DePIN (Decentralized Physical Infrastructure Networks) has moved from proof-of-concept to real revenue generation in 2026, marking a pivotal stage in its development. According to DePINscan tracking data, the sector now includes 423 active projects, with total device count surpassing 41.8 million units. The industry’s aggregate market capitalization ranges from $940 million to $1.92 billion, depending on methodology, and for the first time has overtaken the oracle sector. These figures are not merely driven by speculation—just in January 2026, seven major DePIN projects (Helium, Render, Hivemapper, UpRock, NATIX, XNET, Geodnet) generated a combined on-chain monthly revenue of $2.6 million. This revenue primarily comes from paid services such as storage transactions, compute tasks, data credits, and mapping services, reaching an all-time high.
Against the backdrop of exponential growth in AI model training’s demand for computing power, DePIN projects focused on computation and infrastructure services are undergoing a dual transformation on both the supply and demand sides. This article analyzes four representative projects—Render Network (decentralized GPU computing), Filecoin (decentralized storage), IoTeX (modular DePIN infrastructure), and Helium (decentralized wireless networks)—from the perspectives of sector landscape, core data, governance dynamics, and capital flows.
Sector Status: From Scale Expansion to Structural Differentiation
Compared to the estimated long-term market opportunity of $2–3 trillion, DePIN remains in its early spring. At the blockchain infrastructure level, Solana hosts over 50 major DePIN projects, with a combined market cap of $3.2–3.5 billion, accounting for 17%–40% of the sector (depending on calculation methodology). Solana’s high throughput and low latency are well-suited for DePIN projects handling massive real-time device data, but this concentration has sparked structural debates about "decentralized infrastructure built atop a single chain."
Looking at on-chain revenue structure, storage transactions and compute tasks are currently the two main sources of income in the DePIN sector, with mapping services and data credits following closely. This indicates that DePIN projects directly serving AI and data processing needs are seeing stronger validation for paid demand.
On token prices, Gate market data as of May 6, 2026 shows Render Network (RENDER) at $1.90, with 24-hour trading volume of $576,910 and a market cap of $983.9 million, up about 3.94% in the past 24 hours. It’s important to note that token prices are influenced by multiple macro and micro factors. The following analysis focuses on project fundamentals and technical progress and does not constitute any form of price prediction.
Render Network: A Key Leap from Rendering Network to General Compute Layer
On April 16–17, 2026 (Eastern Time), RenderCon 2026 was held at Nya Studios in Hollywood. One of the core agenda items was the final discussion and community vote on governance proposal RNP-023. The proposal has passed community voting and plans to integrate Salad Network as a dedicated subnet, adding approximately 60,000 consumer-grade GPUs to the Render Network, while optimizing the RENDER token burn mechanism. Additionally, the official release of Octane 2026 flagship rendering software at the start of the year marks Render’s strategic expansion from pure visual rendering to AI inference computing.
Network Structure and Economic Mechanism
Render Network, spearheaded by OTOY founder Jules Urbach, is a decentralized GPU compute marketplace connecting creators and AI developers needing GPU power with node operators possessing idle GPUs. To date, the network has processed over 71 million rendered frames and boasts more than 5,600 active GPU nodes, ranging from consumer-grade RTX hardware to enterprise data center GPUs.
Render’s tokenomics utilize a "Burn-and-Mint Equilibrium" (BME) model: RENDER tokens paid by task publishers are permanently burned, while node operators providing compute power receive newly minted RENDER as rewards. This design directly links token supply to network utilization—the more usage, the more tokens burned.
In the first nine months of 2025, the network burned a total of 530,171 RENDER tokens, up 278.9% year-over-year from 139,924 in the same period of 2024. By December 2025, cumulative burns surpassed 1 million RENDER tokens.
RNP-023: Supply and Demand Logic
Supply Side: The current 5,600 GPU nodes have hit bottlenecks when handling sudden compute spikes from large AI inference tasks and cinematic rendering. RNP-023 integrates roughly 60,000 daily active machines from Salad, enabling a discontinuous leap in the network’s theoretical compute supply curve.
Demand Side: Salad Network integration is not just hardware expansion—it also incorporates its payment flow directly into the BME burn channel. This integration is designed to achieve "burn volume exceeding mint volume" from day one. If successful, monthly burn volume could reach 200,000–300,000 RENDER tokens by the end of 2026.
