Blog · Hyperliquid

Hyperliquid deep-dives.

80 articles on Hyperliquid — how it works under the hood and how we build it.

Hyperliquid

Aug 22, 2026·1 min read

Hyperliquid Dead Man’s Switch: Designing Safe Automatic Order Cancellation

Exchange-side scheduled cancellation protects quotes when a process or network dies.

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Hyperliquid

Aug 22, 2026·1 min read

Hyperliquid Batch Order Modification: Partial Results and Recovery

An accepted batch request does not mean every order modification succeeded.

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Hyperliquid

Aug 22, 2026·1 min read

Hyperliquid Fill Reconciliation: Matching Orders, Fills and Positions

Local bot state is a decision cache; the exchange remains authoritative after disconnects and timeouts.

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Hyperliquid

Aug 17, 2026·1 min read

Debugging Hyperliquid Signature Errors: Msgpack, EIP-712 and Signer Recovery

A systematic way to diagnose Hyperliquid signatures that recover the wrong address or fail only for particular actions.

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Hyperliquid

Aug 17, 2026·1 min read

Hyperliquid API Wallet Nonce Management Across Multiple Bot Processes

How to prevent replay errors and nonce collisions when Hyperliquid strategies, subaccounts and workers submit actions concurrently.

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Hyperliquid

Aug 15, 2026·1 min read

Hyperliquid Oracle vs Mark Price: Building a Liquidation Monitor

How a liquidation monitor should combine oracle price, mark price, margin state and live positions without generating misleading alerts.

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Hyperliquid

Aug 15, 2026·1 min read

Hyperliquid API Rate Limits: Bot Architecture That Avoids Throttling

How to budget Hyperliquid HTTP weights, WebSocket connections and user actions across market data, execution and reconciliation workers.

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Hyperliquid

Aug 5, 2026·1 min read

Hyperliquid HIP-3 DEX Bot Integration: Asset IDs and Multi-DEX State

Engineering requirements for bots that trade builder-deployed Hyperliquid perps across multiple HIP-3 DEXs.

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Hyperliquid

Aug 5, 2026·1 min read

Hyperliquid Builder Codes: Trading App Monetization and Integration

How a Hyperliquid trading interface can integrate builder-code approvals, per-order fees and transparent user reporting.

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Hyperliquid

Aug 5, 2026·1 min read

Hyperliquid Unified Account Migration for API Trading Bots

A migration guide for trading bots moving from legacy Hyperliquid balance assumptions to unified account behavior.

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Hyperliquid

Aug 5, 2026·1 min read

Hyperliquid Portfolio Margin Bot Integration: Risk and API Requirements

What automated Hyperliquid strategies must change before using portfolio margin across spot, perps and HIP-3 markets.

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Hyperliquid

Aug 3, 2026·1 min read

Hyperliquid Market Maker Development: Project Plan, Deliverables and Timeline

How to scope a custom Hyperliquid market maker, including WebSocket state, order handling, inventory risk, testing and production rollout.

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Hyperliquid

Jul 31, 2026·1 min read

Hyperliquid REST vs WebSocket Benchmark: What to Measure

A benchmark plan for Hyperliquid market data that separates request latency from streaming freshness and recovery.

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Hyperliquid

Jul 31, 2026·1 min read

Hyperliquid Subaccounts and Vaults for Bot Risk Isolation

How bot operators can isolate strategy collateral, permissions and failure domains on Hyperliquid.

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Hyperliquid

Jul 31, 2026·1 min read

Hyperliquid WebSocket Reconnect and Order Book Recovery

A resilient reconnect design for Hyperliquid market-data and user-event streams.

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Hyperliquid

Jul 31, 2026·1 min read

Hyperliquid Python SDK vs Rust: Choosing a Bot Stack

Choosing Python or Rust for Hyperliquid bots based on strategy latency, reliability and development speed.

