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What is a Blockchain Node and What Does It Do? A Complete Guide for 2025

Discover what a blockchain node is and its vital role in the network. Learn how it operates and why it's essential for blockchain technology. Read more!
Talha Ahmad
5 min
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The blockchain revolution has fundamentally transformed the way we handle digital transactions, data storage, and decentralized systems. The primary function of blockchain nodes is to maintain the blockchain's public ledger and ensure consensus across the network, supporting the decentralized infrastructure and integrity of the system. At the core of every blockchain network lies a crucial component that many users overlook but absolutely depend on: blockchain nodes. Understanding what is a blockchain node and what does it do is essential for anyone involved in cryptocurrency trading, blockchain development, or simply interested in how blockchain nodes work to validate transactions, store data, and maintain the decentralized network.

Understanding Blockchain Nodes: The Network's Backbone

A blockchain node refers to a computer or device that participates actively in a blockchain network by maintaining a copy of the distributed ledger and assisting in validating new transactions. These nodes act as individual participants in a vast, decentralized database where no single entity governs the information, creating a decentralized network that is resilient and censorship-resistant. Relying on just one node would make the network vulnerable to failures and attacks, but having many nodes ensures greater decentralization, stability, and security.

When you send cryptocurrency from one wallet to another, the transaction data isn’t processed by a bank or a central entity. Instead, it is broadcast to thousands of blockchain nodes worldwide. These nodes, along with other nodes in the network, collaborate to verify the legitimacy of the transaction, ensuring the sender has sufficient funds and preventing issues like double-spending. This process of authenticating transactions and broadcasting them across the entire network ensures the integrity of the blockchain ledger.

Because blockchain nodes store copies of the entire blockchain history, the network gains remarkable durability. Each node runs protocol software to participate in the network and communicate with others. Unlike traditional centralized systems vulnerable to single points of failure, a blockchain network can continue functioning smoothly even if many nodes go offline. This redundancy is what makes networks such as the bitcoin network, which relies on decentralized nodes and miners, so robust and secure. Nodes play a vital role in maintaining the network's security, ensuring the integrity and reliability of the blockchain.

The Blockchain Network: How Nodes Connect and Communicate

A blockchain network is a decentralized network made up of countless blockchain nodes that work in harmony to validate, record, and secure blockchain transactions. Unlike traditional systems that rely on a central authority, a blockchain network distributes responsibility across all participating nodes, creating a robust and resilient infrastructure.

Each blockchain node maintains a copy of the entire blockchain ledger, ensuring that every participant has access to the same up-to-date information. As new transactions occur, they are broadcast across the network, and every node updates its ledger in real time. This is made possible through a peer-to-peer network architecture, where each node can both send and receive data, eliminating single points of failure and enhancing the network’s security.

Within this decentralized network, nodes store and verify blockchain data according to their specific roles. Full nodes are responsible for storing the entire blockchain ledger and independently validating every transaction and block. Light nodes (or SPV nodes) store only the essential data needed to verify transactions, making them ideal for devices with limited resources. Mining nodes play a critical role in validating transactions and adding new blocks to the blockchain by solving complex mathematical puzzles, while authority nodes are tasked with authenticating transactions and ensuring the network operates according to the established rules.

Archival nodes go a step further by storing the entire blockchain history, including all past transactions, which is essential for services that require access to comprehensive transaction history. Staking nodes participate in proof-of-stake networks, where they validate transactions and add new blocks based on the amount of cryptocurrency they hold and are willing to “stake” as collateral. Super nodes and master nodes perform specialized tasks such as implementing protocol changes, maintaining network stability, and sometimes enabling advanced features like instant transactions or privacy enhancements.

The seamless operation of a blockchain network relies on a consensus mechanism—a set of rules that all nodes follow to agree on the validity of new transactions and blocks. This process ensures that no single node can manipulate the blockchain ledger, and it helps prevent issues like network congestion by coordinating how transactions are processed and recorded. For example, the bitcoin blockchain uses a proof-of-work consensus mechanism, while other networks may use proof-of-stake or other protocols.

Innovations like lightning nodes enable off-chain processing of transactions, reducing the load on the main blockchain and allowing for faster, more scalable exchanges. As the blockchain ecosystem evolves, new types of nodes and consensus mechanisms continue to emerge, each contributing to the network’s security, efficiency, and decentralized nature.

In essence, blockchain nodes are the backbone of any blockchain network. By working together to validate and record transactions, these nodes ensure the integrity and reliability of the entire system. Understanding how different types of blockchain nodes connect and communicate provides valuable insight into the complexity and power of decentralized networks, and highlights why blockchain technology is revolutionizing the way we think about data, trust, and digital value.

Types of Blockchain Nodes: Different Roles, Different Functions

Not all blockchain nodes perform the same functions. There are several node variations of blockchain nodes, each playing a unique role in maintaining the blockchain ecosystem and ensuring smooth network operation. These include super nodes, which are the super nodes rarest type and are created on demand for specialized tasks, as well as master nodes and others.

Full nodes are the most comprehensive type of node. They download and store data for the entire blockchain ledger, including all the transactions and blocks from the beginning of the blockchain. Full nodes independently verify every transaction and block against the network’s consensus mechanism, ensuring that only valid data is added to the blockchain. These nodes form the backbone of the network’s security, as they prevent invalid or malicious transactions from being accepted.

In contrast, light nodes (or SPV nodes) operate more efficiently by only downloading the essential data, such as block headers, rather than the full blockchain. They require less processing power and are ideal for mobile devices or wallets with limited storage and bandwidth. While light nodes sacrifice some independence, they still contribute to the network’s decentralization by verifying transactions without storing the entire blockchain history.

Mining nodes (also called miner nodes) combine the functions of full nodes with the additional task of creating new blocks. These nodes compete to solve complex cryptographic puzzles, and the winning miner adds the next block to the main blockchain, earning block rewards and transaction fees. In proof-of-stake networks, a staking node or validator node performs a similar function by using their stake to secure the network instead of computational power. Staking nodes participate in the authentication process, gain authentication powers, and must meet predetermined metrics to qualify for these roles.

