language model (LLM) training, diffusion models, multimodal systems, and video generation require immense GPU computing power, putting pressure on GPU supply chains. Procurement cycles are long, hyperscaler data center queues are full, and enterprises are looking for faster, cheaper, and more flexible compute.
Aethir’s decentralized GPU cloud model offers a viable alternative for compute providers, enabling data centers to monetize their GPUs and earn ATH tokens in return efficiently. By joining the Aethir DePIN stack as Cloud Hosts, data centers with underutilized GPU racks can maximize GPU utilization and revenue by leveraging Aethir’s network of 150+ clients and partners.
With an average GPU utilization rate of 95%+, Aethir’s decentralized GPU cloud provides unbeatable utilization for compute providers, compared to centralized clouds. Aethir’s Cloud Host model makes this possible today, without hyperscaler-style CapEx commitments, locked contract terms, or 6-12 month sales cycles.
Learn more about Aethir’s Cloud Hosts and apply here to start monetizing your idle GPUs today.
Why Monetize Idle GPUs Now?

The AI sector is on a rapid growth trajectory, and it needs vast amounts of reliable cloud computing resources to empower innovators. Centralized cloud providers can’t efficiently serve AI enterprises due to geographic constraints, supply chain bottlenecks, vendor lock-in policies, and high costs.
The main problem isn’t about hardware scarcity but hardware location and utilization. Enterprise clients need quick and easy access to reliable, versatile, and cost-effective GPU compute.
Key centralized cloud limitations for AI clients include:
- Enterprise waitlists delay deployments.
- GPU procurement and facility expansion take months.
- Power costs and CapEx push payback timelines further out.
The Aethir Advantage
- Distributed network spans 435,000+ GPU Containers across 93 countries and 200+ locations.
- Any data center or GPU provider with eligible hardware can become a Cloud Host and join Aethir’s DePIN stack.
- Clients pay only for compute used; Cloud Hosts earn 80% of client fees in ATH tokens, with payouts based strictly on billable GPU hours.
- Higher yields: 95%+ utilization rates outperform traditional data centers that average below 40%.
As Aethir Cloud Hosts, GPU providers can access a flexible revenue-generating model for idle GPUs:
- Higher effective utilization than centralized averages.
- Far shorter time-to-revenue, instead of 6-12-month enterprise sales cycles.
- OPEX-first scaling with optional financing, instead of CapEx lock-in.
This results in a practical GPU monetization model that empowers compute providers to monetize their data centers instantly, bypassing centralized cloud bottlenecks.
Join Aethir’s decentralized GPU cloud today, and start monetizing your idle GPUs as a Cloud Host by filling out this form.
The Cloud Host Model: How It Works

Aethir’s decentralized GPU cloud specializes in providing enterprise-grade GPU compute for AI inference, LLM training, VFX, 3D rendering, scientific workloads, and AI gaming services. Instead of building its own massive data centers, Aethir uses a distributed network of independent Cloud Hosts. Anyone can become an Aethir Cloud Host if they have some of the high-performance GPUs eligible for Aethir’s DePIN stack.
What Cloud Hosts Do
Cloud Hosts contribute GPU capacity to Aethir’s network. When enterprise clients run workloads on those GPUs, Hosts earn ATH tokens proportionally to the compute delivered. The more billable hours your GPUs generate, the more you earn.
Data centers can join Aethir’s GPU-as-a-Service network and become Cloud Hosts, earning ATH token rewards for their services and on top of their existing hardware.
How the Network Ensures Trust and Quality
Aethir’s decentralized GPU cloud uses a distributed network architecture with several components that ensure network performance and stability.
This means there’s no manual client onboarding, no direct sales, and no need to negotiate one-off contracts. The network supplies the demand automatically.
Aethir is a fully automated, decentralized GPU compute marketplace that automatically connects clients and vendors.
GPU Monetization: From Price per Hour to Margin
Unlike centralized cloud providers, Aethir’s revenue structure is transparent and straightforward.
- Cloud Hosts earn 80% of the fees paid by clients, while 20% is reserved for the Aethir Foundation and reinvested to improve the Aethir DePIN stack.
- Aethir has an average GPU utilization rate of 95%, making it a much more profitable option for GPU providers than centralized clouds with utilization rates below 40%.
Approximate Monthly Revenue Example
Aethir’s monthly GPU revenue formula enables Cloud Hosts to calculate approximate revenue easily.
Monthly Revenue =(Price per hour×Utilization rate×720 hours) - (Power cost+Financing cost+Misc OPEX)
Realistic Working Example
Enterprise-grade GPUs such as NVIDIA H100s are some of the most popular chips among Aethir’s AI clients. Aethir offers H100s at $1.25/hr, which is 86% cheaper compared to Google Cloud.
Let’s have a look at the approximate monthly earnings projection for a new Cloud Host data center that just joined Aethir’s DePIN stack, with a starting fleet of 10 H100s.
Please keep in mind that this is a hypothetical scenario, as profit margins can vary depending on GPU type, quantity, specs, OPEX costs, etc.
This kind of profitability isn’t possible with centralized cloud providers that charge overhead costs, often have hidden costs, and have low GPU utilization rates.
By channeling compute from Cloud Hosts to clients through a distributed network, Aethir’s decentralized GPU cloud directly connects clients and compute, thus securing an average 95%+ GPU utilization rate. This translates into considerably higher revenue for Cloud Hosts compared to centralized providers.
Ready to take advantage of Aethir’s exceptionally high GPU utilization rates and start monetizing your GPUs? Fill out this form to become an Aethir Cloud Host today.
Why Data Centers Prefer Aethir
There are two traditional paths for GPU data centers:
- Renting space to hyperscalers with multi-year contracts
- Investing heavily in their own B2B sales pipelines
Aethir’s decentralized GPU cloud offers a third path to GPU monetization for data centers. By leveraging Aethir’s distributed network architecture, data centers can maximize GPU utilization and generate a stable, constant revenue stream in ATH tokens by servicing Aethir’s growing pool of 150+ clients and partners in need of premium AI computing.
Higher GPU Utilization & Yield
Aethir’s decentralized routing mechanics aggregate demand globally and directly connect Cloud Hosts with clients, thanks to Aethir’s Indexers. Clients are connected to the physically closest available GPU Containers that fit their needs. GPU workloads get distributed based on availability, price, and proximity.
This leads to:
- More consistent jobs
- Better uptime & better yield
- Less idle hardware, thanks to higher GPU utilization rates
The ultimate result for Cloud Hosts is more revenue compared to joining centralized cloud providers.
OPEX-First Economics