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Hyperliquid

Jun 26, 2026·1 min read

Hyperliquid Market Making: A Practical Guide

How market-making bots earn on Hyperliquid perps — quoting around fair value, skewing by inventory, capturing funding, and the risk controls that keep the book safe.

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Hyperliquid

Jun 15, 2026·7 min read

TWAP vs Iceberg Orders on Hyperliquid: Best for Large Blocks

Dumping a large perp position through the Hyperliquid order book at once causes severe slippage — TWAP and iceberg strategies chop execution into child orders to minimize market impact, but each has different optimal slice sizes and interval logic. We show backtested slippage comparisons for BTC-PERP and SOL-PERP at notional sizes from $250k to $5m.

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Hyperliquid

Jun 11, 2026·6 min read

Hyperliquid API Trading Bot: Python & Rust Setup Guide

Build a Hyperliquid API trading bot in Python or Rust: SDK setup, EIP-712 order signing, nonce management and rate limits for a live perps bot.

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Hyperliquid

Jun 10, 2026·6 min read

Trading the HLP Vault: How Hyperliquid's Liquidity Provider Works

The Hyperliquid HLP vault earns from liquidations, maker fills and fees. Here's how it works, when depositing beats your own maker, and how to model drawdown.

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Hyperliquid

Jun 9, 2026·6 min read

Hyperliquid Funding Rate Arbitrage vs Binance & Bybit

Hyperliquid funding rate arbitrage: a cross-venue delta-neutral playbook for capturing funding spreads vs Binance and Bybit, with hedge sizing and settlement timing.

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Hyperliquid

Jun 8, 2026·6 min read

Building a Hyperliquid Liquidation Bot on the Clearinghouse

A hyperliquid liquidation bot watches margin ratios over websocket, front-runs forced closes, and captures the spread that would otherwise feed the HLP backstop.

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Hyperliquid

Jun 7, 2026·6 min read

HyperEVM vs HyperCore: What Bot Devs Need to Know

HyperEVM vs HyperCore for bot devs: where the order book lives, how precompiles and CoreWriter bridge the two, and which layer your strategy belongs on.

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Hyperliquid

Jun 6, 2026·6 min read

Hyperliquid WebSocket vs REST: Low-Latency Data Feeds

Benchmarking the Hyperliquid WebSocket API against REST polling for L2 book and fills, with reconnect and snapshot-sync patterns for low-latency HFT bots.

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Hyperliquid

Jun 6, 2026·4 min read

The Hyperliquid API: Orders, WebSockets and Rate Limits

A practical developer reference covering Hyperliquid's info/exchange endpoints, EIP-712 signing, WebSocket subscriptions, and rate limits for building production trading bots.

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Hyperliquid

Jun 5, 2026·6 min read

Hyperliquid TWAP & Scaled Orders: Building Execution Algos

A senior engineer's guide to Hyperliquid TWAP orders and custom scaled/iceberg execution — cut slippage on large perp entries with native and DIY algos.

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Hyperliquid

Jun 4, 2026·5 min read

Cross vs. Isolated Margin on Hyperliquid Perps: Which to Use

Compares cross-margin and isolated-margin modes on Hyperliquid, showing how each affects liquidation price, capital efficiency, and portfolio-level risk for HFT bots, directional traders, and hedgers.

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Hyperliquid

Jun 4, 2026·5 min read

Hyperliquid Market Making: HFT Bot Strategies for Perps

A deep-dive into building market-making bots on Hyperliquid perps, covering spread capture, inventory management, and how to compete against professional MMs on the order book. Includes real config patterns for tick-size quoting and delta hedging.

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Hyperliquid

Jun 4, 2026·6 min read

Is Hyperliquid Market Making Still Profitable in 2026?

Is Hyperliquid market making profitable in 2026? Yes, but thinner. A real spread-capture and inventory-cost breakdown after the fee-tier changes.

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Hyperliquid

Jun 2, 2026·5 min read

Hyperliquid Latency Optimization: Co-location, Network and Code Tuning

Practical techniques to shave microseconds off Hyperliquid order round-trips — from AWS region selection and VPN bypass to async Rust clients and kernel-bypass networking strategies used by prop shops.