Another specialized type includes archival full nodes, which go beyond full nodes by storing all the transactions and the complete blockchain's transaction history. An archival full node stores or can store data for the entire blockchain, making them vital for services like blockchain explorers and analytics platforms that require access to complete transaction history. The node stores all historical data, ensuring blockchain integrity and transparency.

Other variations include pruned full nodes, which store only the most recent blockchain transactions and discard older data to manage storage limits. A pruned full node has a set memory limit and retains only recent data, deleting the oldest blocks to optimize storage while maintaining the latest transaction information.

Lightning nodes play a crucial role in congested blockchain networks by enabling instantaneous exchanges and solving issues of slow processing. They use out of network connections to execute off-chain transactions, which helps reduce network congestion, lower transaction fees, and improve transaction speed and cost-efficiency.

In proof-of-authority networks, authority nodes (also known as approved nodes) are selected through a vetting process to ensure trustworthiness and accountability. The distribution of nodes, or blockchain hosts, across many blockchain networks enhances network robustness, security, and decentralization by spreading authority and preventing infiltration. Many blockchain networks exist, each with different features, governance models, and privacy options, supporting diverse community participation and transparent or pseudonymous transactions.

How Blockchain Nodes Maintain Network Security

The security of a blockchain network emerges from the collective efforts of thousands of independent nodes operating without a central authority. When a new transaction is broadcast, blockchain nodes immediately begin verifying it by checking digital signatures, confirming sufficient balances, and ensuring the transaction adheres to the blockchain protocol. Each node validates transactions to ensure their legitimacy within the network.

This multi-layered verification process strengthens the network’s security. Cryptographic signatures confirm that only rightful owners can spend their cryptocurrency. The consensus protocol requires a majority of nodes to agree on the validity of new blocks before they are added to the blockchain. Nodes play a crucial role in maintaining secure transactions by verifying transaction authenticity and protecting them through cryptographic hashing and the immutability of the blockchain ledger. Additionally, the distributed nature of the network means that an attacker would need to compromise a majority of nodes spread across different locations — an almost impossible feat.

For investors and traders, understanding the distribution and health of blockchain nodes offers valuable insights into the long-term viability and security of a blockchain network. Platforms like Token Metrics incorporate node metrics into their analysis, helping users evaluate the fundamental strength of blockchain networks beyond just price trends.

The Economics of Running Blockchain Nodes

Running a blockchain node involves costs and incentives that help maintain network security and decentralization. Although full nodes generally do not receive direct financial rewards, they provide operators with important benefits such as complete transaction privacy, the ability to independently verify payments, and participation in network governance. The presence of many nodes also supports scalable growth, enabling the network to efficiently handle increasing transaction volumes without compromising performance.

On the other hand, mining nodes and staking nodes receive block rewards and transaction fees as compensation for their work securing the blockchain. However, operating these nodes requires significant investment in hardware, electricity, and maintenance. Profitability depends on factors like cryptocurrency prices, network difficulty, and energy costs, making mining a dynamic and competitive economic activity.

Many node operators run full nodes for ideological reasons, supporting the network’s decentralization without expecting monetary gain. This voluntary participation strengthens the blockchain ecosystem and reflects the community’s commitment to a peer to peer network free from a central entity.

Choosing and Setting Up Your Own Node

Setting up a blockchain node has become more accessible thanks to improved software and detailed guides from many blockchain projects. However, requirements vary widely. For example, running a Bitcoin full node demands several hundred gigabytes of storage to hold the entire blockchain ledger. Full nodes store the blockchain's transaction history, which is essential for verifying the integrity of the network. Maintaining the network's transaction history is crucial for transparency and trust, as it allows anyone to audit and verify all past transactions.

For beginners, a light node or lightweight wallet offers an easy way to engage with blockchain technology without the technical complexity or storage demands of full nodes. A light node stores only block headers and relies on full nodes for transaction validation, making it suitable for devices with limited resources. As users become more experienced, they may choose to run full nodes to enhance security, privacy, and autonomy.

Cloud-based node services provide an alternative for those who want full node access without investing in hardware. While convenient, these services introduce a level of trust in third parties, which partially contradicts the trustless principles of blockchain technology.

The Future of Blockchain Nodes

Blockchain node architecture is evolving rapidly to meet the demands of scalability, security, and usability. Layer-2 scaling solutions are introducing new node types that process transactions off the main blockchain, reducing congestion while retaining security guarantees. Cross-chain protocols require specialized bridge nodes to facilitate communication between different blockchain networks.

The potential for mobile and IoT devices to operate nodes could dramatically enhance decentralization, though challenges like limited storage, bandwidth, and battery life remain significant hurdles. Innovations in consensus mechanisms and data structures aim to make node operation more efficient and accessible without compromising security.

For traders and investors, staying informed about these developments is crucial. Platforms like Token Metrics offer insights into how advancements in node technology influence network fundamentals and investment opportunities within the expanding blockchain ecosystem.

Understanding what is a blockchain node and what does it do lays the foundation for anyone serious about blockchain technology and cryptocurrency. These often-invisible components form the governing infrastructure of decentralized networks, enabling secure, trustless, and censorship-resistant financial systems that are reshaping the future of digital interactions.

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AI-Powered Crypto Indices: Revolutionizing Digital Asset Investing with Token Metrics

Token Metrics Team
12 min read

The cryptocurrency market has evolved dramatically since Bitcoin's inception in 2009. With over 20,000 digital assets now available and a combined market capitalization exceeding $3 trillion as of 2025, navigating this complex ecosystem has become increasingly challenging for investors.

Traditional approaches to crypto investing often involve painstaking research, constant market monitoring, and the stress of picking individual tokens that may or may not succeed.

Enter crypto indices—a revolutionary approach that simplifies digital asset investing while providing diversification and professional management. Among the leaders in this space is Token Metrics, an AI-powered cryptocurrency research and analytics platform that has transformed how investors access and benefit from the crypto market through its innovative AI indices.

What Are Crypto Indices?

A cryptocurrency index is a curated portfolio of multiple digital assets grouped by strategy, market capitalization, theme, or other specific criteria. Similar to traditional stock market indices like the S&P 500, crypto indices track the performance of a basket of cryptocurrencies, allowing investors to gain broad market exposure without purchasing each token individually.

