The rapid acceleration of artificial intelligence has created an unprecedented demand for high-performance compute, pushing traditional cloud providers to their limits. GPU shortages, rising energy costs, and mounting regulatory pressures have opened the door for a new category of infrastructure: Computation DePIN—a decentralized model that leverages distributed hardware to deliverThe rapid acceleration of artificial intelligence has created an unprecedented demand for high-performance compute, pushing traditional cloud providers to their limits. GPU shortages, rising energy costs, and mounting regulatory pressures have opened the door for a new category of infrastructure: Computation DePIN—a decentralized model that leverages distributed hardware to deliver

Solus Partners Releases Comprehensive Computation DePIN Market Report for 2025

For feedback or concerns regarding this content, please contact us at crypto.news@mexc.com
  • The total market capitalization of DePIN protocols has reached $14.6 billion, supported by more than 423 tracked protocols, including 102 compute-focused networks.
  • As of November 2025, the sector has evolved from a speculative concept into a maturing marketplace driving billions in value and reshaping the economics of compute.

The rapid acceleration of artificial intelligence has created an unprecedented demand for high-performance compute, pushing traditional cloud providers to their limits. GPU shortages, rising energy costs, and mounting regulatory pressures have opened the door for a new category of infrastructure: Computation DePIN—a decentralized model that leverages distributed hardware to deliver scalable, cost-efficient, and globally accessible compute. As of November 2025, the sector has evolved from a speculative concept into a maturing marketplace driving billions in value and reshaping the economics of compute as mentioned in the recent report created by Solus Partners & KOLs.

The total market capitalization of DePIN protocols has reached $14.6 billion, supported by more than 423 tracked protocols, including 102 compute-focused networks. Industry leaders such as Aethir, Akash, io.net, Render, and Nosana have demonstrated that decentralized infrastructure can deliver meaningful throughput. Yet even with this progress, the broader institutional market remains hesitant, primarily due to compliance and verification gaps that still restrict adoption. The next phase of growth hinges on solving these foundational issues while expanding capacity to meet exploding AI workloads worldwide.

At the center of this sector is a simple economic truth: decentralized compute is dramatically cheaper. Cloud providers like AWS charge $10–12 per hour for an Nvidia H100 GPU. In contrast, DePIN networks offer the same class of GPU for $1–2 per hour, reflecting an 80–90% cost advantage. Platforms such as Aethir list H100 instances at $1.25/hr, while Akash and io.net advertise similar savings across H100 and H200 cards. Nosana, Render, and Vast.ai further widen the supply mix by enabling contributions from gaming rigs, miners, and enterprise-grade data centers. This pricing arbitrage represents an $80–150B compute opportunity by 2027, according to current TAM/SAM projections.

But low prices alone cannot bridge the gap between crypto-native developers and enterprise workloads. DePIN networks must meet strict requirements for uptime, latency, job verification, compliance, and regional data controls. Today, this remains the largest bottleneck for adoption. Public, network-wide SLA dashboards remain limited; hardware attestation is inconsistent; and enterprise clients often lack the contractual tools to manage data residency and cross-border transfers under frameworks like the GDPR, SCCs, UK IDTA, and U.S. BIS export controls. For regulated industries, compute reliability must be proven—not assumed.

Despite these hurdles, significant progress is underway. Aethir has deployed 435,000+ enterprise-grade GPUs across 93 countries, backed by a documented service guide and 99.99% uptime. Akash has developed a transparent on-chain lease marketplace with clear pricing, Kubernetes integration, and a roadmap for hardware attestation via NVTrust, TDX, and SEV-SNP. io.net has scaled rapidly, claiming 30,000+ GPUs and approximately $20M annualized on-chain revenue, though its hardware mix is more heterogeneous. Render, originally for VFX rendering, continues to support professional-grade workloads with a verifiable burn model that correlates directly with job demand. Nosana, meanwhile, has leaned into decentralized inference, offering encrypted Confidential Jobs and low entry barriers for GPU hosts.

One of the most promising upcoming entrants is ArgentumAI, a compliance-first compute marketplace addressing the institutional trust gap left by other networks. Its strategy is centered on repurposing idle or second-generation GPUs (V100s, P100s, A-series) while providing enterprise-grade security frameworks, KYC/AML models, regional pinning, and SLA escrow. If successful, ArgentumAI could unlock a massive pool of underutilized enterprise hardware that remains incompatible with current DePIN networks due to compliance limitations.

