GAN Chain Documentation
  • Introduction
  • On Demand GPU's
    • Developer Docs
    • Credits
  • GAN CHAIN L1
    • Chain Architecture
    • Node Structure: The Three Pillars of Decentralized Compute
    • GAN Consensus Mechanisms
      • Proof of Authority
      • Proof of Availability
      • Proof of Compute
      • GPU Benchmarking
    • Validator Node Setup
      • Creating an SS58 Address
      • Adding a Validator Node on GAN CHAIN
      • Adding Your SS58 Account to GANscan Explorer
      • Running the Validator Node on GAN Chain
      • Adding Validator in the Explorer
    • Queen Staking Setup on GAN Chain
    • Block Rewards
  • Subnets
  • Barrels of Compute Guide
    • Barrel of Compute FAQ
  • $GPU Token Launch
    • Tokenomics
  • Quests
  • Investor Docs
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On this page
  • Introduction
  • Create a Subnet (For Kings)
  • Subnet Rewards (For Creators/Kings)
  • Staking & Voting (For Queens)
  • Queen Rewards
  • For AI Developers:
  • For Investors
  • Future of Subnets

Subnets

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Last updated 11 days ago

Introduction

GPUNET Subnets is a decentralized launchpad and marketplace built on GAN Chain, our Layer 1 blockchain. This scalable ecosystem enables creators, individuals, and businesses to launch GPU-powered projects (called Subnets), access global decentralized GPU resources, and earn $GPU tokens through community-driven validation.

Subnets operate on a hybrid Proof of Work (PoW) and Proof of Stake (PoS) consensus mechanism. Each Subnet utilizes distributed GPU compute, is governed by community votes, and is incentivized through $GPU emissions. Whether building AI tools, bots, creative services, or tokens, Subnets represent the foundation of a new decentralized GPU-powered economy.

Subnets are designed as innovation accelerators—equipped with tools, incentives, and infrastructure to turn ideas into scalable projects.


Our Mission

  • Enable Creativity: Empower users to launch GPU-enabled projects with instant access to decentralized resources.

  • Scale Seamlessly: Support millions of Subnets through a modular, scalable architecture.

  • Reward Proven Value: Distribute $GPU based on demonstrated utility and verified proof of work.

  • Decentralize Resources: Transition computational power into the hands of a globally distributed, community-governed network.


Participant Roles

  • Creators (Kings) Deploy and showcase innovative Subnets. Creators earn daily $GPU rewards based on the value and proof of work of their projects as validated by the community.

  • Voters (Queens) Stake $GPU to receive voting power. Queens assess the legitimacy, impact, and performance of Subnets and are rewarded with daily $GPU emissions based on their staking and voting contributions.

  • Users Engage with affordable, community-built services powered by decentralized GPU compute. Subnets offer tools such as bots, creative content services, and automation platforms.

  • Investors Gain early exposure to a high-growth ecosystem where $GPU lies at the core of Subnet development, staking, and service-based utility.


Beta Release – Subnets V1.0

The Subnets Beta (Version 1.0) marks the first deployment of our marketplace infrastructure. This release allows Kings (creators) to launch and operate Subnets, Queens (Voters) to assess their quality, and the network to allocate GPU resources—all fully on-chain.

Key Features

  • One Subnet per User Encourages focused development by allowing each participant to manage a single project during the beta phase.

  • Editable Subnet Pages Creators can fully customize their Subnet Detail Page to display metrics, milestones, and proof of work for community validation.

  • Subnet Feed Share ongoing progress, feature releases, and updates to keep the community engaged and informed.

  • Subnet Badges Enhance credibility through achievements such as verified social accounts or GPU Node ownership.

  • Staking Boost Subnet visibility and trust can be increased through $GPU staking, which signals commitment and garners more attention from voters.

  • Subnet Rewards Subnets earn daily $GPU distributions based on community votes, incentivizing impactful and active projects.

