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Introducing Hermes Subnet 82

Where AI Connects
to Blockchain Data

Hermes Subnet 82 is a decentralized Bittensor subnet with a robust ecosystem of Miners and Validators for fast, accurate, and reliable blockchain data intelligence.
Hermes Network
Miners
AI Agents
Validators
Blockchain

What is
Hermes Subnet 82
?

Our mission is to provide fast, accurate, and reliable GraphQL data query agents for Subgraph and GraphQL projects, decentralized and censorship-resistant.
The Challenge
AI agents that query blockchain data are powerful but not yet production-ready
AI agents require significant improvements in performance and the ability to answer complex, multi-source questions to be truly useful in real-world, production environments
Speed and cost are blocking AI agents from production
Querying and reasoning over blockchain data is still too slow and too expensive for production use. Developers need faster, more cost-efficient infrastructure to run AI agents at scale without sacrificing accuracy or reliability.
The Solution
Hermes

Hermes Network

A decentralized Bittensor subnet revolutionizing how blockchain data is accessed and processed through a Miner and Validator ecosystem built on the Bittensor framework.
GraphQL Agents answer blockchain data questions in plain english
Subnet Validator <> Miners loop improves GraphQL Agents faster
Best Miner of each project also provide affordable service to replace LLM in generating the answer

Network
Architecture

Visualizing the flow of data through the Hermes ecosystem
Entry Points
User
Developers & AI Agents
Hermes App
Project Board
Manage & Track Projects
Agent Router
Query Distribution
Pull projects
Organic queries
Hermes Subnet
Validators
Verify & Score Responses
Synthetic
Organic
Miners
Tool Development & Tuning

Hermes App: See
Hermes
in Action

No schemas. No query writing. Just answers.
Ask your question in plain english, receive your answer back the same way.
Explore Example Datasets
Bring your own data or explore existing datasets
First of Its Kind
Hermes App is the first AI interface that lets anyone query blockchain data using plain language.

FREE Queries

Get free daily queries!
If you need more, simply lock $SQT to unlock higher query limits

As Easy as Asking

Hermes App turns natural questions into precise GraphQL queries, and explains the results instantly.

First Hermes Product

As the first product built on the Hermes Subnet, Hermes App lets users experience the speed and accuracy of Hermes-trained models firsthand.

Key
Features

Built for the next generation of AI-powered Web3 applications
Access to GraphQL Agents
Natural language query for any Subgraph/GraphQL projects which can be deployed anywhere
Continuous Improvements
With miners work, the queries sent to the GraphQL agent will become faster and cheaper over time
Decentralized & Scalable
Built on Bittensor and leveraging Hermes' Web3 infrastructure expertise
Cloud Mining
Lower entry barriers. Participate without dedicated hardware via partner-provided infrastructure

Tokenomics &
Incentives


Hermes Subnet 82 introduces the Subnet 82 Alpha token, used for voting, and rewarding participants. As demand grows, so do rewards for stakers, miners, and validators.

GraphQL Project owners can vote tokens to boost their projects and access premium AI endpoints.

Alpha Token

Hermes Subnet 82 Alpha Token
Token Type
Bittensor Subnet Token
Use Cases
Staking, Governance, Rewards
Network
Bittensor

Our
Vision

Hermes Subnet 82
is the bridge between AI and the data layer of Web3.

GraphQL is the backbone of blockchain data — it powers everything from DeFi protocols and DEXs to gaming, governance, and on-chain analytics. But today, AI can't use this data efficiently.
For example, an AI agent connected to GraphQL could instantly:
  • Fetch real-time trading pair prices and identify arbitrage opportunities
  • Analyse historical wallet transactions to detect trends or risks
  • Build personalized trading assistants that help users act on blockchain data in real time
Yet using large, general-purpose LLMs to achieve this is prohibitively expensive, slow, and inaccurate — blocking real adoption.
Hermes Subnet 82 solves this. By connecting specialized AI agents directly to GraphQL and rewarding continuous improvements in speed, accuracy, and performance, makes intelligent blockchain data possible, at scale.

Get
Involved

Join the decentralized network powering the future of AI and Web3

For Web3 Builders

Use SQH to vote for your project and start building with a GraphQL Agent

For Developers

Join as Miners, help improve the efficiency of GraphQL agent execution and earn rewards

For Partners

Apply to be a partner to get access to Hermes Subnet 82 for your customer requests.

Frequently Asked
Questions

Everything you need to know about Hermes

Still have questions?

Join our community on Discord or reach out to our team directly
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