# Hybrid
> Hybrid is an EVM-compatible Layer 2 blockchain enabling AI agent creation and monetization, using a Mixture of Experts framework for Web3 applications.
- Canonical URL: https://iq.wiki/wiki/hybrid
- Categories: Projects & Protocols
- Tags: Layer 1, DeFi, AI Token
- Created: 2024-10-02T23:08:37.773Z
- Last updated: 2025-02-27T17:56:11.542Z
- Source: IQ.wiki — the world's largest blockchain and crypto encyclopedia (https://iq.wiki)
---
**Hybrid** is an [EVM](https://iq.wiki/wiki/ethereum-virtual-machine-evm)-compatible [Layer 2](https://iq.wiki/wiki/layer-2) [blockchain](https://iq.wiki/wiki/blockchain) incorporating a Mixture of Experts (MoE) framework. It allows for the straightforward creation and monetization of AI agents. It enhances data integrity and usability within [blockchain](https://iq.wiki/wiki/blockchain) applications, facilitating the development and deployment of AI-driven solutions across different sectors. [[1]](#cite-id-m1bsfgd1h7c)
# Overview
Hybrid is an [EVM](https://iq.wiki/wiki/ethereum-virtual-machine-evm)-compatible [Web3](https://iq.wiki/wiki/web3) ecosystem designed to support the creation and monetization of AI agents while facilitating interaction with decentralized applications. It features the $HYB token for transactions and incentives and integrates Atlas, an on-chain AI model that enhances [blockchain](https://iq.wiki/wiki/blockchain) activities through real-time data analysis. By addressing the gap in AI integration within [Web3](https://iq.wiki/wiki/web3), Hybrid provides tools for developers to build AI-driven applications, offering decentralized storage for data security, the Atlas AI agent for data analytics, an MoE framework for specialized AI development, and a marketplace for custom AI agents. This platform enables innovation and makes AI technology more accessible to users through flexible pay-per-use or subscription options. [[2]](#cite-id-p45nvjrsol)
# Testnet
Hybrid launched its testnet in June 2024, using Caldera as its rollup-as-a-service provider. The testnet is divided into two phases: Phase 1 focuses on launching Atlas, a model designed to provide advanced on-chain insights by integrating multiple data sources into a single interface. Phase 2 enables users to create and deploy custom AI agents with minimal coding through intuitive tools that allow for easy design, fine-tuning, and customization of AI models. [[4]](#cite-id-3uj9sx0qzgq)
# Products
## Atlas
Atlas is Hybrid's on-chain AI/machine learning model that analyzes real-time [blockchain](https://iq.wiki/wiki/blockchain) data to provide insights and recommendations. It uses a Language Learning Model (LLM) enriched with various data sources to simplify access to [blockchain](https://iq.wiki/wiki/blockchain) data through an AI-powered chatbot, catering to a wide range of users from venture capitalists to [crypto](https://iq.wiki/wiki/cryptocurrency) projects. [[3]](#cite-id-400dkgymsvq)
Atlas combines historical and real-time [blockchain](https://iq.wiki/wiki/blockchain) insights, using machine learning models with vector and relational databases for data management. It continuously adapts to new data and trends, offering a user-friendly interface accessible to all. Users can choose between pay-per-call or subscription models, and Atlas integrates with external data sources via secure APIs, ensuring scalability and robust security. [[3]](#cite-id-400dkgymsvq)
## Custom AI Agents
In Phase 2 of Hybrid’s [testnet](https://iq.wiki/wiki/testnet), users can create custom AI Agents, keeping them private or public for others to interact. Available base models include OpenAI, Bedrock, or custom models. Users can integrate real-time data from Hybrid's APIs or upload their datasets in formats like PDF and CSV. Fine-tuning options allow for parameter adjustments and training with system prompts. Public AI Agents can be shared through the marketplace, promoting engagement and offering opportunities to earn rewards. [[4]](#cite-id-3uj9sx0qzgq)
