PERP.WIKI

Gauntlet vs Trail of Bits

Hyperliquid ecosystem comparison · Analytics & Data

Best for Research
Different Focus Areas

Quick Take

Gauntlet Financial risk modeling and protocol optimization for DeFi protocols on HyperEVM on Multi-Layer, while Trail of Bits Elite security research and auditing firm with deep EVM smart contract expertise on Multi-Layer. They serve different niches in the Hyperliquid ecosystem.

Based on public data for Gauntlet and Trail of Bits. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.

Overview

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.

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Trail of Bits logo

Trail of Bits

Trail of Bits is one of the most respected cybersecurity research and consulting firms in the blockchain space, providing world-class smart contract audits and security research for protocols building on HyperEVM and other EVM chains. With an interdisciplinary team including cryptographers and EVM experts, Trail of Bits applies rigorous static analysis, fuzzing with Echidna, formal verification with Manticore, and manual code review to identify vulnerabilities that automated tools miss. Trail of Bits has audited some of the most complex protocols in DeFi, including cryptographic libraries, cross-chain bridges, and lending protocols—all relevant to the infrastructure being built on Hyperliquid. Their public security research and open-source tooling (Slither, Echidna, Medusa) benefit the entire HyperEVM developer community beyond their paid audit clients, raising the security baseline of the entire ecosystem through freely available tools and research.

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Feature Comparison

FeatureGauntletTrail of Bits logoTrail of Bits
LayerMulti-LayerMulti-Layer
CategoryAnalytics & DataSecurity & Audits
StatusActiveActive
Launch Year
Websitegauntlet.xyztrailofbits.com
Twitter
GitHubNot publicNot public
VerifiedUnverifiedUnverified
Tags

Score Comparison

GauntletTrail of Bits
Open Source
Gauntlet
Not public
Trail of Bits
Not public
Verified
Gauntlet
Unverified
Trail of Bits
Unverified
Ecosystem Breadth
Gauntlet
0 tags
Trail of Bits
0 tags
Maturity
Gauntlet
Unknown
Trail of Bits
Unknown

Feature Matrix

FeatureGauntletTrail of Bits logoTrail of Bits
Open Source
Verified
Has Website
Has Twitter
Has GitHub
Active Status

Key Differences

Category Focus

Gauntlet is focused on analytics & data, while Trail of Bits targets security & audits. They serve different user needs within the Hyperliquid ecosystem.

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 Trail of Bits if you...

  • Want a security & audits solution on Multi-Layer
  • Need: Elite security research and auditing firm with deep EVM smart contract expertise

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.

Trail of Bits logo

Trail of Bits

Trail of Bits 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 Trail of Bits to help others in the Hyperliquid community make better decisions.

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