  • Queen Staking Participants can stake $GPU to become Queens, earning daily rewards by voting on Subnets and contributing to quality assurance within the ecosystem.

Create a Subnet (For Kings)

Creators can launch a Subnet and earn $GPU by demonstrating its impact through Proof of Work (PoW). Whether you're building a new project from scratch or adapting an existing one, the GPUNET platform offers the tools to bring your vision to life.

How to Get Started

  1. Connect Your Wallet Use a Web3 wallet such as MetaMask to connect to the platform.

  1. Create Your Subnet

    • Click the “+ Create Subnet” button on the homepage.

    • Enter your Subnet Name, description, and display image/video/GIF.

  2. Customize Subnet Details

  • Add custom sections to thoroughly describe your project.

  • Include specific metrics, use cases, or goals that demonstrate Proof of Work.

  • Provide relevant documentation or screenshots that validate your progress or traction.

  1. Add Social Links Link your official Twitter, Telegram, GitHub, or other relevant platforms to build credibility.

  2. Publish Your Subnet

    • Click “Create Subnet” and approve the smart contract call through your wallet.

    • Once confirmed, your Subnet will be created on-chain.

  3. Access Your Subnet Navigate to your profile icon on the homepage navbar to view or manage your Subnet.

Note: All Subnet details are fully editable post-creation, allowing you to continuously update content, showcase progress, and improve visibility.

Subnet Rewards (For Creators/Kings)

Subnet Creators earn daily $GPU rewards based on the number of votes received from the community (Queens). Rewards are distributed from a fixed block reward pool using the following formula:

Reward Formula

Your Votes / Total Subnet Votes × Daily Block Reward = Your $GPU Earnings

Block Reward Schedule

Phase

Timeframe

Daily Reward

Testnet Phase

May 2025

480 $GPU/day

Mainnet Launch

Estimated June 2025

1,440 $GPU/day

First Doubling

Estimated August 2025

2,880 $GPU/day

Second Doubling

Estimated December 2025

5,760 $GPU/day


Tips to Maximize Rewards

To increase visibility and earn more $GPU, subnet creators are encouraged to:

  • Complete the Subnet Detail Page Thoroughly Clearly articulate the problem your project solves and the solution it offers. Use all available sections to present a compelling Proof of Work.

  • Add Social Proofs Link active social profiles (e.g., Twitter, Telegram, GitHub) to build trust and transparency.

  • Update Your Subnet Regularly Maintain daily activity on your Subnet Detail Page. Continuously share updates, progress, and proof of work to stay visible and build ongoing trust with the community.

  • Become a GPU.Net Genesis Node Holder Holding a Genesis Node strengthens your credibility and connection to the GPU.Net ecosystem. 👉 node.gpu.net

  • Stake $GPU on Your Subnet Demonstrate long-term commitment by staking $GPU to increase subnet visibility and signal trust to voters.

  • Promote Your Subnet Share your Subnet on social media and community channels. Encourage your followers to engage, explore, and vote.

By following these practices, creators not only improve their earnings but also enhance the visibility and impact of their subnet across the ecosystem.

Staking & Voting (For Queens)

Queens play a crucial role in maintaining the quality and integrity of the GPUNET Subnet ecosystem by voting on high-impact projects. In return, they earn daily $GPU rewards for their participation and support.


Role of Queens

  • Stake $GPU for Voting Power: Queens stake $GPU to gain voting rights within the ecosystem.

  • Vote on Subnets: Allocate votes to promising subnets based on their proof of work and community value.

  • Earn Block Rewards: Receive daily $GPU rewards proportional to voting activity and total network participation.

  • Ensure Project Quality: Queens validate and signal the most impactful and credible projects.


Voting Mechanics

  • Conversion Rate: 1 $GPU Stake = 1 Weightage Point (WP) 1 WP = 1 Vote

  • Vote Refresh: Votes are replenished daily through auto-staking of earned rewards.