Crypto indices serve several critical functions in today's digital asset landscape. • They provide instant diversification across multiple tokens
• Reduce the risk associated with single-asset concentration
• Offer professional portfolio management and rebalancing
• Simplify the investment process for both novice and experienced investors
• Provide transparent performance tracking and reporting

The beauty of crypto indices lies in their ability to capture market movements while mitigating the extreme volatility often associated with individual cryptocurrencies.

Rather than betting on a single token, investors can participate in the growth of entire sectors or market segments.

Token Metrics: Pioneering AI-Powered Crypto Indices

Founded in 2018 and headquartered in Washington, D.C., Token Metrics has established itself as a leading AI-driven cryptocurrency research and analytics platform. The company serves a diverse customer base spanning from crypto fund managers to passive investors across more than 50 countries.

What sets Token Metrics apart is its sophisticated use of artificial intelligence and machine learning to build and manage crypto indices. The platform leverages advanced algorithms to analyze over 6,000 cryptocurrency projects daily, evaluating more than 80 quantitative and qualitative data points for each asset. This comprehensive analysis covers fundamental metrics, technical indicators, on-chain activity, tokenomics, sentiment data, and exchange information.

The Token Metrics AI Advantage

Token Metrics employs an ensemble of sophisticated machine learning models to power its indices, including:

• Gradient boosting decision trees for pattern recognition
• Recurrent neural networks for time-series predictions
• Random forests for robust classification
• Natural language processing for sentiment analysis
• Anomaly detection frameworks for risk assessment

These AI systems are continuously retrained with fresh data on a weekly basis, learning from past predictions, integrating feedback from trading outcomes, and adapting model weightings as market conditions evolve.

This dynamic approach ensures that Token Metrics indices remain responsive to rapidly changing market dynamics.

How Token Metrics Indices Work

Token Metrics indices are model portfolios built using machine learning technology that simplifies and democratizes quality crypto investing and trading. Unlike static index funds, Token Metrics indices offer real-time responsiveness and active management through AI.

The platform analyzes cryptocurrencies using both Trader Grades and Investor Grades. The Trader Grade identifies assets with strong short-term upside momentum, making it ideal for active traders looking to capitalize on near-term opportunities. The Investor Grade, on the other hand, evaluates assets based on fundamentals, code quality, and adoption metrics to identify strong long-term holdings suitable for HODLers and strategic investors.

Key Features of Token Metrics Indices

Real-Time Rebalancing

Unlike traditional indices that rebalance quarterly or monthly, Token Metrics indices can respond in real time to market changes. When sentiment shifts or volatility spikes, the AI can adjust holdings dynamically, reducing exposure to underperforming sectors while increasing allocation to high-potential areas.

Sector-Specific Strategies

Token Metrics offers indices tailored to specific cryptocurrency sectors including memecoins, Layer-1 blockchains, DeFi protocols, AI tokens, and thematic investments. This allows investors to align their portfolio with their conviction in particular market niches.

Multiple Investment Strategies

Whether you're a conservative long-term holder, an aggressive swing trader, or somewhere in between, Token Metrics provides indices designed for different risk tolerances and investment horizons. Each index has performed strongly through rigorous internal testing and real-world market conditions.

Transparent Performance Tracking

Each index provides clear investment guidance, showing all rebalancing transactions and enabling precise performance monitoring. This transparency allows investors to understand exactly how their portfolio is being managed and why specific decisions are made.

One-Click Diversification

With Token Metrics indices, building a winning crypto portfolio is just one click away. The platform eliminates the complexity of researching hundreds of tokens, determining optimal allocations, and executing trades across multiple exchanges.

Benefits of Investing Through Token Metrics Indices

Diversification and Risk Management

Crypto markets are notoriously volatile, with individual tokens capable of losing 50% or more of their value in days. By spreading investments across multiple carefully selected assets, Token Metrics indices dramatically reduce concentration risk. Research suggests that even a modest 1-3% allocation to crypto indices can historically improve overall portfolio efficiency, enhancing returns while keeping drawdowns manageable.

AI-Driven Decision Making

Human emotions—fear, greed, FOMO—often lead to poor investment decisions. Token Metrics removes emotion from the equation by leveraging data-driven AI analysis. The platform's algorithms process vast amounts of information far beyond human capability, identifying patterns and opportunities that might otherwise be missed.

Time Efficiency

Actively managing a crypto portfolio requires constant monitoring of markets, news, on-chain metrics, and technical indicators. For most investors, this is simply not feasible. Token Metrics indices automate this process, allowing investors to benefit from professional-grade management without dedicating hours daily to market research.

Access to Emerging Opportunities

Through its Moonshots feature, Token Metrics identifies tokens with 10x-100x potential before they hit major exchanges. The platform scans thousands of tokens daily, using AI to highlight daily opportunities that align with specific indices and investment strategies.

Simplified Trading Execution

Token Metrics offers integrated on-chain trading directly from the platform. There's no need to manually copy contract addresses or navigate multiple decentralized exchanges. The "Buy" button provides instant access to execute trades based on index recommendations.

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The Evolution of Token Metrics Indices

Token Metrics first launched its cryptocurrency indices in August 2020 with 14 different indices leveraging artificial intelligence to build winning investment portfolios. This launch represented a response to overwhelming customer demand for simplified, professional-grade crypto investing tools.

The company's vision was clear: to do for crypto investing what Vanguard did for traditional index funds and ETFs—democratize access to sophisticated investment strategies. By 2022, Token Metrics had refined its indices platform based on extensive testing and customer feedback, continuously improving the AI models and expanding the range of available strategies.

In 2025, Token Metrics continues to innovate with plans to expand sector-specific indices, enhance mobile access for on-the-go portfolio management, and integrate automated trading bots that execute buys and sells based on real-time AI signals. These developments aim to cement Token Metrics' position as the leading platform for AI-powered crypto investing.

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Getting Started with Token Metrics Indices

Investing through Token Metrics indices is straightforward and accessible to both beginners and experienced traders. Here's how to get started:

Step 1: Create an Account
Visit the Token Metrics platform and sign up for an account. The platform offers various subscription tiers, including a 7-day free trial for new users to explore the indices and other features.

Step 2: Explore Available Indices
Browse through the various indices available on the platform. Each index is designed for specific investment strategies, risk profiles, and market sectors. Review the historical performance, composition, and rebalancing frequency of each index to determine which aligns with your goals.