Industry Context and Competitive Landscape
Industry tracking shows that AI compute power doubles roughly every seven months. Render’s decentralized GPU pricing is about $0.69 per hour, with the cost to use an NVIDIA H100 on DePIN markets being just 1/18 to 1/30 of AWS’s pricing.
Render is transitioning from 3D rendering to general AI compute infrastructure via the Dispersed.com platform, essentially capturing the overflow of AI compute demand. The sustainability of this narrative depends on whether decentralized GPUs can consistently match centralized solutions in actual AI training tasks. Currently, the cluster is primarily composed of consumer-grade and mid-tier enterprise hardware, so its competitiveness in high-precision, large-model training scenarios remains to be proven.
Filecoin: The Storage King’s Shift to AI Compute Infrastructure
Filecoin launched Onchain Cloud on its mainnet on March 26, 2026—a programmable storage and payment layer service for AI agents and autonomous systems. In its initial phase, 49.41 TiB of data was stored across 478 active datasets, with 81 payment wallets connected to on-chain payment channels.
From Storage Proof to Demand-Driven Transformation
In 2026, Filecoin is undergoing a strategic shift from "storage capacity hoarding" to "paid demand-driven" growth.
- Storage utilization has climbed from single digits two years ago to 36%. Even as total committed capacity declines, the proportion of high-value data continues to rise.
- 925 customers now store datasets exceeding 1,000 TB on Filecoin, including the Smithsonian Institution, MIT Open Learning, Internet Archive, and Flickr Foundation.
- The FIL+ program has attracted high-value data such as medical genomics and satellite imagery.
- On the technical front, the Fast Finality (F3) protocol went live on mainnet April 29, 2025, boosting transaction settlement speed 100-fold and closing the most significant performance gap between Filecoin and centralized cloud services.
Filecoin’s core narrative is shifting from "decentralized storage" to "AI data infrastructure." Onchain Cloud allows data to be used for AI model training without leaving the Filecoin network (Compute-over-Data model), alleviating bandwidth bottlenecks for large AI dataset migration.
Currently, network-wide storage power is at a historic low (about 17 EiB), as some early miners exited due to changes in profit structure, resulting in short-term FIL token unstaking and market inflows. After the final batch of tokens vests at the end of 2026, supply pressure is expected to ease, but this depends on whether the network can achieve sufficient paid demand growth before then.
IoTeX: Modular Infrastructure Foundation for DePIN
IoTeX released the IoTeX 2.0 whitepaper in 2026, officially launching its strategic upgrade from Layer 1 public chain to a "modular open platform for DePIN." By modularizing functions such as off-chain compute verification, hardware identity (ioID), and trusted security pools (MSP), IoTeX offers DePIN projects a flexible infrastructure toolbox.
Industry Significance of Modular Strategy
With modular architecture, DePIN project teams no longer need to build blockchain infrastructure from scratch. Instead, they can selectively use modules for device identity registration, off-chain compute verification, and trusted data transmission. IoTeX 2.0 also supports building DePIN Layer 2 networks, allowing project teams to inherit IoTeX’s security while customizing their own consensus and economic models.
On the economic front, IoTeX 2.0 introduces a token burn mechanism similar to EIP-1559 and redesigns staking inflation. Combined with the MSP restaking mechanism, the ecosystem’s base annual yield (APR) could reach around 20%.
Whether IoTeX’s modular approach can truly become the "public chain infrastructure layer" of the DePIN sector depends on the number and quality of ecosystem projects. Its open platform strategy has received backing from Escape Velocity, 1kx, Pantera Capital, Filecoin, and Helium, but large-scale project migration and deployment have yet to occur, and value validation will take time.
Helium: Scaling Proof for Decentralized Wireless Networks
As of early 2026, Helium has deployed over 1 million hotspots across more than 77,000 cities worldwide, serving approximately 3.5 million mobile connections daily and carrying real operator-grade traffic via decentralized infrastructure. Since June 2025, the network has averaged 70–80 TB of data transmission per day.
