DePIN: Real Infrastructure, or Subsidised Supply?

Executive summary

DePIN — Decentralized Physical Infrastructure Networks — uses token incentives to coordinate real-world hardware that a centralised company would normally buy and operate itself. Instead of a balance sheet funding base stations, data centres or storage arrays, a protocol issues a token and pays anyone who contributes verified capacity: wireless coverage, GPU compute, disk space, sensor data or mapping. The thesis is that an open market of independent operators can deploy and run physical infrastructure faster and at lower upfront cost than a single corporation, because the capital is distributed across thousands of self-interested participants rather than raised and spent centrally.

The sector spans several distinct categories, each with a flagship network. In decentralized wireless, Helium (HNT) coordinates hotspots and now runs a mobile service. In compute, Render (RNDR) aggregates GPUs for 3D rendering and AI workloads, while Akash (AKT) runs an open marketplace for general-purpose cloud compute. In storage, Filecoin (FIL) operates a verifiable market for paid storage, and Arweave (AR) offers pay-once permanent storage. In sensors and connectivity, IoTeX (IOTX) focuses on machine and IoT data. These are not concept tokens — each network has live hardware, real operators and a measurable supply side.

Decentralized GPU networks also emerged as a relief valve for AI compute scarcity, typically pricing well below centralised cloud on-demand rates by tapping idle and consumer-grade hardware. That demand source is real. What remains unresolved is whether current activity is structurally durable, or partly a function of token emissions still paying operators to show up.

Why it matters

The central question for every DePIN token is whether the incentive translates into durable paid demand and revenue, or just subsidised supply. These are different economies. Emissions reliably create supply — pay people in tokens and hardware appears. But a token only holds value if buyers pay for the service in a way that flows back to the network, ideally through fees that outlive the subsidy. A network can look healthy on supply metrics — nodes online, capacity committed — while having little paying demand, in which case the token is funding its own activity.

The evidence is genuinely mixed, which is the honest reading. On the demand side, Helium Mobile passed roughly 461,500 accounts by Q3 2025 and offloads cellular traffic for carriers including AT&T and Telefónica's Movistar, who pay for that capacity in Data Credits — paying customers and a real service, not a vanity count. Filecoin's storage utilisation improved to about 36% in Q3 2025 from the high-20s to low-30s earlier in the year, even as committed capacity contracted around 10% — the network is shedding empty subsidised supply in favour of utilised, paid storage, and its 2026 strategy makes that demand-over-supply shift explicit. Render has processed rendering for studio and AI clients. These are demand signals.

On the other side sits the disconnect. Leading DePIN tokens fell sharply over a trailing year in which the underlying products grew. Akash GPU utilisation, which held in roughly the 50–60% range through 2025, slipped toward the mid-30s by Q1 2026 as supplied capacity outran paid usage — a direct example of emissions producing more supply than demand can absorb. And even the networks with real revenue capture only a fraction of their market capitalisation in fees today; valuations price expected future usage, not current fee flow. That gap is the entire DePIN debate: the market has paid for the promise of usage, and now needs the usage — plus a value-accrual mechanism such as fee burns, buy-backs or staking demand — to grow into it.

So who benefits, and why it matters for capital flows: DePIN is one of the few crypto categories with a non-speculative external buyer — AI labs, renderers, telecoms, storage clients — paying for a service priced against centralised incumbents. That gives it a demand anchor most tokens lack. The same structure means the market will increasingly separate networks where users pay from networks where emissions pay, and that separation is what the coming quarters will expose.