Step 3: Determine Your Allocation
Decide what percentage of your portfolio you want to allocate to crypto. Financial advisors typically recommend allocating 60% to long-term holds, 20% to sector themes, and 20% to higher-risk moonshots with strict risk management. For conservative investors aged 50-65, incorporating as little as 5% into value indices can improve returns without excessive risk. Moderate risk investors aged 35-50 might allocate up to 15% in balanced indices.

Step 4: Follow the Index Recommendations
Token Metrics indices provide clear, actionable guidance on which tokens to buy, in what proportions, and when to rebalance. You can either manually execute these recommendations or use the platform's integrated trading features for seamless execution.

Step 5: Monitor and Adjust
Regularly monitor your investments through the platform's comprehensive tracking tools. Watch for Trader Grade downgrades or bearish signals, analyze winning and losing patterns, and adjust your strategy as needed. Advanced users can also leverage the Token Metrics API to build custom dashboards or automated trading strategies.

Why Token Metrics Stands Out in 2025

The cryptocurrency investing landscape in 2025 is more sophisticated than ever, and Token Metrics has positioned itself at the forefront of this evolution. Several factors distinguish the platform from competitors:

Proven Track Record
With over seven years in operation and a community of more than 110,000 crypto traders, Token Metrics has demonstrated consistent performance across multiple market cycles, including both bull and bear markets.

Comprehensive Ecosystem
Beyond indices, Token Metrics offers a complete suite of tools including AI chatbot assistance, moonshot discovery, real-time signals and alerts, trading view indicators, analytics platform, and API access for developers. This ecosystem approach provides everything investors need in one place.

Continuous Innovation
Token Metrics continuously evolves its platform based on market developments and user feedback. Recent innovations include the launch of automated trading bots, integration with Dune Analytics for institutional-grade data, and the expansion of mobile capabilities for portfolio management on the go.

Educational Resources
The platform provides extensive educational content through tutorials, videos, webinars, and detailed investment reports covering blockchain technology, cryptocurrency basics, investment strategies, risk management, and market analysis.

Risk Considerations and Best Practices

While Token Metrics indices offer significant advantages, it's essential to understand that all cryptocurrency investing carries inherent risks. The market remains highly volatile, and past performance does not guarantee future results.

To invest safely through Token Metrics indices, follow these best practices:
• Never invest more than you can afford to lose
• Use a secure wallet for storing your digital assets
• Avoid emotional trading decisions
• Stick to your predetermined investment strategy
• Use alerts to stay informed of significant market moves
• Regularly review and rebalance your portfolio
• Consult with financial advisors for personalized guidance

Remember that Token Metrics provides research and analytics tools but is not a registered investment adviser or broker-dealer. The platform offers informational and educational resources designed to help investors make more informed decisions, but ultimate investment choices remain with the individual investor.

The Future of Crypto Indices

As cryptocurrency markets continue to mature and institutional adoption accelerates, crypto indices are becoming essential tools for portfolio construction. The ability to gain diversified exposure to digital assets through professionally managed, AI-driven strategies addresses one of the primary barriers to crypto adoption: complexity.

Looking ahead, several trends are shaping the future of crypto indices. Increased regulatory clarity will likely lead to more traditional financial institutions offering crypto index products. The integration of DeFi protocols into index strategies will provide additional yield opportunities.

Advanced AI and machine learning capabilities will enable even more sophisticated portfolio optimization. Cross-chain indices will allow seamless exposure across multiple blockchain ecosystems.

Token Metrics is well-positioned to lead this evolution, with planned expansions including automated trading agents that execute strategies 24/7, enhanced sector-specific indices for emerging crypto narratives, improved mobile applications for portfolio management anywhere, and deeper integration with traditional financial platforms for seamless asset allocation.

Conclusion

Cryptocurrency investing in 2025 is no longer about gambling on individual tokens or following influencer recommendations. It's about leveraging data, artificial intelligence, and proven strategies to build resilient, diversified portfolios capable of capturing market upside while managing downside risk.

Token Metrics' AI-powered crypto indices represent a significant advancement in making professional-grade crypto investing accessible to everyone. By combining sophisticated machine learning algorithms with transparent performance tracking and user-friendly interfaces, the platform empowers both novice and experienced investors to navigate the complex crypto landscape with confidence.

Whether you're looking to make your first foray into cryptocurrency or seeking to optimize an existing portfolio, Token Metrics indices offer a compelling solution. The platform's proven track record, continuous innovation, and commitment to democratizing access to advanced investment strategies make it an essential tool for the modern crypto investor.

As the cryptocurrency market continues to evolve and mature, one thing is clear: indices are no longer merely convenient—they're essential tools for developing a well-formed portfolio of digital assets. With Token Metrics leading the way in AI-powered index innovation, investors have the opportunity to participate in the digital asset revolution with the sophistication and strategic approach it demands.

Start your journey with Token Metrics today and discover how AI-powered crypto indices can transform your investment strategy. With a 7-day free trial and comprehensive educational resources, there's never been a better time to explore the future of crypto investing.

Token Metrics: Your AI-Driven Crypto Index Partner

Token Metrics stands apart as one of the few platforms offering AI-powered cryptocurrency indices that adapt to real-time market signals. Its holistic, data-backed approach is designed for both new and seasoned investors, offering clarity, transparency, and robust educational support.

Whether your goal is to diversify, stay ahead of trends, or simplify your investing workflow, Token Metrics delivers a comprehensive research and execution hub trusted by investors worldwide.

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FAQ

How do Token Metrics crypto indices differ from traditional index funds?

Token Metrics crypto indices are built using AI and machine learning models that allow real-time rebalancing, active management, and sector-specific strategies. Traditional index funds typically rebalance quarterly or monthly and do not provide exposure to digital assets or utilize AI-driven selection and allocation.

Who can use Token Metrics indices?

Both novice and experienced investors can use Token Metrics indices. The platform is designed to simplify portfolio construction, offering actionable analytics and automated recommendations suitable for a wide range of investors, from passive holders to active traders.

Are Token Metrics indices suitable for long-term holding?

Token Metrics indices offer strategies for both long-term and short-term approaches. Some indices focus on fundamental strength and growth potential, which may appeal to long-term holders, while others are constructed for active traders seeking short-term opportunities.