Traditional cloud computing setups require heavy CapEx with restrictive payback cycles. Aethir’s approach is OPEX-first, enabling Cloud Hosts to start monetizing their GPUs and scale their operations faster.
Aethir enables Cloud Hosts to:
- Monetize existing GPU racks immediately
- Expand capacity using revenue, not debt
- Leverage optional financing for scaling at the Cloud Host’s individual pace
Shorter Time-to-Revenue
Centralized hyperscaler cloud providers are notorious for their long enterprise deal cycles, which often take 6-12 months to close. Aethir’s decentralized GPU cloud removes this bottleneck by enabling Cloud Hosts to deploy their hardware on Aethir’s network in a matter of days, once their Cloud Host application form has been approved.
Furthermore, GPU providers receive 80% of the client’s payment, held for 45 days to guarantee SLA fulfillment, rather than multi-month waiting periods to settle compute payments.
The time-to-revenue flow is incomparably faster with Aethir:
- Onboard → Verify → Supply capacity → Receive jobs
- No long RFP cycles
- No business development overhead
Strong Value Proposition for Clients

One of the key strengths of Aethir’s decentralized GPU cloud is its continually growing client base across the AI, gaming, Web3, and Web2 sectors, with a focus on enterprise-grade, hardware-intensive workloads.
Aethir’s annual recurring revenue of $147m positions the company as a global leader in the decentralized GPU cloud sector, showcasing real revenue, generated by paying clients leveraging Aethir’s Cloud Host network with 435,000+ GPU Containers.
The network attracts enterprise demand because it offers:
- Competitive $/hr GPU pricing
- Geo-proximity for lower latency
- Verifiable proof-backed performance
- No waitlists or minimum commitments
Client demand fuels Cloud Host's monetization, and the network already has 150+ partners building on Aethir’s DePIN stack, which channels compute power to clients from 200+ locations worldwide.
Supercharging Your Data Center Revenue as an Aethir Cloud Host
With Aethir’s decentralized GPU cloud, data center operators have several key benefits that clearly make becoming an Aethir Cloud Host the better option than joining a centralized provider.
For data-center operators, the case is simple:
- GPU demand is at an all-time high and will continue to grow as AI advances rapidly.
- Centralized clouds are congested, expensive, and can’t offer the versatile GPU computing services required by AI builders.
- Enterprise clients need lower latency, transparent, affordable pricing, and rapid onboarding. Centralized clouds can’t provide any of these essential traits.
- Aethir brings demand directly to the Cloud Host’s hardware by channeling workloads to available GPUs, therefore eliminating supply chain bottlenecks.
Aethir’s Digital Asset Treasury (DAT), the first Strategic Compute Reserve for AI computing, further accelerates growth by supporting network stability, incentivizing Cloud Host onboarding, and funding long-term GPU compute operations.
Getting Started as an Aethir Cloud Host
- Review operational requirements: List of supported GPUs
- Apply via this form: Become a Cloud Host
- Integrate and verify: Use the Cloud Host portal and lightweight software for onboarding.
- Start earning: Begin supplying jobs and generating ATH revenues.
Start monetizing your idle GPUs and connect your data center to Aethir’s decentralized GPU cloud by applying here to become a Cloud Host.
Frequently Asked Questions
How do Cloud Hosts earn revenue with Aethir’s decentralized GPU cloud?
Cloud Hosts earn 80% of client GPU fees, with workloads routed automatically through Aethir’s network. Higher utilization (95%+) means more billable hours and higher monthly revenue compared to average GPU utilization rates below 40% for centralized cloud providers.
What hardware do data centers need to join Aethir’s GPU network as Cloud Hosts?
Aethir supports a broad range of high-performance, enterprise-grade GPUs, including H100, H200, B200, and A100, as well as premium consumer-grade GPUs such as the RTX 4090.
How does Aethir ensure reliability and correct GPU output?
Aethir’s 91,000+ Checker Nodes constantly audit GPU performance, and proof-of-compute verifies job completion before payouts are approved.
Ready to maximize your data center’s revenue and join the GPU cloud revolution?





