Overview of On-chain Data Analysis Tools: Enhancing Blockchain Security and Intelligence Capabilities

In today's Blockchain field, efficient and precise on-chain investigation tools are crucial for asset monitoring, risk prevention, and financial crime investigation. This article selects and organizes 12 commonly used Blockchain analysis tools, covering multi-chain data monitoring, cross-chain bridging, fund flow tracking, and tax profit and loss calculation functions, providing professional-grade on-chain data analysis guides for security researchers, law enforcement agencies, compliance teams, and investors to help address the increasingly complex challenges of Blockchain security.

1. Cielo - EVM Compatible Wallet Tracking and Monitoring

Cielo focuses on wallet tracking, supporting multiple blockchain platforms such as EVM-compatible chains, Bitcoin, Solana, Tron, and more. This tool not only enables real-time monitoring of wallet activities and fund flows, but also provides a Smart Wallet list recommendation to help users quickly identify potential risks or abnormal behaviors.

Application scenarios:

• Monitor large fund transfers and analyze the behavior of major accounts.
• Identify suspicious addresses to prevent crypto fraud

2. TRM Labs - On-chain Intelligence Platform for Anti-Financial Crime

TRM Labs is a leading Blockchain intelligence platform that helps users comprehensively track the flow of funds by visualizing address and transaction data. It has a wide coverage, supporting over 70 million assets across 30 Blockchain networks, while also providing data support for NFTs and DeFi protocols. It is widely used by financial institutions, crypto companies, and government departments, especially excelling in detecting and investigating crypto-financial crimes.

Application scenarios:

• Help law enforcement agencies, exchanges, and financial institutions combat cryptocurrency crime
• Monitor transactions related to OFAC (U.S. Department of the Treasury sanctions list)

3. MetaSuites - Blockchain Data Enhanced Browser

Originally named MetaDock, MetaSuites is a blockchain browser enhancement tool developed by BlockSec, based on a Chrome extension. This tool provides intuitive data displays such as fund flow charts and address labels, and integrates over 30 Web3 and AI tools, greatly improving on-chain data analysis efficiency.

Application Scenarios:

• Study DeFi protocols, analyze vulnerabilities and potential risks
• Enhance Blockchain Explorer features for convenient review of address activity.

4. MetaSleuth - Retail User-Friendly On-Chain Tracking Tool

As an on-chain tracking platform aimed at retail users, MetaSleuth is similar to TRM Labs, but has made targeted optimizations in user experience and operational convenience. This tool supports cross-chain analysis, enabling the tracking of fund flows and identification of high-risk addresses. It currently covers a total of 13 Blockchains including Bitcoin, Ethereum, and Solana, providing intelligent analysis and collaboration sharing features for individual investors and small to medium-sized institutions.

Application Scenarios:

• Individual investors and small to medium-sized institutions monitor wallet security
• Analyze hacker attack paths and lock down abnormal transactions

5. Arkham Intelligence - On-chain Fund Tracking and Data Visualization

Arkham is a comprehensive intelligence platform that integrates a multi-chain browser, entity tagging, chart creation, and real-time alert features. It not only has a powerful address and entity database but also supports transaction filtering and visualization operations, allowing users to perform in-depth analysis on over 50 blockchain data using API interfaces. Arkham's comprehensive functionality makes it a highly regarded on-chain investigation tool in the industry.

Application Scenarios:

• Deeply mine the flow of funds path to reveal hidden relationships.
• Combine AI to identify potential risk addresses

6. Etherscan / Solscan - The Most Powerful Blockchain Explorer

Etherscan and Solscan are blockchain explorers specifically for EVM-compatible chains and Solana, respectively. They provide detailed data such as transaction records, address information, smart contract codes, and balance inquiries, supporting the transparency and data query needs of the Ethereum ecosystem and Solana network, making them indispensable tools for developers and researchers.

Application Scenarios:

• Research smart contract vulnerabilities and analyze on-chain transaction behaviors.
• Track the hacker's attack path and assess asset security.

7. Blockchair - Bitcoin on-chain data search engine

Blockchair is a browser focused on on-chain data queries for Bitcoin, allowing users to search and view detailed information about blocks, transactions, and addresses. This tool not only supports Bitcoin but is also compatible with other Blockchain data queries, and provides API interfaces suitable for Bitcoin transaction analysis and block data research.

Application scenarios:

• Study the flow of funds on-chain in Bitcoin
• In-depth analysis of BTC mining pool behavior

8. Range - USDC Cross-Chain Fund Flow Tracking

Range provides a dedicated monitoring solution for CCTP (Cross-Chain Transfer Protocol) bridging transactions, primarily tracking the flow of USDC across ecosystems such as Ethereum, Solana, and Cosmos. Real-time monitoring and transparent data feedback help users better understand cross-chain asset transfer situations and conduct in-depth analysis of DeFi liquidity.

Application Scenarios:

• Identify arbitrage paths for USDC on multiple chains.
• Analyze cross-chain transaction behavior to improve capital efficiency

9. Pulsy - Cross-Chain Asset Tracking Aggregator

Pulsy is a bridging browser aggregator that helps users find the optimal transfer path by integrating cross-chain asset transfer data. With the analysis of real-time and historical data, this tool provides a more efficient monitoring solution for cross-chain transactions, especially suitable for asset management in a multi-chain environment.

Application Scenarios:

• Research cross-chain arbitrage opportunities
• Monitor DeFi fund flows

10. Socketscan - EVM Compatible Bridge Monitoring

Socketscan focuses on monitoring bridge transactions between EVM-compatible chains, providing a unified platform for users to query detailed statuses of transaction hashes or addresses. It supports transaction tracking across multiple chains such as Ethereum, Optimism, and Arbitrum, offering clear data visualization and real-time monitoring for cross-chain asset transfers.

Application Scenarios:

• Monitor cross-chain capital flows within the EVM ecosystem
• Track bridge transactions and alert for abnormal fund flows

11. Dune - Open-source on-chain data analysis platform

Dune is one of the most popular and influential blockchain data analysis platforms today. Users can query vast amounts of on-chain data using SQL statements, customize and share various data dashboards. Its open platform encourages the data creator community to continuously innovate, making it an ideal choice for deep data mining and on-chain trend analysis.

Application scenarios:

• Monitor the KPI indicators of DeFi projects
• Analyze NFT market trends

12. CryptoTaxCalculator - Crypto Tax Calculation & Profit and Loss Analysis

CryptoTaxCalculator is designed specifically for cryptocurrency investors, assisting users in completing tax declarations and investment reviews by automatically calculating trading profits and losses (PNL). The platform not only supports the automatic generation of tax reports but also provides detailed profit and loss analysis to help users achieve tax compliance and asset management.

Application scenarios:

• Automatically generate tax forms to reduce manual calculation time
• Track asset returns and achieve compliant investments

Conclusion

The 12 tools mentioned above cover multiple dimensions including wallet tracking, fund flow monitoring, cross-chain bridging, data visualization, and tax management, reflecting the latest advancements in data transparency, cross-chain monitoring, and real-time intelligence analysis in the current Blockchain security field. Whether for institutional-level financial security teams or researchers focused on Blockchain compliance, these tools can provide efficient and accurate on-chain data analysis and risk prevention support. By integrating actual business scenarios, selecting the appropriate tools will significantly enhance security protection capabilities and data analysis levels.