The economic advantages of DePIN extend beyond price. The architecture enables unprecedented flexibility by tapping into globally distributed GPUs—from telecom edge nodes and enterprise data centers to hobbyist rigs. This dispersal increases resilience and enables better geographic distribution of workloads. The DePIN flywheel further incentivizes ecosystem expansion: token rewards attract providers, supply growth improves service quality, improved service brings users, and demand strengthens token sustainability. However, tokenomics remain a point of scrutiny. Analysts prioritize fee coverage, treasury runway, and emissions schedules to evaluate long-term network sustainability. Render stands out for linking token burn directly to real job usage, while Aethir provides one of the most detailed fee dashboards available today.

The market’s explosive growth is also tied to global supply constraints. Nvidia’s top-tier GPUs—H100, H200, and GB200—remain scarce across many regions, especially Asia. Even major cloud providers struggle to meet demand as AI labs, agentic systems, LLM fine-tuning workflows, and model evaluation pipelines consume increasingly large amounts of compute. DePIN networks capitalize on these shortages by enabling providers to monetize unused capacity and by letting buyers bypass centralized allocation queues. McKinsey estimates $6.7 trillion in cumulative global datacenter investment through 2030, with $5.2 trillion specifically in AI-ready infrastructure, underscoring the scale of the opportunity.

Still, the sector’s success depends on addressing reliability and compliance at scale. Enterprises need verifiable SLAs, hardware attestation, predictable billing, contractual guarantees, region pinning, and a clear regulatory posture. The networks that can bridge this trust gap will unlock the next wave of adoption, enabling DePIN to evolve from a cost-efficient alternative into a primary compute layer for the AI-driven world.

As it stands today, computation DePIN is transitioning from early speculative hype to a tangible infrastructure category shaping the future of distributed AI. The economic, architectural, and market forces now in motion indicate that decentralized compute may soon become a core pillar of global AI systems—not just because it is cheaper, but because it is more adaptive, scalable, and aligned with the economics of the emerging digital era.

Market Opportunity
NodeAI Logo
NodeAI Price(GPU)
$0.007865
$0.007865$0.007865
-14.16%
USD
NodeAI (GPU) Live Price Chart

Get Covered, Share 1M USDT

Get Covered, Share 1M USDTGet Covered, Share 1M USDT

Higher VVIP tiers, higher compensation odds.

Disclaimer: The articles reposted on this site are sourced from public platforms and are provided for informational purposes only. They do not necessarily reflect the views of MEXC. All rights remain with the original authors. If you believe any content infringes on third-party rights, please contact crypto.news@mexc.com for removal. MEXC makes no guarantees regarding the accuracy, completeness, or timeliness of the content and is not responsible for any actions taken based on the information provided. The content does not constitute financial, legal, or other professional advice, nor should it be considered a recommendation or endorsement by MEXC.

You May Also Like

The changing face of elder care in Malaysia — Sayed Mohammad Reza Yamani Sayed Umar

The changing face of elder care in Malaysia — Sayed Mohammad Reza Yamani Sayed Umar

JULY 10 — An elderly society is becoming increasingly prevalent in Malaysia at present. It is projected that the p...
Share
Malaymail2026/07/10 15:24
Not a loophole: Singapore AI export controls let China tap US AI legally

Not a loophole: Singapore AI export controls let China tap US AI legally

American AI technology is reaching Chinese tech giants through a route that US export controls were never designed to close: Singapore. The city-state sits outside
Share
The Cryptonomist2026/07/10 14:46
Unlocking Massive Value: Curve Finance Revenue Sharing Proposal for CRV Holders