Revenue Model and Coverage Validation
Helium completed its transition in 2026 from "speculative mining" to "verifiable coverage." The network’s reward mechanism has been recalibrated so only hotspots located in areas with actual data demand and providing high-quality coverage receive the highest rewards. Helium’s "hybrid mobile network operator" model complements traditional telecom operators: when a user’s phone connects to a community-run hotspot, the operator pays the network for data offloading, with rewards distributed in tokens to hardware owners.
There are currently over 2,500 active Helium 5G hotspots covering 889 US cities. In terms of tokenomics, hotspot owners earn about 70% of mining rewards for providing network coverage and data transmission, with the remainder allocated to the network treasury and validators. HNT’s total supply cap is 223 million, with a halving every two years—the most recent in 2025.
Industry Impact
Helium is one of the few DePIN projects to have validated the "real paying user" model. Its core value lies not just in the number of hotspot devices, but in the network’s ability to continually attract operator-grade data offloading demand. As 5G coverage expands, Helium’s ability to replicate the "hybrid operator" model across more cities will directly impact its long-term positioning in the DePIN sector.
Capital Signals: Haun Ventures’ $1 Billion Double Bet
On May 4, leading crypto VC Haun Ventures announced the completion of a $1 billion new fundraise, allocating $500 million to early-stage investments and another $500 million to later-stage investments, with plans to deploy over the next two to three years. Unlike previous strategies focused solely on crypto infrastructure, this round explicitly includes AI agents as a core investment theme, expanding its logic to "crypto financial infrastructure, asset tokenization, and AI agents."
This move sends a strong signal for the DePIN sector. Haun Ventures’ investment thesis essentially bets on "shovels and picks"—the foundational infrastructure for the next wave of applications. DePIN projects focusing on GPU compute, storage, and communications are exactly the infrastructure providers needed for the AI agent economy.
This aligns closely with DePIN’s long-term narrative: AI agents require decentralized identity and payment rails, and blockchain networks can offer complementary value in automation and efficiency. DePIN projects that directly serve AI agent workflows may be the first to benefit from this capital trend.
Sector Outlook: How AI and DePIN Integration Will Reshape the Industry
Based on the project developments and capital flows above, DePIN’s evolution in 2026 can be projected along several dimensions:
Democratization of Compute Power Drives Cost Restructuring: Decentralized GPU markets (led by Render) are gradually eating into centralized cloud service market share, with some GPU models costing just a fraction of traditional providers. The sustainability of this trend hinges on whether distributed GPU networks can continually optimize performance for high-end AI training tasks.
The Line Between Storage and Compute Is Blurring: Filecoin’s Onchain Cloud and Render’s Dispersed platform show DePIN projects evolving from single-service providers to integrated infrastructure platforms. When data storage and compute are completed within the same network, traditional "data shuttling" costs are drastically reduced.
Modularization Lowers Industry Entry Barriers: IoTeX 2.0’s modular architecture provides DePIN projects with pre-built components from hardware identity to economic models, potentially sparking a new wave of DePIN startups. However, whether modular architectures can generate enough network effects to surpass integrated solutions remains to be seen.
Wireless Network Scale Validation Is Largely Complete: Helium, with over a million hotspots and nearly 3.5 million daily mobile connections, has proven the feasibility of decentralized wireless networks in high-density urban environments. The next critical challenge is replicating this model across cities.
Conclusion
In 2026, the DePIN sector displays a structural feature: the divergence between capital enthusiasm and project fundamentals is intensifying. On one hand, Haun Ventures’ $1 billion injection and a16z Crypto’s subsequent $2.2 billion fund demonstrate strong confidence from top VCs in crypto and AI infrastructure. On the other hand, project progress and value validation vary significantly, with investor focus shifting from device deployment numbers to on-chain revenue, paying user count, and realized token deflation effects. Render Network’s 60,000 GPU expansion and Haun Ventures’ strategic bet together sketch the current direction of DePIN’s evolution—from the whitepaper era driven by vision, into a phase grounded in real physical infrastructure and verifiable economic models.
For sector observers, the key metrics for the second half of 2026 are clear: the execution efficiency of RNP-023, Filecoin’s AI storage client conversion rate, the number of IoTeX 2.0 ecosystem project deployments, and Helium’s cross-city expansion capability will be central indicators for determining whether DePIN is truly entering a cycle of large-scale adoption.
