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DePIN in Crypto: How AI Infrastructure Tokens Work
AI
5 min
WRITTEN BY
Georgii
Marketing Lead at EasyMM

Georgii is Marketing Lead at Easy MM with 6+ years of experience in Web3. Throughout his career, he has built marketing strategies for market makers, DeFi protocols, stablecoin projects, and crypto exchanges. He focuses on building marketing systems that help Web3 products scale.

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Quick answer

DePIN crypto projects, short for decentralized physical infrastructure networks, use tokens to pay people for supplying real-world resources such as GPUs, storage, wireless coverage or sensors. Customers pay for those resources, and the token links supply, demand and rewards in one system. Because providers have real costs and often sell rewards to cover them, DePIN tokens face steady sell pressure and need deep, consistent liquidity to work as a payment and reward asset.

DePIN is often grouped with AI because the best-known networks today sell compute for AI training and inference. This guide focuses on how these infrastructure tokens work and why their market structure matters. For AI agents as on-chain users of these networks, see our AI agent economy guide.

What Is DePIN?

A DePIN network replaces a single company that owns infrastructure with many independent providers who plug in their own hardware. The protocol measures what each provider contributes, routes customer demand to them and pays them in the network's token. Customers get a resource, often at a lower price than centralized providers, and providers get paid for capacity that would otherwise sit idle.

Main Types of DePIN Networks

DePIN networks are usually grouped by the resource they supply. Each type uses its token a little differently, but all of them pay providers for capacity that customers buy.

Compute networks

These networks pool GPUs and servers and rent them out for AI training, inference and rendering. Akash Network runs a reverse-auction marketplace where providers bid for workloads, io.net aggregates idle GPUs into clusters, Render Network grew from 3D rendering into wider GPU compute, and Aethir focuses on enterprise-grade GPU capacity.

Storage networks

Storage networks such as Filecoin pay providers to store data and prove they still hold it over time.

Wireless and sensor networks

Networks such as Helium pay people who run hotspots or sensors to provide coverage or collect data in the physical world.

How DePIN Tokens Work

Most DePIN tokens play three roles at once. They are the reward providers earn for supplying capacity, the payment customers use, directly or through a conversion, to buy that capacity, and often a stake or collateral providers lock to show they will behave.

Many networks try to balance new rewards against real usage. In a burn-and-mint design, used by networks such as Helium and Render, customer payments burn tokens while new tokens are issued to providers, so supply growth depends on how much the network is actually used. Other networks rely more on scheduled emissions, which makes the gap between rewards and usage the key number to watch.

Why DePIN Tokens Need Liquidity

DePIN has a built-in seller: the provider. Hardware, electricity and bandwidth cost real money, so many providers sell some or all of their rewards on a regular basis. That creates a steady stream of supply that arrives whether or not the market is busy that day.

On the other side, customers who pay in the token, or a service that converts payments into it, need to buy without moving the price against themselves. A thin order book hurts both sides: providers get worse prices for rewards, which weakens the incentive to supply, and customers face unpredictable costs. Deep, consistent liquidity on the exchanges where the token trades keeps the reward and payment loop working. The same principles apply to unlocks and launches, covered in our guide to token price after TGE.

What DePIN Teams Should Plan Before Listing

Model provider selling as a recurring flow, not a one-off event, and size the liquidity plan to absorb it. Check how emissions compare with expected paid usage in the first year, since that gap drives sell pressure. Decide which venues customers and providers will use, and plan coverage for each, using the multi-venue inventory guide. Agree on spread and depth targets with a market maker and track them in a regular report, as described in what a market making report should show.

EasyMM supports this work through Pre-TGE planning, covering tokenomics and liquidity modeling, and through CEX market making once the token trades.

Conclusion

DePIN crypto projects turn physical infrastructure into a token economy: providers supply real capacity, customers pay for it, and the token carries rewards and payments between them. That design brings a constant stream of provider selling, so liquidity is part of the product rather than a marketing extra. Teams that model emissions against real usage and plan depth for provider flow give their network a far better chance of working at scale.

Launching or scaling a DePIN token? Book a free strategy session with EasyMM and get a liquidity plan built around provider and customer flow.

Frequently Asked Questions

What is DePIN in crypto?

DePIN stands for decentralized physical infrastructure networks. They use tokens to reward independent providers who supply real-world resources such as compute, storage or wireless coverage, and to let customers pay for those resources.

What are examples of DePIN crypto projects?

Well-known examples include Akash Network, io.net, Render Network and Aethir for compute, Filecoin for storage, and Helium for wireless coverage.

How is DePIN connected to AI?

AI training and inference need large amounts of GPU compute, and DePIN compute networks sell that capacity from many independent providers. AI agents can also act as customers, paying these networks for compute or data.

Why do DePIN tokens face constant sell pressure?

Providers pay real costs for hardware, power and bandwidth, so many sell their token rewards regularly. That flow continues in quiet and busy markets alike, which is why steady liquidity matters.

What is a burn-and-mint token model?

It is a design where customer payments burn tokens while new tokens are issued to providers. Supply then grows or shrinks depending on how much the network is actually used.