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Head-to-head

Arkham vs Gunbot

Higher editorial review rating

Arkham

Blockchain analysts, researchers, and on-chain traders who need visual wallet tracking, entity attribution data, and real-time transaction alerts across public blockchain networks.

8.60
vs

Gunbot

Active cryptocurrency traders seeking self-hosted automated execution, granular strategy customization, and one-off lifetime software licensing without recurring cloud platform subscription fees.

8.40
  • Arkham for Blockchain analysts, researchers, and on-chain traders who need visual wallet tracking, entity attribution data, and real-time transaction alerts across public blockchain networks.; Gunbot for Active cryptocurrency traders seeking self-hosted automated execution, granular strategy customization, and one-off lifetime software licensing without recurring cloud platform subscription fees..

Our take

Arkham

Arkham delivers a specialized approach to blockchain analytics, combining entity-level address attribution with direct portfolio tracking and transaction visualization. Rather than operating as a conventional accounting ledger or custodial financial intermediary, the platform aggregates public on-chain activity across multiple networks into structured entity profiles. Operators can inspect token balances, historical counterparty links, and smart contract executions through customizable dashboards and automated alerts. The web interface provides substantial investigative utility without demanding private keys or account custody. However, users should treat proprietary identity clustering as analytical intelligence rather than definitive legal proof. While the core visual platform provides robust open access, organizations seeking high-frequency data integration must negotiate dedicated enterprise agreements. Overall, Arkham represents a powerful investigative tool for monitoring market participants and complex asset flows.

Gunbot

Gunbot delivers a specialized self-hosted trading automation solution engineered for market participants who prioritize direct control over their operational infrastructure and API security credentials. By functioning entirely on local hardware or private virtual servers, the software removes the custody intermediary risks frequently associated with shared web platforms. Its rich repository of pre-built algorithmic rules, TradingView integration points, and custom JavaScript engines provides extensive depth for technical strategy execution across spot and derivatives venues. However, this level of programmatic freedom demands technical competence to deploy, configure, and maintain properly. Traders should recognize that performance depends entirely on external market liquidity, exchange connectivity stability, and sound risk parameter management rather than turnkey returns.

Pros and cons

Arkham

Pros

  • Comprehensive multi-chain address attribution and entity portfolio tracking across major networks
  • Interactive visualizer mapping transaction counterparties and token flows across public ledgers
  • Configurable real-time alert system monitoring custom wallet balances and high-value transfers

Cons

  • Attribution heuristics are probabilistic and require manual cross-verification for edge cases
  • Enterprise API access and bulk custom data feeds require structured commercial agreements
  • Complex graph interface presents an operational learning curve for casual portfolio tracking

Gunbot

Pros

  • Self-hosted software deployment allows local execution without sharing exchange API secrets with third-party cloud servers.
  • Perpetual lifetime licensing options eliminate recurring monthly platform subscription fees for continuous automated trading.
  • Extensive strategy customization supporting native indicators, custom JavaScript scripting, and TradingView webhook integration.

Cons

  • Requires user-managed server infrastructure or an always-on personal computer to maintain continuous market connectivity.
  • Steep learning curve for configuration, backtesting setup, and code-level strategy tuning compared to managed cloud bots.
  • Upfront software purchase price requires a larger initial capital commitment than low-tier monthly software plans.

On-chain analytics coverage and intelligence features

Arkham

Arkham functions as an on-chain analytics and portfolio intelligence engine designed to deanonymize and aggregate public ledger transactions. The core platform ingests raw block data from major networks including Bitcoin, Ethereum, Arbitrum, Polygon, Avalanche, Optimism, Solana, and TRON, organizing fragmented wallet clusters into identifiable entity dossiers. These profiles span centralized exchanges, market makers, hedge funds, decentralized finance protocols, and prominent individual figures. Users can track composite token holdings, evaluate historical balance trajectories, and examine specific asset inflows across supported ecosystems.

The visual transaction graph, known as the Arkham Visualizer, maps relationships between source addresses, intermediary routing contracts, and destination wallets. Traders and researchers can construct custom dashboards that filter transactions by nominal token value, asset type, timestamp, or protocol category. Additionally, Arkham supports public token contract telemetry, displaying liquidity pools, top token holders, and contract deployer addresses. This depth facilitates rigorous forensic tracking, counterparty risk assessment, and protocol balance monitoring across fragmented distributed environments.