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Hyperliquid

Jun 2, 2026·7 min read

What It Costs to Build a Hyperliquid Trading Bot

A senior engineer's breakdown of Hyperliquid bot development cost: real price ranges for MVP vs production, plus infra, colocation, rebate tuning and upkeep.

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Hyperliquid

Jun 1, 2026·6 min read

Hyperliquid Builder Codes: Monetizing a Trading Frontend

Hyperliquid builder codes let you earn a fee on every order your app routes. Here's how to register one, attach it in code, and model the revenue.

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Hyperliquid

May 31, 2026·6 min read

Hire a Hyperliquid Bot Developer: What to Vet For

Before you hire a Hyperliquid developer, ask these SDK, latency, risk-engine and reconnect questions that separate a real HL perps engineer from a generalist.

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Hyperliquid

May 30, 2026·6 min read

Hyperliquid Vaults: Building a Copy-Trading Strategy Vault

A senior engineer's guide to Hyperliquid vault development: deploy a public copy-trading vault, wire it to your bot, and handle the 10% profit-share math.

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Hyperliquid

May 30, 2026·6 min read

HyperCore vs HyperEVM: Hyperliquid's Dual-VM Explained

HyperCore vs HyperEVM: how Hyperliquid splits order-book trading and EVM contracts, and what it means for reading and writing perp positions in Solidity.

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Hyperliquid

May 29, 2026·6 min read

Hyperliquid Sub-Accounts & Agent Wallets for Bot Security

A practical guide to using a Hyperliquid agent wallet and sub-accounts to isolate strategies and keep your master key cold on a live production bot.

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Hyperliquid

May 29, 2026·6 min read

Hyperliquid vs dYdX v4: L1 Order Book or Cosmos App-Chain?

Hyperliquid vs dYdX v4 compared on matching engine design, validator sets, bridging and bot latency — which app-chain actually wins for trading.

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Hyperliquid

May 28, 2026·6 min read

Hyperliquid vs dYdX v4 vs GMX for Automated Perps Trading

Hyperliquid vs dYdX vs GMX for bots: how order-book vs oracle pricing changes latency, API quality, fees and liquidity for automated perp strategies.

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Hyperliquid

May 28, 2026·6 min read

Hyperliquid vs GMX v2: Order Book vs Pooled Liquidity for Perps

Hyperliquid's CLOB vs GMX v2's GM pools: how slippage, funding, and adverse selection diverge for large or automated perp orders.

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Hyperliquid

May 28, 2026·6 min read

Best Open-Source Market Making Bots for Hyperliquid in 2025

A handful of open-source frameworks — Hummingbot, custom Python SDKs, and community Rust clients — support Hyperliquid's API, but they differ wildly in fill latency, order management logic, and ease of strategy customization. We benchmark three frameworks on live BTC-PERP spreads and summarize which suits a solo quant versus a funded trading desk.

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Hyperliquid

May 27, 2026·5 min read

Cash-and-Carry Basis Trade on Hyperliquid: Step-by-Step

A practical walkthrough of executing a cash-and-carry basis trade using Hyperliquid perps shorted against spot — covering margin requirements, roll timing, and cross-venue execution to lock in the basis spread as near-risk-free yield.

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Hyperliquid

May 27, 2026·4 min read

Building an Iceberg Order Bot on Hyperliquid Perps

Tutorial on chunking large perp orders into iceberg slices to avoid signaling to HFT competitors, with WebSocket-driven order placement logic and dynamic clip sizing based on real-time order book depth.

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Hyperliquid

May 27, 2026·5 min read

HyperBFT Consensus: How Hyperliquid Gets Sub-Second Finality

How HyperBFT consensus, Hyperliquid's HotStuff-derived BFT protocol, pipelines blocks and validator votes to hit sub-second finality on-chain.

