Chaos Labs vs Passivbot
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 Passivbot Open-source grid trading bot with native Hyperliquid perpetuals support on Multi-Layer. They serve different niches in the Hyperliquid ecosystem.
Based on public data for Chaos Labs and Passivbot. 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.xyzPassivbot
Multi-LayerOpen-source grid trading bot with native Hyperliquid perpetuals support
github.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 websitePassivbot
Passivbot is a popular open-source cryptocurrency trading bot with native Hyperliquid support, implementing recursive grid-trading and DCA (dollar-cost averaging) strategies for perpetual futures markets. Written in Python with a strong community following, Passivbot allows traders to run fully automated grid strategies on Hyperliquid's perp markets without relying on centralized exchange APIs. The bot continuously places limit orders in a dynamic grid around the current price, capturing bid-ask spreads and mean-reversion moves. Passivbot includes an advanced backtesting engine and optimization framework that uses evolutionary algorithms to tune strategy parameters across historical data. With active maintenance, extensive documentation, and a dedicated Discord community, Passivbot has become one of the most trusted open-source tools for automated Hyperliquid trading. Its transparent, auditable codebase makes it particularly appealing to traders who are wary of closed-source bot solutions.
Visit websiteFeature Comparison
| Feature | Passivbot | |
|---|---|---|
| Layer | Multi-Layer | Multi-Layer |
| Category | Analytics & Data | Trading Bots & Automation |
| Status | Active | Active |
| Launch Year | — | — |
| Website | chaoslabs.xyz | github.com |
| — | — | |
| GitHub | Not public | Not public |
| Verified | Unverified | Unverified |
| Tags | — | — |
Score Comparison
Feature Matrix
| Feature | Passivbot | |
|---|---|---|
| Open Source | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Has Website | ✓ | ✓ |
| Has Twitter | ✗ | ✗ |
| Has GitHub | ✗ | ✗ |
| Active Status | ✓ | ✓ |
Key Differences
Category Focus
Chaos Labs is focused on analytics & data, while Passivbot 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 Passivbot if you...
- ✓Want a trading bots & automation solution on Multi-Layer
- ✓Need: Open-source grid trading bot with native Hyperliquid perpetuals support
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.
Passivbot
Passivbot operates on Multi-Layer (spans multiple hyperliquid layers). Spanning multiple layers lets it combine the strengths of each, though integration complexity is higher.
Both protocols share the same layer, maximizing composability potential.
Community Verdict
Which do you prefer?
Share your experience with Chaos Labs or Passivbot to help others in the Hyperliquid community make better decisions.
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