Unlocking Massive Value: Curve Finance Revenue Sharing Proposal for CRV Holders

BitcoinWorld Unlocking Massive Value: Curve Finance Revenue Sharing Proposal for CRV Holders The dynamic world of decentralized finance (DeFi) is constantly evolving, bringing forth new opportunities and innovations. A significant development is currently unfolding at Curve Finance, a leading decentralized exchange (DEX). Its founder, Michael Egorov, has put forth an exciting proposal designed to offer a more direct path for token holders to earn revenue. This initiative, centered around a new Curve Finance revenue sharing model, aims to bolster the value for those actively participating in the protocol’s governance. What is the “Yield Basis” Proposal and How Does it Work? At the core of this forward-thinking initiative is a new protocol dubbed Yield Basis. Michael Egorov introduced this concept on the CurveDAO governance forum, outlining a mechanism to distribute sustainable profits directly to CRV holders. Specifically, it targets those who stake their CRV tokens to gain veCRV, which are essential for governance participation within the Curve ecosystem. Let’s break down the initial steps of this innovative proposal: crvUSD Issuance: Before the Yield Basis protocol goes live, $60 million in crvUSD will be issued. Strategic Fund Allocation: The funds generated from the sale of these crvUSD tokens will be strategically deployed into three distinct Bitcoin-based liquidity pools: WBTC, cbBTC, and tBTC. Pool Capping: To ensure balanced risk and diversified exposure, each of these pools will be capped at $10 million. This carefully designed structure aims to establish a robust and consistent income stream, forming the bedrock of a sustainable Curve Finance revenue sharing mechanism. Why is This Curve Finance Revenue Sharing Significant for CRV Holders? This proposal marks a pivotal moment for CRV holders, particularly those dedicated to the long-term health and governance of Curve Finance. Historically, generating revenue for token holders in the DeFi space can often be complex. The Yield Basis proposal simplifies this by offering a more direct and transparent pathway to earnings. By staking CRV for veCRV, holders are not merely engaging in governance; they are now directly positioned to benefit from the protocol’s overall success. The significance of this development is multifaceted: Direct Profit Distribution: veCRV holders are set to receive a substantial share of the profits generated by the Yield Basis protocol. Incentivized Governance: This direct financial incentive encourages more users to stake their CRV, which in turn strengthens the protocol’s decentralized governance structure. Enhanced Value Proposition: The promise of sustainable revenue sharing could significantly boost the inherent value of holding and staking CRV tokens. Ultimately, this move underscores Curve Finance’s dedication to rewarding its committed community and ensuring the long-term vitality of its ecosystem through effective Curve Finance revenue sharing. Understanding the Mechanics: Profit Distribution and Ecosystem Support The distribution model for Yield Basis has been thoughtfully crafted to strike a balance between rewarding veCRV holders and supporting the wider Curve ecosystem. Under the terms of the proposal, a substantial portion of the value generated by Yield Basis will flow back to those who contribute to the protocol’s governance. Returns for veCRV Holders: A significant share, specifically between 35% and 65% of the value generated by Yield Basis, will be distributed to veCRV holders. This flexible range allows for dynamic adjustments based on market conditions and the protocol’s performance. Ecosystem Reserve: Crucially, 25% of the Yield Basis tokens will be reserved exclusively for the Curve ecosystem. This allocation can be utilized for various strategic purposes, such as funding ongoing development, issuing grants, or further incentivizing liquidity providers. This ensures the continuous growth and innovation of the platform. The proposal is currently undergoing a democratic vote on the CurveDAO governance forum, giving the community a direct voice in shaping the future of Curve Finance revenue sharing. The voting period is scheduled to conclude on September 24th. What’s Next for Curve Finance and CRV Holders? The proposed Yield Basis protocol represents a pioneering approach to sustainable revenue generation and community incentivization within the DeFi landscape. If approved by the community, this Curve Finance revenue sharing model has the potential to establish a new benchmark for how decentralized exchanges reward their most dedicated participants. It aims to foster a more robust and engaged community by directly linking governance participation with tangible financial benefits. This strategic move by Michael Egorov and the Curve Finance team highlights a strong commitment to innovation and strengthening the decentralized nature of the protocol. For CRV holders, a thorough understanding of this proposal is crucial for making informed decisions regarding their staking strategies and overall engagement with one of DeFi’s foundational platforms. FAQs about Curve Finance Revenue Sharing Q1: What is the main goal of the Yield Basis proposal? A1: The primary goal is to establish a more direct and sustainable way for CRV token holders who stake their tokens (receiving veCRV) to earn revenue from the Curve Finance protocol. Q2: How will funds be generated for the Yield Basis protocol? A2: Initially, $60 million in crvUSD will be issued and sold. The funds from this sale will then be allocated to three Bitcoin-based pools (WBTC, cbBTC, and tBTC), with each pool capped at $10 million, to generate profits. Q3: Who benefits from the Yield Basis revenue sharing? A3: The proposal states that between 35% and 65% of the value generated by Yield Basis will be returned to veCRV holders, who are CRV stakers participating in governance. Q4: What is the purpose of the 25% reserve for the Curve ecosystem? A4: This 25% reserve of Yield Basis tokens is intended to support the broader Curve ecosystem, potentially funding development, grants, or other initiatives that contribute to the platform’s growth and sustainability. Q5: When is the vote on the Yield Basis proposal? A5: A vote on the proposal is currently underway on the CurveDAO governance forum and is scheduled to run until September 24th. If you found this article insightful and valuable, please consider sharing it with your friends, colleagues, and followers on social media! Your support helps us continue to deliver important DeFi insights and analysis to a wider audience. To learn more about the latest DeFi market trends, explore our article on key developments shaping decentralized finance institutional adoption. This post Unlocking Massive Value: Curve Finance Revenue Sharing Proposal for CRV Holders first appeared on BitcoinWorld.
Share
Coinstats2025/09/18 00:35

Record Ads, Stock Down 7%

Record Ads, Stock Down 7%Record Ads, Stock Down 7%

Jul 29: Meta earnings face the market's question.