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Hyperliquid

May 26, 2026·6 min read

Inside Hyperliquid's HLP Vault: How It Actually Earns Yield

How Hyperliquid's HLP vault turns liquidation absorption and market-making spread into yield — and the tail risk depositors rarely see coming.

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Hyperliquid

May 24, 2026·6 min read

Hyperliquid vs Jupiter Perps: Native L1 vs Solana Perp DEX

Hyperliquid vs Jupiter Perps compared: on-chain order book vs JLP pool pricing, LP risk, latency, and what each means for bot integration.

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Hyperliquid

May 23, 2026·6 min read

Hyperliquid vs Vertex Protocol: Cross-Margin Engines Compared

Hyperliquid vs Vertex Protocol: how each venue's cross-margin engine handles spot, perps and lending — and which wins for capital-efficient bots.

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Hyperliquid

May 22, 2026·6 min read

Hyperliquid API: REST vs WebSocket for Trading Bots

REST vs WebSocket for Hyperliquid API bots: where each wins on latency, fills, and order book data, with a clear verdict on which to use when.

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Hyperliquid

May 21, 2026·6 min read

Hyperliquid vs Backpack Exchange: Perps, Spot and Fees

Hyperliquid vs Backpack Exchange compared on fee tiers, spot/perp margin unification, and on-chain settlement for traders building bots.

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Hyperliquid

May 20, 2026·6 min read

What Does a Hyperliquid Trading Bot Developer Actually Cost?

What it really costs to hire a Hyperliquid bot developer: market maker, TWAP, and arb bot pricing broken down by scope, audit, and infra.

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Hyperliquid

May 19, 2026·6 min read

How Hyperliquid's Oracle Pricing Triggers Liquidations

How Hyperliquid computes oracle and mark price from validator medians, and how to model liquidation thresholds before a cascade eats your position.

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Hyperliquid

May 10, 2026·6 min read

Hyperliquid Max Leverage and Risk Limits by Asset Class Explained

Hyperliquid sets per-asset open interest caps and maximum leverage that change dynamically as market conditions shift — understanding these limits is critical before sizing into illiquid alt-perps where position caps can force partial fills. This reference covers how to query current risk parameters via the API and build guardrails into your bot.

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Hyperliquid

Apr 23, 2026·4 min read

Hyperliquid Market Making: Capturing Maker Rebates at Scale

A practical breakdown of how to build a hyperliquid maker rebate bot that optimizes quote placement around tier thresholds, inventory limits, and CLOB dynamics.

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Hyperliquid

Apr 17, 2026·5 min read

Using Hyperliquid Sub-Accounts for Strategy Isolation and Risk Control

How to set up and manage sub-accounts on Hyperliquid to run multiple strategies in siloed margin environments, preventing cross-contamination of drawdowns and simplifying PnL attribution per strategy.

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Hyperliquid

Apr 13, 2026·5 min read

TWAP Execution on Hyperliquid: Minimizing Slippage for Large Orders

A production-level breakdown of time-weighted average price execution on Hyperliquid — comparing the native TWAP feature against custom algorithmic approaches for orders above $500k notional, with real numbers on slippage reduction and implementation trade-offs.

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Hyperliquid

Apr 11, 2026·3 min read

Liquidation-Hunting Bots on Hyperliquid Perps

How liquidation-hunting bots track open-interest clusters and margin walls on Hyperliquid to position ahead of cascade liquidations and capture outsized edge.

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Hyperliquid

Apr 9, 2026·5 min read

Building a Hyperliquid Perps Trading Bot From Scratch

A technical walkthrough of the full order lifecycle on Hyperliquid's HyperBFT on-chain CLOB — from feed ingestion to kill-switch — for teams serious about building a perps bot.

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Hyperliquid

Apr 8, 2026·5 min read

Cross Margin vs Isolated Margin on Hyperliquid Perps: When to Use Each

Cross margin pools collateral across all open positions on Hyperliquid, which boosts capital efficiency but lets one bad trade drain your whole account — isolated margin caps loss per position but ties up more USDC. We model six portfolio scenarios to show which mode minimizes liquidation probability for multi-leg strategies.

