bitfrost vs Dune

Bitfrost structures its product catalog around corporate treasury requirements, institutional liquidity aggregation, and merchant acquiring. The primary trading surface operates via an over-the-counter desk and direct API connections rather than continuous public retail order books. This design enables commercial counterparties to execute large block transactions across leading digital currencies such as Bitcoin, Ethereum, and major stablecoins without causing immediate market disruption on external venues.

In addition to spot digital asset execution, the platform provides dual-currency operational rails that facilitate conversions between major fiat currencies like the Euro, US Dollar, and British Pound alongside digital holdings. Businesses can deploy automated invoicing and payment checkout solutions, enabling corporate merchants to bill international clients in fiat while receiving settlement in crypto, or vice versa. The asset catalog emphasizes established market-cap tokens and stablecoins, deliberately excluding speculative micro-cap assets to preserve liquidity depth, reduce settlement volatility, and maintain compliance standards across active merchant accounts.

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.

Bitfrost utilizes a relationship-driven commercial pricing framework where trading commissions, gateway fees, and OTC conversion costs reflect institutional transaction volume and settlement velocity. Rather than publishing a uniform retail maker and taker schedule, exchange execution relies on competitive dynamic spreads calculated at the moment of quote delivery. This approach provides tailored rates for high-volume transactions while reflecting prevailing liquidity conditions in underlying markets.

Merchant processing rails incur modest turnover percentages or flat settlement charges depending on whether incoming receipts require automated fiat conversion or direct token routing. When initiating blockchain withdrawals or traditional fiat wire transfers via SEPA and SWIFT, external network gas fees and intermediary banking charges apply. Fiat payouts operate through regional partner banks, with processing times governed by standard clearinghouse schedules. Prospective institutional clients should review detailed contractual fee schedules and OTC minimum settlement thresholds during onboarding discussions to helps support fee alignment with planned monthly volumes.

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.

Asset custody at Bitfrost is engineered around institutional risk mitigation, utilizing multi-party computation protocols, cold storage vaulting, and strict role-based operational permissions. Instead of relying on single private key management, cryptographic key shares are distributed across separated operational environments. This architecture helps mitigate single points of failure across digital asset deposits, requiring multi-signature approvals for significant treasury disbursements. Segregated account structures keep corporate treasury reserves distinct from operational float, supporting clearer internal accounting and risk separation across all supported digital assets.

Administrative security includes mandatory multi-factor authentication, granular corporate sub-account management, session monitoring, and IP address whitelisting. Automated transaction monitoring frameworks continuously screen incoming and outgoing wallet interactions against global compliance databases to identify suspicious flows. While Bitfrost implements rigorous internal control layers and hardware-backed storage policies, clients maintain custodial exposure typical of third-party platforms. Enterprises should structure internal operational authorizations, establish dual-control payout rules, and maintain independent balance controls to complement platform-level governance tools effectively.

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.

Bitfrost maintains operations in alignment with applicable regional anti-money laundering and counter-terrorist financing directives across approved international jurisdictions. Prospective corporate clients must complete comprehensive Know Your Business verification before accessing live liquidity pools or payment gateways. This onboarding protocol requires submitting official entity formation documents, ultimate beneficial ownership registers, director identity records, and source of funds documentation. Due to cross-border regulatory mandates and internal compliance policies, services remain unavailable in sanctioned territories and restricted market jurisdictions. Corporate compliance teams should prepare for detailed documentation reviews during account provisioning.

Enterprise support is delivered primarily through dedicated relationship managers, technical integration desks, and ticketed support channels. Corporate clients integrating payment APIs or automated execution endpoints receive direct technical documentation, sandbox testing environments, and implementation assistance. Operating hours and response times for manual operational queries typically track standard European and international banking schedules, though automated liquidity endpoints operate continuously across global trading cycles. Clients managing high transaction volumes receive assigned representatives to coordinate settlements, technical inquiries, and account maintenance needs.

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.