  • Changing Votes: Votes that are cast on a subnet can be withdrawn and reallocated to a different subnet at any time. However, please note that only active (cast) votes are eligible for daily reward calculations. Unused or uncast votes do not contribute to your daily $GPU rewards.

  • Unstaking Effects: Removing staked tokens will reduce your active votes and, in turn, your influence and rewards.


How to Stake

  1. Get $GPU: Acquire $GPU tokens through exchanges or by earning them within the ecosystem.

  2. Stake as a Queen: Stake your $GPU via the staking interface on your profile page to activate your voting power.

  1. Vote on Subnets: Explore the Subnet Marketplace and vote on subnets based on their potential and proof of work.

  2. Monitor Performance: Track the growth and engagement of the subnets you’ve supported and observe $GPU valuation trends.


Returns

  • Early Participation Advantage: Queens who stake early benefit from higher visibility and compounding returns as network adoption grows.

  • Passive Earnings: Voting daily on impactful subnets can yield consistent $GPU rewards tied to the block emission rate.

Queen Rewards

Queens (voters) share in the block rewards alongside network validators. These rewards are distributed based on a combination of Proof of Stake (PoS) and Voting Activity, ensuring those who contribute to governance and validation are fairly compensated.

Reward Calculation Formula

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Rewards = (Votes Cast / Total Votes Cast) * (Block Rate – Validator Rewards)

The more actively and strategically you vote, the higher your share of the daily rewards.

PoS Block Reward Schedule

Phase

Daily $GPU Rewards

Testnet Phase (March 2025)

480 $GPU/day

Mainnet Launch (Est. June 2025)

1,440 $GPU/day

First Doubling (Est. August 2025)

2,880 $GPU/day

Second Doubling (Est. December 2025)

5,760 $GPU/day

This tiered structure incentivizes early participation and sustained contribution, rewarding both staking and governance actions over time.

For AI Developers:

GPUNET Subnets serve as a decentralized launchpad for AI developers to rapidly deploy, run, and scale AI agents. By leveraging a global GPU network and integrated monetization features, developers can showcase their innovations, attract users, and earn $GPU—daily.

Why Use Subnets for AI Agents?

  • GPU-Powered by Default: Instantly access decentralized GPU compute from the GPUNET network without complex setup.

  • Launchpad Templates: Use ready-made templates (e.g., AI Twitter Bot, Telegram Bot) to quickly build and deploy agents.

  • Proof-of-Work Validation: Showcase performance, metrics, and outcomes directly on your Subnet page.

  • User Monetization: Charge small $GPU fees per action or API call (e.g., $0.01/tweet or $0.10/response).

  • Community Validation: Gain visibility and rewards through Queen votes and staking.

  • Daily Rewards: Earn a share of daily block rewards based on your Subnet’s votes and impact.

How to Launch an AI Agent

  1. Connect Wallet (e.g., MetaMask).

  2. Create Your Subnet:

    • Choose a relevant AI template (e.g., Twitter Bot).

    • Name your Subnet (e.g., “TrendGenie”).

    • Upload media (image/video/gif) to represent your AI agent.

    • Fill in custom sections explaining your AI’s purpose, capabilities, and proof of work (PoW).

    • Add your social links and documentation.

  3. Go Live: Approve the smart contract call and publish.

  4. Market & Monetize:

    • Share your Subnet with users and communities.

    • Allow users to interact and pay small fees in $GPU.

    • Stake $GPU to boost visibility.

  5. Earn Rewards:

    • Earn passive $GPU daily based on votes.

    • Track your performance and iterate with user feedback.

Use Case Examples

  • 🧠 Chat Agents: Personal AI assistants or customer support bots.

  • 🐦 Social Bots: Agents that post, analyze trends, or respond to users on Twitter/X.

  • 🎨 Creative Tools: AI image generators, video editors, or writing assistants.

  • 🤖 Automation Services: Bots for Web3 tasks, trading, or scheduling.