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Hyperliquid

Apr 8, 2026·4 min read

Hyperliquid Perps vs. Drift Protocol: Which DEX Perp is Better for Bots

Head-to-head comparison of Hyperliquid and Drift Protocol for algorithmic trading — evaluating liquidity depth, API quality, fee structures, and slippage to help bot developers and funds choose the right venue.

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Hyperliquid

Mar 29, 2026·4 min read

Analyzing Hyperliquid Order Book Depth for HFT Signal Generation

How to snapshot and stream Hyperliquid's L2 order book via the API to derive real-time microstructure signals — bid-ask imbalance, queue position, and mid-price momentum — for use in HFT and market-making strategies.

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Hyperliquid

Mar 21, 2026·5 min read

Is the Hyperliquid HLP Vault Worth It in 2025?

A production-level review comparing HLP vault yields against perp funding farming, Drift vaults, and centralized structured products — with drawdown history and fee drag analysis to help allocators make an informed decision.

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Hyperliquid

Mar 7, 2026·5 min read

Hyperliquid Vaults and HLP: Automating Depositor Strategies

Learn how to run a profitable Hyperliquid vault as a strategy operator—beyond passive HLP deposits—using automated market-making, funding harvesting, and robust risk controls.

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Hyperliquid

Feb 26, 2026·5 min read

Hyperliquid HLP Vault: Real Returns, Real Risks Explained

An honest breakdown of the HLP liquidity-provider vault — how it earns fees, when it loses to informed flow, and how vault PnL correlates with market volatility. Essential reading before depositing capital as a passive LP.

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Hyperliquid

Feb 26, 2026·5 min read

Hyperliquid Vault Deposits, Withdrawals, and On-Chain Tax Tracking

Step-by-step on depositing and withdrawing from Hyperliquid vaults via USDC bridging, plus how to pull on-chain transaction data for cost-basis and PnL tracking using Koinly or a custom script against the Hyperliquid Info API.

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Hyperliquid

Feb 18, 2026·5 min read

Liquidation Hunting on Hyperliquid: How It Works and How to Bot It

How to read Hyperliquid's open-interest and leverage maps to front-run cascading liquidations, and how to build a bot that enters positions just before a liquidation wick to capture the spread — with real risk controls for false-signal trades.

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Hyperliquid

Feb 13, 2026·4 min read

TWAP Execution on Hyperliquid: Filling Size Without Slippage

Learn how a hyperliquid twap bot slices large positions across Hyperliquid's CLOB to minimise slippage, manage funding exposure, and protect execution with live kill-switches.

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Hyperliquid

Feb 8, 2026·5 min read

HLP Vault Deep Dive: Funding Capture Mechanics Explained

The HLP vault earns yield from both passive LP fees and directional funding when the vault holds offsetting perp exposure — here we dissect exactly how funding accrues to vault depositors versus active traders. You will learn when vault APY beats running your own funding-rate arbitrage desk on Hyperliquid.

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Hyperliquid

Jan 27, 2026·5 min read

Hiring a Hyperliquid Bot Developer: What to Look For and Cost

A commercial guide for funds and founders evaluating external developers to build Hyperliquid trading bots — covering required skills, red flags, typical project costs, and how to scope an RFP for HFT or market-making work.

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Hyperliquid

Jan 19, 2026·5 min read

Is the Hyperliquid HLP Vault Worth It? Honest Risk-Reward Review

The HLP vault advertises attractive APYs, but depositors bear the tail risk of adverse selection when the vault is on the wrong side of large directional moves — this review quantifies historical drawdowns, compares realized APY against claimed APY, and explains the scenarios where withdrawing to run your own strategy beats passive deposit.