# HYB
$HYB is the core currency of Hybrid's [EVM](https://iq.wiki/wiki/ethereum-virtual-machine-evm)-compatible [Layer 2](https://iq.wiki/wiki/layer-2) [blockchain](https://iq.wiki/wiki/blockchain), used for transaction processing, incentivization, and governance. It has a total supply of 1B tokens and is used to pay transaction fees, including [smart contract](https://iq.wiki/wiki/smart-contract) execution, AI models, and data access. $HYB incentivizes network participants, such as Storage [Node](https://iq.wiki/wiki/node) Runners and [Validators](https://iq.wiki/wiki/validator), rewarding them for maintaining security and processing. Holders can participate in governance and vote on network proposals and protocol changes. [[5]](#cite-id-jk3dlcftc8k)
[Staking](https://iq.wiki/wiki/staking) $HYB enables network validation and aligns holders' interests with [blockchain](https://iq.wiki/wiki/blockchain) health. The [tokenomics](https://iq.wiki/wiki/tokenomics) are designed to promote stability, growth, and equitable incentive distribution, supporting services like AI model deployment, computational resources, and [dApps](https://iq.wiki/wiki/decentralized-application). [[5]](#cite-id-jk3dlcftc8k)
## Integrity Nodes
Hybrid’s Integrity [Nodes](https://iq.wiki/wiki/node) validate [L2](https://iq.wiki/wiki/layer-2) [Rollup](https://iq.wiki/wiki/rollup) blocks and ensure [AI agent](https://iq.wiki/wiki/ai-agents) interactions are secure and transparent. They function as decentralized verifiers, preventing centralized control and ensuring data integrity.
These nodes use a "light verifier" for [Arbitrum](https://iq.wiki/wiki/arbitrum) [rollups](https://iq.wiki/wiki/rollup), allowing operators to validate Nitro batches without running a full [node](https://iq.wiki/wiki/node). Their tasks include verifying transactions, confirming [AI agent](https://iq.wiki/wiki/ai-agents) actions, and maintaining on-chain and off-chain data consistency.
[Node](https://iq.wiki/wiki/node) operators earn $HYB through transaction fees, verification rewards, and token allocations. They can run [nodes](https://iq.wiki/wiki/node) independently or delegate them to a [Node](https://iq.wiki/wiki/node)-as-a-Service provider. Integrity [Node](https://iq.wiki/wiki/node) Licenses, available through a public sale, enable participation in Hybrid’s infrastructure. [[6]](#cite-id-Uy7IUtknYy)
## AI Agents
### Otto
Otto is an autonomous [AI agent](https://iq.wiki/wiki/ai-agents) developed by Hybrid. It is designed to provide real-time [crypto](https://iq.wiki/wiki/cryptocurrency) insights and market updates through Hybrid’s Unified Data API. Otto interacts dynamically with users on X (formerly Twitter) and evolves through [AI16Z Eliza](https://iq.wiki/wiki/eliza-ai) framework integrations.
The $OTTO token underpins Otto’s functionality, granting early access to its chatbot for market analysis and engagement. Future plans include expanded chatbot access, a role in Hybrid’s Initial Agent Offering (IAO) platform, and governance and [staking](https://iq.wiki/wiki/staking) features. [[7]](#cite-id-X9s50JASru)
### Killer Whale
Killer Whale ($KILLER) is an AI trading [agent](https://iq.wiki/wiki/ai-agents) designed for [Solana’s](https://iq.wiki/wiki/solana) [DeFi](https://iq.wiki/wiki/defi) ecosystem. Using DeepSeek and Hybrid’s Unified Data API, it analyzes trends, tracks volatility, and identifies trading opportunities before market movements occur.
$KILLER is also the [utility token](https://iq.wiki/wiki/utility-token) for an upcoming [Solana](https://iq.wiki/wiki/solana)-based AI trading fund, where token holders gain exclusive access to AI-executed trades with on-chain execution, transparency, and real-time analytics. [[8]](#cite-id-WQeeBAk8oq)
# Partnerships
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[Arbitrum](https://iq.wiki/wiki/arbitrum)
- Caldera
-
## [Magic Eden](https://iq.wiki/wiki/magic-eden)
## [Coinlist](https://iq.wiki/wiki/coinlist)
## [Kima Network](https://iq.wiki/wiki/kima-network)
[Aethir](https://iq.wiki/wiki/aethir)
- Cookie 3
- NodeOps