Chaos Labs vs Coinpilot
Hyperliquid ecosystem comparison · Analytics & Data
Best for ResearchQuick Take
Chaos Labs DeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols on Multi-Layer, while Coinpilot AI-powered copy trading app — mirror top Hyperliquid traders on HyperCore. They serve different niches in the Hyperliquid ecosystem.
Based on public data for Chaos Labs and Coinpilot. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.
Chaos Labs
Multi-LayerDeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols
chaoslabs.xyz
Coinpilot
HyperCoreAI-powered copy trading app — mirror top Hyperliquid traders
trycoinpilot.comOverview
Chaos Labs
Chaos Labs is a DeFi risk analytics and parameter optimization platform that uses agent-based simulations and quantitative modeling to help protocols manage risk and optimize capital efficiency. Working with major lending protocols, DEXes, and perpetuals markets including projects built on Hyperliquid, Chaos Labs provides data-driven recommendations for collateral factors, liquidation thresholds, and interest rate curves. Its economic security monitoring continuously stress-tests protocol parameters against simulated market scenarios including flash crashes and liquidity crises, alerting teams to potential vulnerabilities before they become exploits. For Hyperliquid ecosystem protocols handling significant TVL, Chaos Labs provides the rigorous quantitative framework necessary to safely scale while maintaining robust risk management. The platform's real-time dashboards give protocol teams and governance participants clear visibility into current risk exposure across all market conditions.
Visit websiteCoinpilot
Coinpilot is an AI-powered copy trading application for iOS and Android that lets anyone mirror the on-chain positions of Hyperliquid's top-performing traders with a single tap. By identifying the top 0.01% of traders based on profitability, win rate, and risk-adjusted returns, Coinpilot eliminates the steep learning curve of active crypto trading and makes sophisticated market exposure accessible to beginners and busy professionals alike. The app features a clean, beginner-friendly interface that abstracts away the complexity of perpetuals trading — users simply browse curated trader profiles, review their verified track records, and connect their Hyperliquid wallet to begin automatically mirroring trades in real-time. Position sizing, leverage, and risk parameters can all be customized to match individual risk preferences. Coinpilot leverages Hyperliquid's fully on-chain, transparent order book, giving users verifiable insight into every position their chosen trader holds. There's no black-box fund structure or lock-up period — funds remain in the user's own wallet at all times. As Hyperliquid grows into the dominant decentralized perp exchange, Coinpilot serves as the ecosystem's social trading layer, democratizing access to elite trading performance for the broader crypto community.
Visit websiteFeature Comparison
| Feature | ||
|---|---|---|
| Layer | Multi-Layer | HyperCore |
| Category | Analytics & Data | Trading Bots & Automation |
| Status | Active | Active |
| Launch Year | — | 2025 |
| Website | chaoslabs.xyz | trycoinpilot.com |
| — | @trycoinpilot | |
| GitHub | Not public | Not public |
| Verified | Unverified | Unverified |
| Tags | — | copy-tradingAImobileautomation |
Score Comparison
Feature Matrix
| Feature | ||
|---|---|---|
| Open Source | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Has Website | ✓ | ✓ |
| Has Twitter | ✗ | ✓ |
| Has GitHub | ✗ | ✗ |
| Active Status | ✓ | ✓ |
Key Differences
Layer Architecture
Chaos Labs operates on Multi-Layer (spans multiple hyperliquid layers), while Coinpilot runs on HyperCore (native on-chain perpetual orderbook). This affects composability, transaction speed, and the types of integrations each protocol supports.
Category Focus
Chaos Labs is focused on analytics & data, while Coinpilot targets trading bots & automation. They serve different user needs within the Hyperliquid ecosystem.
When to Use Each
Choose Chaos Labs if you...
- ✓Want a analytics & data solution on Multi-Layer
- ✓Need: DeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols
Choose Coinpilot if you...
- ✓Want a trading bots & automation solution on HyperCore
- ✓Need features like copy-trading and AI
- ✓Need: AI-powered copy trading app — mirror top Hyperliquid traders
Ecosystem Integration
Chaos Labs
Chaos Labs operates on Multi-Layer (spans multiple hyperliquid layers). Spanning multiple layers lets it combine the strengths of each, though integration complexity is higher.
Coinpilot
Coinpilot operates on HyperCore (native on-chain perpetual orderbook). Running on HyperCore gives it direct access to the native orderbook with minimal latency and maximum throughput.
Community Verdict
Which do you prefer?
Share your experience with Chaos Labs or Coinpilot to help others in the Hyperliquid community make better decisions.
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