How frequently are Token Metrics indices updated?

Token Metrics indices can be rebalanced in real-time, with AI algorithms continuously analyzing new data and making adjustments as needed. This enables dynamic risk management and updated recommendations to align with changing market conditions.

Is Token Metrics only for US-based investors?

No, Token Metrics serves customers worldwide. Its platform and tools support users from over 50 countries, providing global coverage for research, analytics, and index investing in the cryptocurrency markets.

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Disclaimer

The information contained in this blog is for educational and informational purposes only and does not constitute financial or investment advice. Cryptocurrency markets are volatile, and investing involves risks. Token Metrics is not a registered investment adviser or broker-dealer. Users should conduct their own research and consult qualified professionals before making investment decisions. Past performance is not indicative of future results.

Research

Real Investors, Real Results: Success Stories with Token Metrics AI Indices

Token Metrics Team
10 min read

Crypto investing can feel overwhelming—especially with the hype and volatility of digital assets. But what really matters isn't just theory; it's how AI-powered strategies translate into real-world results for everyday investors.

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Sarah: The Busy Professional Who Reclaimed Her Time

Sarah is a 34-year-old software engineer who began investing in crypto during the 2020 bull market. She soon realized successful investing required much more time than expected.

She found herself spending 10–15 hours a week researching tokens, reading whitepapers, and monitoring channels. Despite her efforts, her portfolio underperformed Bitcoin due to emotional decisions and stress from constant monitoring.

Sarah almost walked away from crypto altogether, doubting if her efforts were worthwhile.

The turning point came when a colleague introduced her to Token Metrics. She was drawn to the AI-driven, systematic approach and started a trial in January 2023.

Token Metrics provided clear index strategies tailored to her risk profile, simplifying her investment process. She split her portfolio into large-cap, mid-cap, and DeFi sector indices for diversification.

Over 18 months, Sarah reduced her crypto management time from 10-15 hours weekly to just 2 hours a month. This freed her to focus on work and life, while systematic rebalancing and data-driven decisions led to better risk-adjusted returns compared to her former DIY approach.

By trusting the indices, she avoided panic selling during downturns and saw a meaningful improvement in her results. She increased her allocation, confident she could build wealth with professional-grade tools—without needing to be a full-time analyst.

Marcus: The Retiree Generating Income Without the Stress

Marcus, a retired accountant, approached crypto with caution in 2021 after a financial advisor recommended diversification. Unfamiliar and uneasy with the new asset class, he invested 5% of his retirement savings but found managing it stressful due to volatility.

Attempting a self-directed approach with Bitcoin and Ethereum brought sleepless nights, as every market drop felt like a crisis. His lack of confidence made downturns particularly stressful.

Discovery came through a podcast that introduced Token Metrics’ systematic, risk-managed methodology. With his advisor’s help, Marcus allocated most funds to large-cap indices for stability and a smaller portion to a staking index, generating passive income similar to dividend stocks.

This approach provided not only growth potential but also reliable staking yields. Marcus appreciated having transparent strategies and security guidance fit for his needs.

Now, Marcus’s allocation has grown to $135,000, including both appreciation and new contributions. His staking returns generate extra retirement income, and he reviews the portfolio quarterly with confidence.

The platform’s educational resources enhanced his security practices and peace of mind. Most importantly, he enjoys the benefits of crypto without daily stress or constant monitoring.

Jasmine: The Millennial Building Wealth from Scratch

Jasmine is a 28-year-old marketing manager facing the familiar challenges of student debt, rising living costs, and uncertain economic prospects. Seeking a new way to build wealth, she was drawn to crypto but quickly got lost amid conflicting online advice and hype.

Her initial investments—often based on internet trends and promises of outsized returns—led to losses. After watching her portfolio shrink, she considered quitting altogether.

A friend recommended Token Metrics. Jasmine found relief in systematic, AI-driven investing. She reset her strategy, investing in a balanced index and contributing monthly, unaffected by market swings.

The discipline of dollar-cost averaging kept her investing through downturns. She trusted the indices to accumulate quality tokens rather than chasing the next trend.

After 20 months, Jasmine’s portfolio reflected her steady contributions and growth. More importantly, she shifted from chasing hype to building wealth systematically, using a mix of balanced, growth, and sector indices.

With consistent monitoring and sound strategy, Jasmine felt empowered to reach ambitious goals—combining crypto wealth with long-term savings toward early retirement.

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David: The Experienced Trader Who Found Systematic Success

David, an experienced stock trader, entered crypto believing his technical skills would transfer easily. Yet, he found crypto's 24/7 volatility and volatility exhausting, with results that barely outpaced a basic buy-and-hold strategy.

He realized that endless effort wasn’t yielding better returns. The emotional toll and time commitment prompted a search for improvement.

Token Metrics’ data-driven approach challenged his assumptions. David committed most of his portfolio to AI-powered indices, keeping a portion for discretionary trading.

This hybrid approach offered the best of both worlds: systematic, stable core exposure and a smaller allocation for active trading.

After 18 months, his index-driven portfolio consistently outperformed his discretionary trades, all with less stress. The platform’s discipline helped override emotional impulses during market swings, with automatic rebalancing and rational exits.

David now advocates systematic strategies in his trading community, valuing the psychological relief and reliable results brought by combining AI with disciplined investing.

Common Threads: What These Stories Reveal

Across these stories, several themes stand out.

• Professional Tools for Everyone:
Token Metrics makes institutional-quality resources accessible to all investors, not just large funds or experts.

• Time Freedom:
Investors gained back hours each week, shifting focus to life’s priorities beyond crypto management.

• Emotional Relief:
Systematic, data-driven strategies replace emotional decisions with disciplined confidence and peace of mind.

• Realistic Expectations:
Wealth is built gradually through strategic compounding, not overnight speculation.

• Education and Growth:
Beyond performance, Token Metrics delivers ongoing investor education about portfolio strategy, risk, and disciplined implementation.

Your Story Starts Today

Despite their different backgrounds and situations, each investor succeeded by choosing systematic, AI-powered investing.

Success required:

• A clear strategy based on risk tolerance and goals

• Systematic implementation, letting AI guide decisions

• Patience to weather volatility

• Ongoing learning and growth


The journey from confusion and stress to clarity and confidence is possible for anyone committed to an evidence-based process.

