Allium vs Katoshi
Hyperliquid ecosystem comparison · Data APIs
Best for ResearchQuick Take
Allium Real-time blockchain data pipelines and SQL analytics for enterprise Hyperliquid data 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 Allium and Katoshi. Key differentiators: layer deployment, fee structure, liquidity depth, and community adoption. Last reviewed: Mar 2026.
Allium
Multi-LayerReal-time blockchain data pipelines and SQL analytics for enterprise Hyperliquid data
allium.soKatoshi
HyperCoreAI-powered trading automation engine built exclusively for Hyperliquid
katoshi.aiOverview
Allium
Allium is a blockchain data infrastructure company providing real-time, normalized on-chain data pipelines and SQL analytics for Hyperliquid and 40+ other networks. Unlike community platforms that batch historical data, Allium streams real-time decoded data directly to data warehouses including BigQuery, Snowflake, and Databricks—enabling institutional analytics teams to run live dashboards and ML models on Hyperliquid transaction data. Allium's data models standardize Hyperliquid events—trades, liquidations, funding payments, and HyperEVM contract interactions—into clean, queryable tables with sub-second latency. For hedge funds, market makers, and DeFi protocols that need production-grade data pipelines rather than community dashboards, Allium provides enterprise SLAs, SOC2 compliance, and dedicated data engineering support to build on the Hyperliquid dataset. Its Helix real-time streaming product enables millisecond-latency event feeds for Hyperliquid market data.
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 | Data APIs | Trading Bots & Automation |
| Status | Active | Active |
| Launch Year | — | 2025 |
| Website | allium.so | 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
Allium 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
Allium is focused on data apis, while Katoshi targets trading bots & automation. They serve different user needs within the Hyperliquid ecosystem.
When to Use Each
Choose Allium if you...
- ✓Want a data apis solution on Multi-Layer
- ✓Need: Real-time blockchain data pipelines and SQL analytics for enterprise Hyperliquid data
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
Allium
Allium 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
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