PERP.WIKI

GammaSwap vs Katoshi

Hyperliquid ecosystem comparison · Decentralized Exchanges

Best for Swaps
Different Focus Areas

Quick Take

GammaSwap Volatility trading protocol enabling long/short vol positions on HyperEVM LP pools on Multi-Layer, while Katoshi AI-powered trading automation engine built exclusively for Hyperliquid on HyperCore. They serve different niches in the Hyperliquid ecosystem.

Based on public data for GammaSwap and Katoshi. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.

Overview

GammaSwap logo

GammaSwap

GammaSwap is an innovative decentralized derivatives protocol that enables trading of volatility by allowing users to borrow LP positions from AMM liquidity pools, creating a market for going long or short on implied volatility without needing a traditional options exchange or order book. It is one of the most technically novel volatility products in DeFi, built for sophisticated traders who want directional exposure to price swings rather than just price direction. The core mechanism works by enabling traders to borrow Uniswap v3-compatible LP tokens from liquidity pools and pay a continuous borrow rate equal to the impermanent loss accrued by the LP position. This creates an elegant two-sided market: liquidity providers earn borrow fees that compensate them for IL risk, while volatility traders gain convex exposure to price movement. When assets move significantly in either direction, borrowed LP positions gain value relative to the borrow cost, effectively giving the trader a long-gamma position. For LPs seeking to hedge their impermanent loss exposure on HyperEVM AMMs, GammaSwap provides a natural counterparty. A liquidity provider who is short gamma can take an offsetting long-gamma position through GammaSwap, dramatically reducing the directional risk of market-making in volatile assets. This opens up AMM liquidity provision to a wider class of market participants who previously avoided it due to IL risk. GammaSwap operates without external price oracles as it derives all pricing purely from on-chain LP data and pool reserves, making it manipulation-resistant and fully permissionless. Any token pair with sufficient on-chain AMM liquidity can have a GammaSwap market created for it, enabling a long tail of volatility markets across HyperEVM assets. On HyperEVM, GammaSwap integrates with Uniswap v3-compatible concentrated liquidity DEXes to offer volatility products on Hyperliquid spot assets, complementing the perpetuals market with a new layer of derivatives exposure. The protocol is designed for quant traders, volatility arbitrageurs, and sophisticated DeFi participants who understand options greeks and want to express volatility views on-chain. GammaSwap has been audited and is backed by leading DeFi investors. Its novel approach to permissionless volatility trading positions it as a foundational primitive for the next generation of on-chain derivatives.

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Katoshi logo

Katoshi

Katoshi is the premier trading automation engine built exclusively for Hyperliquid, enabling traders to build, deploy, and manage algorithmic strategies with millisecond precision and zero downtime. Trusted by thousands of active traders, Katoshi abstracts the complexity of algorithmic execution into an accessible platform that requires no deep coding expertise. At its core, Katoshi offers a complete automation toolkit: receive signals from TradingView, fire webhooks and custom API triggers, or deploy fully autonomous AI trading agents that react to market conditions in real-time. The platform also supports MCP (Model Context Protocol) integrations, putting cutting-edge AI-driven execution within reach of any trader. Katoshi's deep native integration with Hyperliquid means bots can tap directly into one of crypto's fastest and most liquid on-chain order books, accessing perpetuals across hundreds of markets with minimal slippage. Whether automating a simple RSI crossover strategy or running a multi-leg algorithmic portfolio, Katoshi provides reliable infrastructure to scale it. Built from the ground up for Hyperliquid's architecture, it has become the go-to automation layer for retail traders and institutional desks operating in the ecosystem.

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Feature Comparison

FeatureGammaSwap logoGammaSwapKatoshi logoKatoshi
LayerMulti-LayerHyperCore
CategoryDecentralized ExchangesTrading Bots & Automation
StatusActiveActive
Launch Year2025
Websitegammaswap.comkatoshi.ai
Twitter@KatoshiAI
GitHubNot publicNot public
VerifiedUnverifiedUnverified
Tags
AIautomationtrading-agentsnon-custodial

Score Comparison

GammaSwapKatoshi
Open Source
GammaSwap
Not public
Katoshi
Not public
Verified
GammaSwap
Unverified
Katoshi
Unverified
Ecosystem Breadth
GammaSwap
0 tags
Katoshi
4 tags
Maturity
GammaSwap
Unknown
Katoshi
Since 2025

Feature Matrix

FeatureGammaSwap logoGammaSwapKatoshi logoKatoshi
Open Source
Verified
Has Website
Has Twitter
Has GitHub
Active Status

Key Differences

Layer Architecture

GammaSwap operates on Multi-Layer (spans multiple hyperliquid layers), while Katoshi runs on HyperCore (native on-chain perpetual orderbook). This affects composability, transaction speed, and the types of integrations each protocol supports.

Category Focus

GammaSwap is focused on decentralized exchanges, while Katoshi targets trading bots & automation. They serve different user needs within the Hyperliquid ecosystem.

When to Use Each

Choose GammaSwap if you...

  • Want a decentralized exchanges solution on Multi-Layer
  • Need: Volatility trading protocol enabling long/short vol positions on HyperEVM LP pools

Choose Katoshi if you...

  • Want a trading bots & automation solution on HyperCore
  • Need features like AI and automation
  • Need: AI-powered trading automation engine built exclusively for Hyperliquid

Ecosystem Integration

GammaSwap logo

GammaSwap

GammaSwap operates on Multi-Layer (spans multiple hyperliquid layers). Spanning multiple layers lets it combine the strengths of each, though integration complexity is higher.

Katoshi logo

Katoshi

Katoshi 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 GammaSwap or Katoshi to help others in the Hyperliquid community make better decisions.

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