Gunbot

Gunbot operates as non-custodial automated execution software designed to interface directly with cryptocurrency spot, margin, and derivatives exchanges. Rather than holding user funds or acting as a broker, the platform executes trades locally by dispatching cryptographic instructions through user-generated exchange Application Programming Interfaces (APIs). The system supports dozens of centralized trading venues, including Binance, Bybit, Kraken, OKX, Coinbase Advanced, and KuCoin, alongside decentralized protocols such as dYdX.

Traders can select from a wide spectrum of built-in technical strategies, including Grid trading, Bollinger Bands, Moving Average Convergence Divergence (MACD), Average True Range (ATR) trailing stops, StepGrid, and Dollar-Cost Averaging (DCA). For complex setups, the platform provides full custom strategy development using pure JavaScript, allowing operators to design intricate order routing logic, multiple timeframe confirmations, and portfolio rebalancing rules. Additionally, Gunbot includes an integrated TradingView alert receiver, enabling the execution of orders triggered directly by custom Pine Script indicators and external alert webhooks. While the software provides deep mathematical and technical rule sets, all market access and pair availability remain strictly bound by the connected exchange permissions and regional product restrictions.

Pricing model, token incentives, and data access costs

Arkham

Access to the primary Arkham web intelligence platform, standard entity search, visualizer graphing tools, and standard transaction alert setups is structured without mandatory recurring consumer subscription tiers. Users register an account to configure custom dashboards, set threshold alerts via email or webhooks, and query indexed addresses across supported blockchains. Because the core tracking portal operates as an informational data interface rather than a trading venue or asset custodian, it does not charge transaction spreads, asset deposit fees, or network withdrawal surcharges.

For enterprise institutions requiring high-throughput API endpoints, tailored attribution pipelines, and low-latency programmatic access, Arkham arranges commercial data agreements. The network also utilizes the native ARKM utility token within its broader intelligence marketplace ecosystem, where users submit bounties or acquire exclusive analytical intelligence. Platform revenue stems from institutional licensing, commercial partnerships, and affiliated operational services. Retail analysts monitoring public wallet portfolios encounter minimal direct overhead, making the software accessible for routine on-chain research.

Gunbot

Gunbot distinguishes itself in the algorithmic trading sector through a perpetual software licensing model rather than a mandatory recurring monthly software fee. Tiered lifetime software packages, such as Standard, Pro, and Ultimate editions, grant continuous access to core automation capabilities, software updates, and varying numbers of simultaneously connected exchanges. While subscription options have surfaced periodically, perpetual licenses remain the primary purchase model, with pricing varying according to feature allowances, included exchange slots, and promotional bundles.

Because Gunbot is purely execution software, it does not collect spreads, transaction percentages, or asset deposit and withdrawal fees. All trading commissions, maker-taker fee schedules, slippage impacts, and network transfer costs remain the direct responsibility of the underlying exchange account. Traders deploying Gunbot on private cloud servers, such as virtual private servers (VPS) hosted by external cloud infrastructure providers, must also factor in monthly hosting overhead to maintain uninterrupted network connections. Prospective operators should weigh the higher upfront software capital requirement against the cumulative long-term expense of recurring cloud bot services, factoring in their planned trade volume and operational horizon.

Custody boundaries, platform security, and data handling

Arkham

Arkham maintains a non-custodial operational model for its intelligence and portfolio tracking application. Users never upload private keys, grant seed phrases, or provide custodial account authorization to track wallet balances or view transaction flows. All portfolio calculations derive entirely from public blockchain data indexed by Arkham's parsing infrastructure. This architecture prevents protocol-level asset compromise within the analytics suite, as the platform cannot initiate transfers or alter on-chain smart contract state.

Account security for the web application is managed through standard access controls, including encrypted authentication credentials, session monitoring, and multi-factor verification options. Users tracking specific internal wallets or configuring private counterparty tags manage those settings under isolated user accounts. While Arkham employs automated clustering algorithms to associate anonymous addresses with real-world organizations, identity labels remain analytical attributions subject to algorithm updates and manual verification adjustments. The platform does not claim absolute protection against tracking errors, making dual verification prudent for critical operational compliance workflows.

Gunbot

The core structural advantage of Gunbot is its self-hosted operational model. All software processes run locally on the user personal computer, dedicated home server, or privately managed virtual machine. Consequently, exchange API keys and secret passphrases never reside on Gunbot centralized servers, significantly mitigating systemic cloud database breach risks. The application requires only trading and market data permissions; traders should deliberately disable account withdrawal capabilities on every exchange API key to prevent unauthorized capital transfers.