Token Metrics provides the tools, strategies, and support for systematic crypto investing. The first step is yours to take—and with patience and discipline, the possibility for your own success story awaits.

Ready to Write Your Own Crypto Success Story?

Join thousands of investors using Token Metrics AI Indices to build wealth systematically. Get started at tokenmetrics.com—access professional-grade research, tailored index strategies, and disciplined portfolios designed to fit your goals and confidence level.

What are Token Metrics AI Indices?

Token Metrics AI Indices are diversified portfolios generated by advanced algorithms. They help investors gain exposure to the crypto market while managing risk through automatic rebalancing, research, and systematic updates tailored to varying risk profiles.

Are Token Metrics Indices suitable for beginners?

Yes, beginners use AI indices to simplify crypto investing. Guided index strategies help reduce emotional decision-making and time commitment, while still offering educational resources and transparency about risks.

How much time do I need to manage an index portfolio?

Index portfolios are designed for efficiency. Most investors spend a few hours per month reviewing performance and rebalancing, far less than active trading or researching individual tokens daily.

Is there a minimum investment required?

Token Metrics AI Indices can accommodate a wide range of portfolio sizes. Investors may start small to become familiar with the approach and gradually increase allocations as confidence grows. Always research platform details for up-to-date eligibility.

How do indices handle market volatility?

AI indices are built with systematic risk management—diversifying across assets and following disciplined rebalancing, which helps mitigate emotional reactions and maintain long-term goals, even in volatile markets.

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Disclaimer

This article is for informational and educational purposes only. It describes the real-world impact of systematic, AI-powered crypto investing, as reported by Token Metrics users. No content should be interpreted as investment advice, recommendations, or financial guarantees. Always research thoroughly and consult qualified professionals before making investment decisions.

Research

The Art of Rebalancing: How Token Metrics AI Indices Turn Discipline Into Profit

Token Metrics Team
12 min read

Ask most cryptocurrency investors about their strategy, and they'll enthusiastically describe which tokens they bought and why.

Ask them about their rebalancing approach, and you'll likely encounter blank stares or vague responses about "checking in periodically."

This gap between initial portfolio construction and ongoing management represents one of the most significant missed opportunities in crypto investing.

Rebalancing—systematically adjusting portfolio allocations back to target levels—transforms average portfolios into exceptional ones through disciplined profit-taking and value-seeking behavior.

Academic research demonstrates that systematic rebalancing can add 0.5-2% to annual returns while simultaneously reducing volatility.

In cryptocurrency markets where volatility reaches extreme levels and different tokens experience dramatically divergent performance, rebalancing's impact amplifies even further.

Yet most investors struggle with rebalancing.

The decisions feel counterintuitive—selling winners that might keep rising and buying losers that might keep falling.

Emotions interfere with discipline. Tax implications complicate timing. The sheer volatility of crypto markets makes determining appropriate rebalancing triggers difficult.

Token Metrics AI Indices solve the rebalancing challenge through systematic, emotion-free approaches that capture rebalancing's benefits while eliminating the psychological and practical obstacles that prevent individual investors from executing effectively.

This comprehensive guide explores the science and practice of portfolio rebalancing, reveals why it matters more in crypto than traditional markets, and demonstrates how Token Metrics implements intelligent rebalancing that consistently enhances returns.

Why Rebalancing Matters: The Mathematical Foundation

Without rebalancing, portfolios inevitably drift from target allocations as different holdings perform differently.

Consider a simple example: You construct a portfolio allocating 25% each to Bitcoin, Ethereum, Solana, and Cardano—a balanced four-token portfolio.

Over the next year, Bitcoin returns 50%, Ethereum returns 100%, Solana returns 200%, and Cardano returns 0%.

Your portfolio now holds approximately 19% Bitcoin, 32% Ethereum, 48% Solana, and 1% Cardano—dramatically different from your intended 25% equal weighting.

You've become concentrated in Solana at precisely the moment when its 200% gain makes it more expensive and potentially due for a correction.

Meanwhile, Cardano represents a tiny fraction despite potentially offering more upside from its underperformance.

This drift creates concentration risk—your portfolio's fate increasingly depends on a few holdings.

If Solana crashes 50%, your entire portfolio suffers disproportionately despite initially designing a diversified portfolio.

Rebalancing prevents this dangerous drift, maintaining your intended risk profile.

Rebalancing mechanically enforces profitable investor behavior—selling portions of outperformers (taking profits near peaks) and buying underperformers (accumulating near troughs).

This systematic approach to buying low and selling high removes emotion from timing decisions that defeat most investors.

Research analyzing portfolio rebalancing across various market conditions demonstrates that disciplined rebalancing adds 0.5-2% to annual returns in traditional markets.

In cryptocurrency markets with their extreme volatility and frequent leadership rotations, rebalancing's impact often exceeds 2-5% annually—a substantial performance enhancement from disciplined portfolio management.

Cryptocurrency markets exhibit both mean reversion (where extreme moves tend to reverse) and momentum (where trends persist).

Rebalancing captures both dynamics: it systematically takes profits from momentum runs by trimming outperformers, while positioning for mean reversion by adding to beaten-down assets that may recover.

Token Metrics' AI analyzes market regimes to optimize rebalancing frequency and thresholds.

During strong trending periods, the system may rebalance less frequently to let momentum run.

During choppy, mean-reverting periods, more frequent rebalancing captures oscillations profitably.

The Psychology of Rebalancing: Why It's So Hard

Behavioral finance research reveals the "disposition effect"—investors' tendency to sell winning investments too quickly (locking in gains prematurely) while holding losing investments too long (hoping for recovery).

This pattern destroys returns by cutting profits short and letting losses compound.

Counterintuitively, proper rebalancing often requires opposite behavior—holding winners that have appreciated but remain fundamentally strong while selling losers that have declined for valid reasons.

This feels psychologically wrong, which is precisely why systematic approaches outperform gut instinct.

Token Metrics' AI doesn't experience disposition effect.

The algorithms evaluate whether holdings remain attractive based on current fundamentals, technicals, and systematic criteria—not based on whether positions are currently profitable or at a loss.

