Dune vs Hyperliquid

Dune operates primarily as a web-based data workspace that abstracts raw blockchain data into clean relational schemas. Supported networks span major Layer 1 and Layer 2 ecosystems, including Ethereum, Solana, Bitcoin, Arbitrum, Optimism, Polygon, and Base. Raw blockchain data, encompassing block headers, transaction receipts, and log traces, is parsed into structured tables via DuneSQL, an optimized query engine based on Trino. This structure allows researchers to query event logs, contract method calls, and transfer traces directly.

Beyond raw blocks, the platform provides curated datasets through its Spellbook repository, a community-maintained transformation layer powered by dbt. These abstractions aggregate complex protocol interactions, such as automated market maker swaps, lending pool liquidations, and non-fungible token marketplace sales, into standardised multi-chain tables. Visualisation modules allow users to turn raw table outputs into line charts, bar plots, area graphs, counters, and pie visualisations, which can be grouped into composite shareable dashboards. Protocol builders can publish project pages that display real-time ecosystem health metrics to the broader market, while analysts can fork existing community code to modify underlying parameters without starting from scratch.

Hyperliquid operates as an order-book decentralized exchange built directly onto its custom Layer 1 proof-of-stake blockchain. Unlike automated market maker models that rely on passive liquidity pools and mathematical invariant formulas, Hyperliquid maintains a fully transparent, on-chain central limit order book. This architectural foundation allows participants to place standard limit orders, market executions, stop-loss triggers, and take-profit parameters with microsecond precision. The platform supports a wide spectrum of perpetual contracts across major assets such as Bitcoin, Ethereum, and Solana, alongside a growing catalog of native spot markets and emergent tokens.

Leverage parameters across perpetual contracts scale up to substantial multiples depending on individual market liquidity and risk profiles. For flagship pairs, traders can access leverage up to 50x, while newer or more volatile pairs carry conservative margin caps to limit liquidation risk. Position health is tracked continuously using native oracle inputs and internal mark prices, maintaining margin accuracy across isolated and cross-margin configurations. Furthermore, Hyperliquid introduces native vault systems, enabling liquidity providers and automated algorithmic strategies to manage pooled capital directly through self-executing smart accounts without third-party custodianship.

Dune uses a freemium model where users can sign up at zero initial cost to write public queries, build public dashboards, and explore community research. Free accounts receive a baseline allowance of monthly query execution credits, sufficient for casual exploration and standard research workloads. However, free accounts run on shared compute queues, which can lead to longer execution waiting times during peak network congestion, and all published work remains publicly visible.

For teams requiring dedicated resources, Dune provides paid commercial tiers, commonly structured around Plus and Premium subscriptions alongside custom Enterprise packages. Paid plans introduce private query authoring, private dashboards, larger allowances of monthly compute credits, prioritized query execution pipelines, and automated query scheduling. Furthermore, Dune offers programmatic API tiers priced according to monthly datapoint and execution unit allowances. Heavy data users consuming continuous streaming API responses or running resource-intensive historical aggregations must monitor their monthly credit burn rates closely, as additional compute units and private team seats scale total recurring costs.

The cost profile on Hyperliquid is structured to reward liquidity provisioning while keeping taker expenses exceptionally competitive. Baseline trading tiers generally assess a 0.035 percent taker fee on perpetual contracts, alongside a negative fee or maker rebate around 0.002 percent for orders that rest on the order book. Volume-weighted VIP tiers further compress these rates as institutional and retail volumes scale. Because the platform operates on its dedicated consensus engine, users do not pay native blockchain gas fees for standard trading operations, position updates, or order cancellations, dramatically lowering aggregate trading costs.

Collateral settlement is denominated primarily in USDC. Depositing funds requires bridging assets from external networks such as Arbitrum, which incurs standard network transaction gas paid to the source blockchain. Internal transfers and trading settlements within the Hyperliquid L1 do not carry gas fees. When withdrawing assets back to external ecosystems, the bridge processes outgoing transactions subject to destination network gas charges and standard bridge processing limits. Funding rates across perpetuals adjust dynamically every hour based on spot and contract premium differentials, ensuring that long and short positioning reflects broader market balance without artificial friction.

Dune is entirely non-custodial and read-only regarding asset management. The platform does not hold, transmit, custody, or manage cryptographic keys, wallet funds, or financial balances. Users connect to the analytics dashboard using standard email credentials or single sign-on mechanisms, with optional multi-factor authentication available to helps protect organizational accounts. Read-only wallet addresses can be queried publicly across raw ledger records, ensuring that no sensitive private keys are ever requested or stored on the platform servers.

From an organizational data security perspective, Dune supports role-based access management for corporate accounts and research teams. Workspace administrators can designate member permissions, control private dashboard visibility, and manage the generation and revocation of API keys. Network communications are secured through standard transport layer encryption protocols. Because public queries and schemas are accessible to all platform users by default, enterprise users managing proprietary trading strategies or unpublished commercial metrics must helps support their dashboards are explicitly set to private within paid team workspaces to prevent unintended strategy disclosure.

Security on Hyperliquid is rooted in non-custodial asset control, where users interface directly via supported web3 wallets including MetaMask, Rabby, and hardware devices. User collateral remains bound to smart contract bridges rather than an opaque corporate balance sheet, removing centralized exchange insolvency risks. Margin states, liquidations, and open interest levels are recorded transparently on-chain, allowing public verification of total exchange reserves and individual position health at all times.

To streamline interactions, Hyperliquid utilizes session keys and dedicated agent wallets. This allows users to approve a temporary trading session key that signs order submissions automatically without requiring manual wallet confirmations for every individual order. While agent keys enhance execution speed, the underlying withdrawal permissions remain strictly locked to the master self-custody wallet address. Risk parameters are further reinforced through an automated liquidation engine and an on-chain insurance fund designed to absorb shortfalls during abrupt market dislocations, although users remain exposed to systemic smart contract and bridge risks common to decentralized networks.

Founded in Norway in 2018, Dune provides global web availability without traditional financial services licensing requirements, as it provides data analytics rather than investment execution or money transmission services. Access to the platform web portal and documentation is available internationally, subject to standard international sanction boundaries and acceptable use policies that prohibit malicious scraping or system abuse. Individual researchers and enterprise organisations can register accounts using standard email credentials or single sign on authentication without needing accredited investor verification.

Customer assistance is centered around an extensive public knowledge base, official platform documentation, and an active community Discord server. Free tier users primarily obtain assistance through community discussion channels and shared public forums, where experienced community analysts collaborate on SQL debugging and table mapping. Paid subscription tiers receive dedicated support routing, including direct technical assistance channels, higher service level agreements for enterprise accounts, and dedicated onboarding sessions for data engineering teams integrating Dune API streams into internal production data pipelines.

Hyperliquid implements strict front-end geoblocking to comply with evolving international regulatory frameworks. Access via the primary web interface is restricted for users located in several jurisdictions, including the United States, sanctioned countries, and regions prohibiting decentralized derivatives. While the underlying Layer 1 blockchain is public and decentralized, access controls are actively enforced on official web portals and documentation gateways.

Customer support differs fundamentally from centralized brokerage environments. Because the platform does not collect user identity documentation or maintain managed custodial accounts, there is no centralized telephone helpline, ticket escalation desk, or identity verification team. User assistance is handled primarily through official community channels, developer documentation, and public forums like Discord. Technical documentation is comprehensive, providing detailed references for the Hyperliquid API, Python SDKs, and custom WebSocket feeds, catering effectively to quantitative developers and institutional market makers seeking direct algorithmic integration.