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Hyperliquid

Jan 10, 2026·5 min read

How to Capture Funding Rates on Hyperliquid Perps Profitably

A production engineer's guide to running delta-neutral funding-rate capture on Hyperliquid — covering the hourly funding mechanism, pair selection by historical yield, rebalancing triggers, and the real costs that determine whether the trade is worth running.

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Hyperliquid

Dec 30, 2025·7 min read

Liquidation Hunting on Hyperliquid: How Bots Profit from Cascades

When a highly leveraged position crosses its maintenance margin, Hyperliquid's liquidation engine places a market order that sophisticated bots front-run or fill against for edge — this post explains the on-chain mechanics, how to read the liquidations feed, and the legal and risk considerations of running a liquidation-taking strategy.

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Hyperliquid

Dec 22, 2025·5 min read

Hyperliquid Risk Limits: Max Position Sizes and How to Calculate Them

Hyperliquid's per-asset and portfolio-level risk limits, how max leverage tiers scale with notional size, and how to build a pre-trade risk calculator that prevents order rejection at the API level.

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Hyperliquid

Dec 6, 2025·4 min read

Hyperliquid Funding Rates vs. Binance and Bybit: Where to Farm

Data-driven comparison of funding rate levels, volatility, and payout consistency across Hyperliquid, Binance perps, and Bybit to identify which venue delivers the most reliable yield for delta-neutral strategies.

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Hyperliquid

Dec 6, 2025·5 min read

Best Frameworks for Building Hyperliquid Trading Bots in 2025

Comparison of the leading open-source and commercial frameworks for Hyperliquid bot development — Hummingbot, custom Rust stacks, and Python SDK wrappers — rated on latency, maintainability, and community support.

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Hyperliquid

Nov 29, 2025·6 min read

Hyperliquid Builder Codes: Earn Rebates While Market Making

Builder codes let approved market makers recapture a share of taker fees on every fill — this guide walks through registration, fee tiers, and how to structure your quoting logic to maximize net rebate income. We compare rebate economics across three liquidity profiles to show when builder status flips your P&L positive.

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Hyperliquid

Nov 26, 2025·5 min read

Cutting Order Latency on Hyperliquid WebSocket API to Sub-50ms

Hyperliquid's WebSocket feed delivers L2 order book updates and fills faster than its REST endpoints, but connection management, message parsing, and signing overhead still introduce hidden latency. This guide benchmarks Python vs Rust clients, shows how to pipeline order placement with book updates, and covers reconnect strategies that avoid missed fills.

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Hyperliquid

Nov 2, 2025·6 min read

Hyperliquid WebSocket API Guide: Reliable Low-Latency Bot Setup

Build a production Hyperliquid WebSocket client for books, trades and user events with heartbeats, reconnects, snapshot recovery and latency monitoring.

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Hyperliquid

Oct 29, 2025·5 min read

Hyperliquid Builder Codes and API Rate Limits: What You Need to Know

How Hyperliquid builder codes attribute volume and unlock fee rebates, alongside the hard API rate limits that market makers and HFT shops must design around to avoid throttling or bans.

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Hyperliquid

Oct 25, 2025·5 min read

Hyperliquid Funding-Rate Arbitrage: Delta-Neutral Yield

Build a delta-neutral carry trade on Hyperliquid that captures perpetual funding rates while hedging spot exposure — a concrete engineering breakdown for serious traders.

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Hyperliquid

Oct 21, 2025·4 min read

Hyperliquid Grid Bots: Range Trading Perps Automatically

Learn how a hyperliquid grid bot adapts classic range trading to leveraged perps with liquidation-aware bounds, funding-rate logic, and automated kill-switches.

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Hyperliquid

Oct 18, 2025·6 min read

Funding Rate Arb: Hyperliquid vs Binance and Bybit Compared

Persistent funding divergence between Hyperliquid and centralized venues like Binance Futures or Bybit creates arb opportunities that can be harvested by holding opposing perp positions simultaneously. This analysis covers real eight-hour funding windows, transfer latency via cross-chain bridges, and net carry after fees for BTC, ETH, and SOL pairs.

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