When a token in your portfolio surges 300%, rebalancing requires selling a portion to restore target allocation.

Your brain immediately screams objection: "But what if it goes up another 300%? I'll miss those gains!"

This FOMO prevents many investors from taking profits systematically.

The reality is that no one can predict whether any asset will continue appreciating.

By rebalancing systematically, you lock in some gains from exceptional performance while maintaining some exposure in case the run continues.

This balanced approach optimizes long-term risk-adjusted returns even if occasionally you rebalance before peaks.

Token Metrics implements this balance automatically, removing the FOMO-driven paralysis that prevents proper profit-taking.

Loss aversion—the psychological pain of losses exceeding the pleasure of equivalent gains—makes rebalancing into declining assets psychologically difficult.

When a token has dropped 50%, buying more feels like "throwing good money after bad."

Yet this value-seeking behavior, when applied to fundamentally sound assets experiencing temporary weakness, proves highly profitable.

Some of the best investment returns come from buying quality assets when they're temporarily out of favor.

Token Metrics' systematic approach evaluates whether underperforming tokens remain fundamentally attractive.

If so, rebalancing into them at depressed prices positions for recovery. If not, the system may reduce or eliminate positions rather than blindly adding to failing investments.

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Token Metrics Rebalancing Methodology

Token Metrics indices employ sophisticated rebalancing triggers that balance trading frequency with optimization.

Rather than arbitrary calendar rebalancing or purely threshold-based approaches, the AI considers multiple factors including:

• Allocation drift from targets (typically rebalancing when positions deviate 5-10% from targets)
• Technical indicators suggesting trend changes or reversals
• Fundamental metric changes affecting token attractiveness
• Market regime shifts altering optimal allocation patterns

This multi-factor approach ensures rebalancing occurs when beneficial while avoiding excessive trading that generates costs without corresponding benefits.

Token Metrics doesn't simply restore positions to arbitrary equal weights.

The AI implements risk-adjusted position sizing where higher-quality, lower-volatility tokens receive larger allocations, while riskier, more volatile tokens receive smaller positions.

This sophisticated weighting optimizes risk-adjusted returns rather than just nominal returns.

When rebalancing, the system recalculates optimal position sizes based on current risk characteristics, fundamentals, and market conditions.

A token that was 10% of the index three months ago might now warrant 8% or 12% based on changing circumstances.

For taxable accounts, Token Metrics considers tax implications when determining optimal rebalancing approaches.

The system may defer selling appreciated positions until long-term capital gains treatment becomes available, utilize tax-loss harvesting to offset gains when appropriate, and consider using new contributions for rebalancing rather than selling existing holdings.

While indices provide rebalancing guidance, users maintain control over implementation and can adapt recommendations to their specific tax situations with professional tax advisor input.

Rebalancing large positions in illiquid tokens can create significant slippage—buying or selling moving prices unfavorably.

Token Metrics prioritizes liquid tokens with deep order books, analyzes trading volumes when determining position sizes, and provides guidance on execution approaches for larger rebalancing trades.

This liquidity focus ensures rebalancing can be implemented efficiently without excessive costs eroding benefits.

Rebalancing Strategies for Different Market Conditions

During bull markets when most holdings appreciate, rebalancing involves systematically taking profits from the strongest performers.

This feels counterintuitive—why sell your best performers? But disciplined profit-taking during strength achieves several objectives:

• It locks in gains that could evaporate in corrections
• Reduces concentration risk in overvalued positions
• Provides capital for opportunistic additions
• Maintains your target risk profile

Token Metrics indices implement graduated profit-taking during bull markets.

Rather than eliminating positions in strong performers, the system trims them incrementally as they appreciate, maintaining some exposure while reducing risk.

During bear markets when most holdings decline, rebalancing involves adding to positions at depressed prices.

This requires significant discipline—buying when everything is falling feels dangerous.

Yet systematic accumulation during weakness positions portfolios for eventual recovery.

Token Metrics' AI evaluates whether declining tokens remain fundamentally sound and worth accumulating, or whether they're declining for valid reasons suggesting reduced allocation.

This discrimination prevents blindly buying poor projects just because they're cheap.

During range-bound markets, different tokens oscillate within ranges, creating rebalancing opportunities to capture mean reversion.

When Token A rises to range top while Token B falls to range bottom, rebalancing trims A and adds to B. When they reverse, rebalancing adjusts again.

This range-trading aspect of rebalancing proves particularly profitable during extended consolidation periods, generating returns even when overall markets move sideways.

Practical Implementation: Rebalancing with Token Metrics

Token Metrics indices have predetermined rebalancing schedules ranging from weekly for high-frequency momentum strategies to quarterly for longer-term value approaches.

When implementing indices personally, establish your own rebalancing schedule based on account type (retirement accounts support more frequent rebalancing), portfolio size (larger portfolios justify more frequent management), and time availability (realistic assessment of attention you can devote).

Most investors find monthly or quarterly rebalancing provides optimal balance between benefits and time commitment.

When rebalancing, the process involves reviewing current portfolio allocations, comparing to target allocations from your chosen Token Metrics indices, calculating percentage and dollar deviations, determining which positions to trim and which to add, and executing trades to restore targets.

Token Metrics platform provides tools simplifying these calculations, showing current vs. target allocations clearly and suggesting specific trades to implement rebalancing.

Effective rebalancing implementation requires attention to execution details including:

• Using limit orders to avoid excessive slippage
• Splitting large trades across multiple orders or days
• Timing trades to avoid extreme volatility periods
• Documenting all transactions for tax purposes

For small portfolios (under $10,000), simple market order execution typically suffices.

For larger portfolios, thoughtful execution preserving capital through reduced trading costs becomes important.

An efficient rebalancing technique involves directing new contributions to underweight positions rather than selling overweight positions.

If you contribute $1,000 monthly to your crypto portfolio and Bitcoin is overweight while Ethereum is underweight, direct the entire $1,000 to Ethereum rather than buying both proportionally.

This approach achieves rebalancing benefits without generating taxable events from selling appreciated assets—particularly valuable in taxable accounts.

Common Rebalancing Mistakes to Avoid

Some investors rebalance constantly, adjusting allocations at every minor drift.

This excessive trading generates transaction costs that exceed rebalancing benefits, creates unnecessary tax events, and prevents letting profitable trends develop.