To helps protect operational workflows, the local graphical user interface (GUI) is secured through local password authentication, optional HTTPS transport encryption, and granular IP whitelisting rules. Gunbot includes built-in risk mitigation parameters such as maximum drawdown cutoffs, automated stop-loss thresholds, trailing buy and sell limits, and maximum investment ceilings per trading pair. While these programmatic guardrails assist in risk management, they operate within the constraints of active exchange API rate limits, order execution queues, and server uptime. Hardware outages, local internet interruptions, or exchange maintenance windows can delay order routing, making continuous infrastructure monitoring an essential responsibility for the operator.

Regional access, terms of use, and support infrastructure

Arkham

The Arkham intelligence interface is accessible globally across modern web browsers without standard geographical restrictions for read-only blockchain queries. Users must agree to standard terms of service that prohibit malicious scraping, distributed denial-of-service attempts, and platform abuse. Because the core product provides informational analytics on public ledger transactions, general access does not require standard financial identity verification. However, distinct affiliated products or associated trading ventures may impose regional eligibility boundaries and compliance screening under applicable local jurisdictions.

Customer assistance is delivered primarily through documentation portals, community discussion channels, developer resources, and direct support ticketing. Response times vary depending on query complexity, with enterprise API clients receiving prioritized technical routing under specific service terms. The documentation outlines query syntax, visualizer controls, and alert payload configurations, helping researchers optimize their monitoring pipelines. For general users, community forums and official knowledge bases serve as the primary resource for troubleshooting dashboard views or addressing balance discrepancy reports.

Gunbot

Gunbot software is compatible with major operating systems, including Windows, macOS, Linux, and lightweight ARM distributions designed for devices like Raspberry Pi. Software licensing is authenticated using cryptographic validation tied to exchange API pairs or dedicated license identifiers. Because the application is downloadable client software, its availability spans global markets, though users must independently verify that their connected exchanges and specific derivative trading activities comply with local domestic financial laws and regulatory boundaries.

User onboarding and ongoing troubleshooting are supported through comprehensive community resources, structured digital documentation, and active developer communication channels. Because the product caters to programmatic automation, customer support primarily centers on software installation guides, configuration syntax explanations, and API error code interpretations. Technical community forums and verified Telegram channels provide collaborative environments where users share custom JavaScript strategies, StepGrid configurations, and backtesting observations. However, direct personalized technical consultation is typically delivered via authorized resellers or community administrators, reinforcing the expectation that operators maintain basic technical literacy regarding server maintenance and script management.

Who it suits

Arkham

Arkham suits blockchain researchers, compliance investigators, and active on-chain participants who need entity mapping, counterparty tracking, and real-time transaction alerts without custodial exchange integrations. The platform serves digital asset analysts who investigate protocol treasuries, fund allocations, and whale movements across diverse decentralized finance markets. It assists risk officers seeking transparent visibility into multi-chain asset flows and decentralized application liquidity pools. Forensic teams benefit from visual transaction graphs that trace counterparty relationships between unorganized public addresses. Additionally, market researchers use the platform to monitor token holder distributions and protocol balance sheets continuously. Overall, the interface provides comprehensive intelligence for users who prioritize deep public ledger analytics over basic retail balance dashboards.

Gunbot

Gunbot is best suited for experienced crypto traders, technical analysts, and algorithmic strategy designers who demand a non-custodial, self-hosted execution environment. Operators who want to avoid monthly software subscription fees will appreciate the lifetime licensing structure and local data control. The software appeals to individuals comfortable managing virtual private servers or dedicated local hardware for continuous trade execution. Developers who require custom JavaScript logic or TradingView webhook alerts will find the technical flexibility advantageous. However, novice market participants looking for fully managed cloud platforms, copy trading marketplaces, or automated zero-configuration bots may find the manual installation, API management, and parameter tuning demanding.

Arkham

Gunbot

Arkham

Arkham combines on-chain address attribution, entity profiling, visual transaction mapping, and alert feeds. The analytics platform enables institutional and retail analysts to track wallet balances, network counterparties, and …

Gunbot

Gunbot is a self-hosted crypto trading bot delivering automated execution across spot and derivatives markets through lifetime licenses, local API key storage, custom JavaScript strategy scripting, and native …

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