Nansen vs Katoshi
Hyperliquid ecosystem comparison · Analytics & Data
Best for ResearchQuick Take
Nansen Blockchain analytics platform tracking smart money flows on Hyperliquid 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 Nansen and Katoshi. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.
Nansen
Multi-LayerBlockchain analytics platform tracking smart money flows on Hyperliquid
nansen.ai
Katoshi
HyperCoreAI-powered trading automation engine built exclusively for Hyperliquid
katoshi.aiOverview
Nansen
Nansen is the industry-leading on-chain analytics platform that enriches blockchain data with millions of wallet labels, enabling traders and investors to track smart money flows across Hyperliquid and 40+ blockchains. By identifying wallets belonging to exchanges, funds, whales, and DeFi protocols, Nansen transforms raw on-chain data into actionable intelligence. On Hyperliquid, Nansen tracks large perp position changes, wallet inflows and outflows to the L1, and the trading behavior of labeled professional accounts. Its Token God Mode feature provides a 360-degree view of any Hyperliquid spot token's holder distribution, trading volume, and liquidity depth. Nansen's alerting system notifies users when smart money wallets make significant moves in Hyperliquid markets, giving a critical edge in fast-moving crypto environments. The platform's AI-enhanced research tools help investors quickly synthesize on-chain signals into investment theses across the Hyperliquid ecosystem.
Visit websiteKatoshi
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.
Visit websiteFeature Comparison
| Feature | ||
|---|---|---|
| Layer | Multi-Layer | HyperCore |
| Category | Analytics & Data | Trading Bots & Automation |
| Status | Active | Active |
| Launch Year | — | 2025 |
| Website | nansen.ai | katoshi.ai |
| — | @KatoshiAI | |
| GitHub | Not public | Not public |
| Verified | Unverified | Unverified |
| Tags | — | AIautomationtrading-agentsnon-custodial |
Score Comparison
Feature Matrix
| Feature | ||
|---|---|---|
| Open Source | ✗ | ✗ |
| Verified | ✗ | ✗ |
| Has Website | ✓ | ✓ |
| Has Twitter | ✗ | ✓ |
| Has GitHub | ✗ | ✗ |
| Active Status | ✓ | ✓ |
Key Differences
Layer Architecture
Nansen 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
Nansen is focused on analytics & data, while Katoshi targets trading bots & automation. They serve different user needs within the Hyperliquid ecosystem.
When to Use Each
Choose Nansen if you...
- ✓Want a analytics & data solution on Multi-Layer
- ✓Need: Blockchain analytics platform tracking smart money flows on Hyperliquid
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
Nansen
Nansen operates on Multi-Layer (spans multiple hyperliquid layers). Spanning multiple layers lets it combine the strengths of each, though integration complexity is higher.
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 Nansen or Katoshi to help others in the Hyperliquid community make better decisions.
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