Token Metrics indices balance rebalancing benefits against costs, trading only when systematic criteria justify action.

Individual investors should resist urges to constantly tinker, allowing portfolios time to perform between rebalancing events.

Conversely, neglecting rebalancing allows dangerous concentration to develop.

Some investors set up portfolios then ignore them for years, discovering eventually that they've become inadvertently concentrated in whatever happened to perform best.

Establish systematic rebalancing schedule—quarterly at minimum, monthly for more active management—and adhere to it consistently.

Perhaps the most common mistake involves establishing systematic rebalancing rules then overriding them emotionally.

"I know I should rebalance into Token X, but it's been falling so hard... I'll wait until it stabilizes."

This emotional override defeats the entire purpose of systematic rebalancing.

Trust the process—if your systematic criteria indicate rebalancing is appropriate, execute it regardless of emotional discomfort.

Rebalancing in taxable accounts generates capital gains taxes that can substantially reduce after-tax returns if ignored.

Selling $10,000 of appreciated Bitcoin to rebalance might create $3,000+ tax liability depending on gains and tax bracket.

Always consider tax implications when rebalancing taxable accounts.

Sometimes deferring rebalancing until long-term status is achieved, or using new contributions rather than selling, proves more tax-efficient.

Advanced Rebalancing Techniques

Rather than rebalancing to exact targets, sophisticated investors use bands.

If target allocation is 25% with 5% bands, rebalance only when allocation drifts beyond 20-30% range.

This reduces trading frequency while still preventing excessive drift.

Token Metrics incorporates band approaches in index methodologies, rebalancing when necessary but avoiding unnecessary trades for minor drifts.

Advanced rebalancing considers valuations, becoming more aggressive when assets appear cheap and more conservative when expensive.

Rather than mechanical rebalancing to fixed targets, dynamic approaches adjust targets based on current market conditions.

Token Metrics' AI implements elements of dynamic rebalancing, adjusting index weights based on comprehensive analysis of valuations, momentum, and fundamentals.

For investors with crypto as part of broader portfolios including stocks, bonds, and real estate, rebalancing should consider total portfolio allocation.

When crypto surges from 5% to 10% of total wealth, rebalancing should trim crypto back to 5%, distributing proceeds to other asset classes.

This total portfolio perspective prevents crypto concentration from overwhelming overall risk management, regardless of how well chosen tokens perform.

Track rebalancing impact by comparing portfolio returns to buy-and-hold counterfactual, analyzing transaction costs as percentage of benefits, evaluating whether risk (volatility, drawdowns) decreased, and measuring consistency of returns across periods.

Token Metrics provides analytics showing rebalancing impact, helping users understand value added through disciplined portfolio management.

Conclusion: Discipline Creates Consistent Alpha

Portfolio rebalancing represents the clearest example of how discipline and system create investment advantage.

The mathematics are straightforward—maintain target allocations through buying low and selling high.

The psychology is challenging—overcoming FOMO, loss aversion, and emotional attachment to winners.

Token Metrics AI Indices solve the rebalancing challenge through emotion-free systematic implementation that captures rebalancing benefits without succumbing to psychological obstacles that defeat individual investors.

The indices trade based on data-driven criteria, not fear or greed. They take profits during strength and accumulate value during weakness without hesitation or second-guessing.

For crypto investors seeking to optimize returns, proper rebalancing may represent the highest-value activity available.

It requires no market timing genius, no ability to pick winning tokens before they surge, no special information or insights.

It requires only discipline—the discipline to follow systematic rules consistently regardless of emotional state.

Token Metrics provides that discipline at scale, implementing sophisticated rebalancing strategies refined through years of market analysis and AI optimization.

By trusting this systematic approach, investors capture rebalancing's substantial benefits while preserving time and mental energy for other priorities.

Rebalancing isn't glamorous. No one boasts about their disciplined portfolio maintenance.

But portfolios that compound wealth over decades do so through consistent rebalancing discipline, not lucky speculation.

Choose discipline. Choose systematic approaches. Choose Token Metrics.

Token Metrics AI Rebalancing in Action

Ready to harness the power of systematic rebalancing?

Discover how Token Metrics AI Indices implement disciplined portfolio management that turns rebalancing from burdensome chore into consistent alpha generation.

Visit tokenmetrics.com to access AI-powered rebalancing strategies optimized for crypto markets.

FAQ: What is portfolio rebalancing?

Portfolio rebalancing is the process of systematically adjusting your asset allocations back to target weights.

It involves selling some of your portfolio’s outperformers and buying more of the underperformers to maintain a predetermined allocation.

This helps manage risk and capture opportunities as market movements cause allocations to drift from your original plan.

FAQ: How often should I rebalance my crypto portfolio?

The optimal schedule varies depending on your portfolio type, size, and objectives.

Most investors find monthly or quarterly rebalancing strikes a good balance between keeping allocations in line and minimizing trading costs.

Some strategies benefit from more frequent (e.g., weekly) rebalancing, especially in highly volatile markets.

FAQ: Does rebalancing boost returns or reduce risk?

Research shows systematic rebalancing often increases long-term returns while also reducing risk.

This is achieved by taking profits in outperforming assets and buying underperformers, making the most of volatility and mean reversion in crypto markets.

Consistent rebalancing also helps sustain a diversified risk profile over time.

FAQ: How do Token Metrics indices handle rebalancing?

Token Metrics AI Indices use data-driven rules to trigger rebalancing based on allocation drift, momentum, market regimes, and liquidity.

The indices automate rebalancing to maintain optimal weights, reduce human error, and adapt dynamically to shifting market conditions.

FAQ: What are common mistakes to avoid when rebalancing?

Avoid these pitfalls:

• Rebalancing too frequently and generating unnecessary taxes and fees
• Ignoring rebalancing for long periods
• Letting emotions override systematic rules
• Not accounting for tax implications
• Buying or selling illiquid tokens without regard to slippage

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Disclaimer

This content is for informational and educational purposes only. It describes systematic approaches to rebalancing and risk management, not specific investment advice or recommendations.

Cryptocurrency investing involves risk, and you should consult a qualified financial advisor or tax professional regarding your own circumstances before making decisions.

Token Metrics does not provide individualized investment, legal, or tax advice.

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