Arkham Intelligence vs Dune

Arkham Intelligence operates as a data analytics and intelligence suite that processes raw blockchain data into structured, human-readable insights. At the center of its infrastructure is Ultra, an algorithmic matching engine that correlates on-chain wallet addresses with real-world entities, institutions, and individuals. Instead of displaying anonymous hex strings, the interface surfaces identified entities such as market makers, venture funds, centralized exchanges, and government bodies. Users can drill down into individual profiles to view balance histories, portfolio allocations across networks, counterparty relationships, and historical transaction volumes.

Asset and network coverage on the platform spans major layer-1 and layer-2 blockchains, including Bitcoin, Ethereum, Arbitrum, Optimism, Polygon, Avalanche, BNB Chain, and Solana. The software indexes both native assets and thousands of fungible tokens, monitoring balance shifts in real time. Beyond static balance sheets, Arkham includes the Visualizer tool, which creates interactive node-based relationship maps showing fund transfers between distinct entities. Users can also access the Arkham Intel Exchange, a decentralized marketplace mechanism where participants can place and fulfill bounties for specific on-chain intelligence using the platform token, ARKM.

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.

Core exploration on Arkham Intelligence has historically been made available to registered users without mandatory subscription fees for fundamental on-chain queries. Standard users can search entity profiles, create custom dashboards, query transaction records, and configure a designated number of real-time alerts without incurring recurring software charges. This open-access model allows individual analysts and retail traders to utilize institutional-grade tracking capabilities without upfront capital outlays.

For high-frequency users, institutional teams, and enterprises requiring elevated query volumes, custom data ingestion, or dedicated API integrations, Arkham provides structured institutional tiers and developer endpoints. API pricing and custom enterprise contracts are negotiated based on required requests per second, historical data depth, and dedicated infrastructure support. Within the Intel Exchange marketplace, users spend ARKM tokens to post bounties for forensic investigations or purchase verified intelligence dossiers. Transactions on the Intel Exchange incur platform processing rules where submitted data undergoes vetting periods before funds release, while standard on-chain gas costs apply whenever moving ARKM tokens on the Ethereum network.

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.

Arkham Intelligence operates on a strictly non-custodial framework for its analytics platform. Users do not deposit trading funds, transfer private keys, or grant smart contract withdrawal allowances to use the core intelligence dashboards. Account creation requires basic credential configuration, with support for standard email registration and multi-factor authentication protocols. Because the software does not hold user assets, exposure to operational custody failure or balance freeze risk is eliminated on the research interface.

From an operational security perspective, Arkham maintains proprietary servers and distributed databases that index public ledger transactions. When users connect third-party Web3 wallets to interact with the Intel Exchange or verify ownership, connection handshakes utilize standard cryptographic message signing without transferring custody of underlying assets. For user privacy, search histories and custom dashboard configurations are tied to account profiles, meaning users seeking operational anonymity should apply standard browser privacy practices. While address attribution algorithms are refined continuously, data outputs represent heuristic correlations rather than definitive legal proof, and analysts are advised to verify raw transaction hashes independently before making critical operational decisions.

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.

Access to the Arkham Intelligence web application is available to users globally across most standard jurisdictions. However, specific features that interact with digital asset tokens or reward mechanisms, such as certain functions of the Intel Exchange and token incentive distributions, are subject to jurisdictional filters and geographical exclusions. Users located in sanctioned regions or jurisdictions with strict digital asset restrictions may experience limitations when accessing Web3-integrated reward features.

Customer assistance and technical support are provided primarily through ticket-based helpdesks, formal documentation, and community channels on Discord and X. The platform provides detailed user manuals and documentation explaining filter syntax, API query parameters, and dashboard configuration tips. Enterprise and API clients receive structured onboarding assistance and dedicated account management. While technical response times for standard free-tier users depend on support queue volumes, community-led forums provide active troubleshooting assistance for query building, alert scripting, and visual graph interpretations.

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.

Choosing the right configuration depends entirely on your data consumption requirements. Retail analysts and independent researchers generally find standard web access sufficient for daily portfolio tracking, entity exploration, and alert management. Quantitative trading firms, forensic investigators, and developers needing automated streaming data, webhook triggers, and high-rate REST queries will benefit from dedicated API tiers, which offer structured data ingestion pipelines tailored to programmatic compliance and automated trading architectures. Enterprise deployments provide expanded request limits, specialized data feeds, and dedicated account support for high-throughput institutional applications. Evaluating team query volumes and automation goals helps helps support your selected tier aligns with analytical workloads.

Selecting an appropriate Dune plan depends on workflow privacy, query execution frequency, and external pipeline requirements. Independent analysts conducting public market research and educational protocol breakdowns can operate comfortably on the free plan, leveraging the extensive community catalog. However, Web3 startups, risk advisory firms, and hedge funds typically require paid subscription tiers. These plans unlock private query workspaces to protect proprietary logic, eliminate watermarks on embeds, provide prioritized compute queues for complex nested queries, and supply dedicated API access keys to feed clean onchain metrics directly into custom internal applications and investor reporting decks.