Key Benefits for AI Developers

  • Faster Go-to-Market: No infrastructure setup needed.

  • Monetize from Day 1: Built-in payment and reward system.

  • Scale Seamlessly: Tap into GPU resources as demand grows.

  • Proof of Impact: Transparent on-chain metrics and user feedback.

  • Earn Daily: Stack $GPU through usage fees and validator votes.

For Investors

GPUNET Subnets is not just another decentralized network—it’s a next-generation launchpad, GPU marketplace, and incentive layer built for the future of AI, Web3, and scalable digital economies.

Where many protocols focus narrowly on compute or token sales, Subnets unifies GPU compute, smart contract deployment, community validation, and real-world monetization into one powerful Layer 1 ecosystem—GANChain.

Key Investor Proposition

  • Unmatched Utility: Powering AI agents, bots, tools, creative apps, and microservices—all deployed via subnets.

  • Scalable Vision: 1 million+ Subnets target—each its own business, project, or service earning $GPU.

  • Comprehensive Ecosystem: Combines compute, launchpad, staking, governance, monetization, and user interaction in one platform.

  • Daily Rewards: Staking, voting, and Subnet activity yield passive $GPU, scaling with adoption.

  • First-Mover Advantage: Only protocol offering GPU-powered project deployment with proof-of-work validation and social-backed governance.

Why Invest in GPUNET Subnets?

  • Multi-Sector Appeal: Serves AI, blockchain, gaming, DeFi, and creator markets.

  • Hyper-Scalable Model: 1M subnets = 1M independent revenue-generating units.

  • Token Utility: $GPU powers everything—staking, compute, voting, payments, and governance.

  • Built-In Adoption Drivers: Monetization, rewards, and discoverability baked in.

  • Pioneering Ecosystem: The only protocol combining GPU compute + launchpad + governance.

Decentralized Compute & Launchpad Comparison

Feature

GPUNET Subnets

Akash Network

Render Network

Bittensor

SingularityNET

Binance Launchpad

Internet Computer (ICP)

Core Focus

GPU-powered projects & decentralized launchpad

GPU cloud computing

Decentralized GPU rendering

AI model training & rewards

AI services marketplace

Token fundraising

Decentralized cloud & web hosting

Compute Access

GPU pool for AI, bots, tools

GPU rental for general compute

GPU for rendering

GPU for AI training

AI processing only

None

Cloud compute for dApps

Launchpad Features

Ready-made templates for bots, tools, meme coins

No project launchpad

No launchpad

No launchpad

No launchpad

Token sales only

Supports dApp & canister deployment

Governance

Community voting via Queens (validators)

No governance voting

No governance voting

AI-driven via TAO token

Marketplace-based governance

Binance-controlled

DAO-like canister governance

Monetization

$GPU rewards for creators & validators

Pay-per-use GPU

Pay-per-use GPU

TAO staking & usage rewards

AGIX staking & usage rewards

Fees from token sales

Pay-per-use compute model

Staking & Rewards

Stake $GPU to boost, vote, earn

Stake AKT for lower usage fees

No staking rewards

Stake TAO to earn rewards

Stake AGIX for benefits

No staking

Stake ICP for governance & rewards

Decentralization

Fully decentralized & on-chain voting

Decentralized GPU providers

Decentralized GPU providers

AI-governed network

Decentralized AI marketplace

Centralized (Binance)

