What is SubQuery Network (SQT) and Why It Matters in Web3 Infrastructure

2025-05-26
What is SubQuery Network (SQT) and Why It Matters in Web3 Infrastructure

Bitrue – As the decentralized internet continues to evolve, SubQuery Network (SQT) emerges as a foundational protocol empowering the builders behind Web3

In a landscape where speed, scalability, and decentralization are no longer optional—but essential—SubQuery offers a robust solution for querying blockchain data, hosting AI models, and delivering scalable infrastructure across chains.

Decoding SubQuery: A Web3 Indexing and Infrastructure Layer

SubQuery Network (SQT) is a decentralized protocol designed to help developers build and maintain Web3 applications with greater efficiency and flexibility. 

It provides powerful tools to query blockchain data, interact with networks via RPC endpoints, and even run AI inference models, all under a decentralized framework.

With support for a growing number of blockchains and dApp ecosystems, SubQuery serves as the connective tissue between raw blockchain data and real-world usability.

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Core Features Powering the SubQuery Network

Decentralized Data Indexing for dApps

At the heart of SubQuery lies a decentralized indexing service that enables dApps to query and structure on-chain data in near real-time. 

Whether for wallets, dashboards, DeFi platforms, or NFT marketplaces, this capability reduces development time and boosts scalability.

Scalable RPC Endpoints Across Blockchains

RPC (Remote Procedure Call) services are the gateway for applications to communicate with blockchain networks. 

SubQuery decentralizes this process, removing reliance on single points of failure and delivering a stable, multi-chain backend for Web3 apps.

AI Inference Hosting

One of SubQuery’s unique capabilities is hosting AI inference models. This brings AI-driven computation to decentralized environments—opening doors for intelligent Web3 applications that go beyond static data.

Read more: How to Use Ethos Network, and How Ethos Works

How It Works: The Network Design

SubQuery operates on a marketplace model with two primary participants:

Node Operators

Provide infrastructure for indexing, RPC, and AI hosting. They’re the backbone of the network’s performance.

Consumers (Developers & Projects)

Pay for services using SQT, the network’s native utility token, and rely on SubQuery’s decentralized tools to power their applications.

 

The design creates a peer-to-peer economy of compute and data, fueled by incentivization and underpinned by reliability.

Utility and Role of the SQT Token

SQT is more than a token—it’s the economic engine of the SubQuery ecosystem:

  • Payment Mechanism: Users pay in SQT for indexing, RPC access, and AI compute power.

     
  • Rewards: Node operators earn SQT for their services.

     
  • Governance and Staking: Token holders can participate in network governance and stake their tokens to secure services.

     

This model ensures not only sustainability but long-term decentralization.

Read more: What is Ethos Network? Creating a More Trusted Web3

Ecosystem Growth and Adoption

As of May 2025, SubQuery supports a growing array of chains and developer ecosystems. Its integration into the broader DePIN (Decentralized Physical Infrastructure Network) movement marks it as a key component in the push for truly distributed internet infrastructure.

The metrics illustrate its traction:

  • Market Cap: ~$3.37 million

     
  • Circulating Supply: ~2.58 billion SQT

     
  • Total Supply: 10.44 billion SQT

     
  • Holders: ~30,900

     
  • Price (May 26, 2025): ~$0.0013 per SQT

     

While still early in its lifecycle, SubQuery is establishing itself as a critical protocol layer for dApps seeking performance and decentralization without compromise.

Conclusion

In the architecture of Web3, SubQuery Network (SQT) provides the structural scaffolding that turns blockchain data into usable, scalable services. 

With a utility-rich token, decentralized governance, and cutting-edge support for AI, SubQuery is not just following the evolution of Web3—it’s helping to build it.

Read more about Web3 and AI: 

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FAQ

1. What is SubQuery Network used for?

SubQuery is used to index blockchain data, deliver RPC services, and host AI inference models for decentralized applications.

2. What is the SQT token used for?

SQT is used as a payment token for services, a reward for node operators, and a governance tool within the SubQuery ecosystem.

3. How does SubQuery help Web3 developers?

It simplifies the process of accessing, querying, and displaying blockchain data, allowing developers to build more scalable and efficient dApps.

4. Is SubQuery decentralized?

Yes, SubQuery operates as a decentralized protocol with distributed node operators providing its core services.

5. What blockchains does SubQuery support?

SubQuery is a multi-chain platform, supporting a growing list of blockchains across the Web3 landscape including Polkadot, Cosmos, and Ethereum-compatible chains.

Disclaimer: The content of this article does not constitute financial or investment advice.

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