Gauntlet vs Chaos Labs
Hyperliquid ecosystem comparison · Analytics & Data
Best for ResearchQuick Take
Gauntlet Financial risk modeling and protocol optimization for DeFi protocols on HyperEVM on Multi-Layer, while Chaos Labs DeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols on Multi-Layer. Both are analytics & data protocols on Multi-Layer, making them direct competitors in the Hyperliquid ecosystem.
Based on public data for Gauntlet and Chaos Labs. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.
Gauntlet
Multi-LayerFinancial risk modeling and protocol optimization for DeFi protocols on HyperEVM
gauntlet.xyz
Chaos Labs
Multi-LayerDeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols
chaoslabs.xyzOverview
Gauntlet
Gauntlet is a financial risk management and protocol optimization platform that uses agent-based market simulations to stress-test DeFi protocols and optimize their economic parameters. As protocols in the Hyperliquid ecosystem scale their TVL in lending markets and liquidity vaults, Gauntlet's simulation engine models adversarial behaviors, market crashes, and oracle manipulation scenarios to identify parameter configurations that maximize capital efficiency while minimizing insolvency risk. Gauntlet provides ongoing risk management services—continuously updating protocol parameters like liquidation bonuses, borrow caps, and collateral ratios in response to changing market conditions. With a track record managing billions in risk across Aave, Compound, and other top DeFi protocols, Gauntlet brings institutional-grade risk science to the growing Hyperliquid DeFi ecosystem. Protocols that engage Gauntlet signal commitment to sustainable, risk-managed growth rather than aggressive TVL maximization at the expense of security.
Visit websiteChaos 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 websiteFeature Comparison
| Feature | Gauntlet | |
|---|---|---|
| Layer | Multi-Layer | Multi-Layer |
| Category | Analytics & Data | Analytics & Data |
| Status | Active | Active |
| Launch Year | — | — |
| Website | gauntlet.xyz | chaoslabs.xyz |
| — | — | |
| GitHub | Not public | Not public |
| Verified | Unverified | Unverified |
| Tags | — | — |
Score Comparison
Feature Matrix
| Feature | Gauntlet | |
|---|---|---|
| Open Source | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Has Website | ✓ | ✓ |
| Has Twitter | ✗ | ✗ |
| Has GitHub | ✗ | ✗ |
| Active Status | ✓ | ✓ |
Key Differences
Similar Profiles
Both Gauntlet and Chaos Labs are analytics & data protocols on Multi-Layer. The key differentiators will be in their specific implementations, UX, liquidity depth, and community traction.
When to Use Each
Choose Gauntlet if you...
- ✓Want a analytics & data solution on Multi-Layer
- ✓Need: Financial risk modeling and protocol optimization for DeFi protocols on HyperEVM
Choose Chaos Labs if you...
- ✓Want a analytics & data solution on Multi-Layer
- ✓Need: DeFi risk analytics and parameter optimization for Hyperliquid ecosystem protocols
Ecosystem Integration
Gauntlet
Gauntlet operates on Multi-Layer (spans multiple hyperliquid layers). Spanning multiple layers lets it combine the strengths of each, though integration complexity is higher.
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.
Both protocols share the same layer, maximizing composability potential.
Community Verdict
Which do you prefer?
Share your experience with Gauntlet or Chaos Labs to help others in the Hyperliquid community make better decisions.
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