Decentralized with central nodes

AI & Web3 Tools

Bots, automation, GPU services

General cloud compute

Rendering-focused

AI training & model evaluation

Chatbots, inference APIs

No AI tools

AI tools + Web3 integration

Scalability

1 million+ subnets target

More providers = more scale

Limited to render workloads

Scales with AI adoption

Scales with AI demand

Limited to project funding

Web3 & canister scaling

Smart Contracts

GANChain native smart contracts

Cosmos-based contracts

No smart contracts

AI smart contract governance

Ethereum-based contracts

BSC-based tokens

Native canister smart contracts

Target Users

AI devs, builders, communities, Web3 startups

Devs needing GPU

Creators & studios

AI researchers, node runners

AI-focused developers

Crypto startups

dApp developers & Web3 teams

Market Demand

AI, Web3, gaming, compute

DeFi, GPU compute

3D graphics, video rendering

AI, ML, distributed compute

AI tooling

Token trading & IDOs

Decentralized web & services

Potential $GPU Earnings Timeline

The $GPU network operates on a structured emission model, with earnings scaling as adoption grows. Below is the expected daily issuance over time:

Testnet Phase (May 2025): 480 $GPU/day

Mainnet Launch (Estimated June 2025): 1440 $GPU/day

First Doubling (Estimated August 2025): 2880 $GPU/day

Second Doubling (Estimated December 2025): 5760 $GPU/day

These values represent the estimated distribution of $GPU tokens per day, providing an incentive structure for early adopters and active contributors.

Projected $GPU Value Scenarios

The price of $GPU is expected to fluctuate based on market demand and network growth. For estimation purposes, here are earnings projections based on potential price points:

$2 per GPU

$3 per GPU

$4 per GPU

$5 per GPU

Subnet Earnings Potential

As the ecosystem grows, serious subnet operators will play a key role in securing and expanding the network. Below is the estimated average earning per subnet based on projected emission rates:

Quarter Estimated Earnings Per Subnet (USD)

Q1 (March) $576 / month

Q2 (April) $1,296 / month

Q3 (August) $2,304 / month

Q4 (December) $4,320 / month

Top 1% Earnings

Being in the top 1% of subnets can significantly boost earnings, potentially increasing rewards by 2x to 10x. Earnings are influenced by:

  • Reputation & Performance – High-performing subnets receive more votes.

  • Community Support – The more votes you get from Queens, the higher your potential earnings.

Future of Subnets

At GPUNET, we envision a dynamic, scalable, and AI-driven future where launching and running decentralized businesses becomes seamless and accessible to all. We are building powerful tools and smart features to transform every Subnet into a fully functional, self-sustaining micro-economy. Here’s what’s coming:

AI-Powered Startup Creation

Creators will be able to launch entire projects with the help of AI. From ideation to execution, AI agents will guide subnet creators in setting up their businesses—accelerating development and reducing time to market.

Text-to-Website Generation

Easily create Subnet pages by simply describing your project in natural language. Our AI will instantly convert your description into a professional, on-chain, fully editable website that showcases your Subnet's purpose, proof of work, and features.

On-Chain Product Hosting

Subnets will be able to run their tools, bots, and AI agents directly on decentralized GPU infrastructure. This enables real-time, reliable access to AI-powered products, right from the Subnet page.

In-Subnet Product Listings

Each Subnet will support native product listings, allowing Kings to showcase multiple offerings—from AI services to digital tools and decentralized apps—all discoverable and accessible to users.

Monetization & Payments

Users will be able to interact with and purchase Subnet products directly via the Subnet page, using $GPU and other supported tokens. This brings real, on-chain revenue to Subnet creators and promotes network utility.

Community Feedback & Reviews

Users can leave ratings and feedback for each Subnet. This transparent feedback system helps evaluate a Subnet’s ongoing Proof of Work and drives credibility and trust within the community.

Reward Distribution Customization

Kings will soon have the ability to allocate a percentage of their Subnet's block rewards to their voters (Queens). This creates a collaborative ecosystem where voters are further incentivized to support high-quality Subnets.

Sustainable Contribution Model

To sustain long-term network growth, Kings will be encouraged to pledge back a portion of their Subnet rewards to the GPUNET ecosystem—supporting infrastructure, future rewards, and protocol development.


These upcoming features will turn GPUNET Subnets into the easiest and most powerful launchpad for decentralized innovation—bridging the gap between creators and users, while ensuring transparency, reward fairness, and ecosystem sustainability.