Back to blog
Announcements

A New Chapter: Token Metrics Shifts Fully to On-Chain Indices

We are sunsetting the Token Metrics Analytics platform and API to focus entirely on building and operating our on-chain indices.
Token Metrics Team
8 min
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe

An important update from Ian Balina, Founder and CEO

Today marks a pivotal moment in Token Metrics' journey. After careful consideration of market dynamics and community feedback, we're making a strategic decision that will shape our future: we are sunsetting the Token Metrics Analytics platform and API to focus entirely on building and operating our on-chain indices.

Why We're Making This Change

The crypto landscape has evolved significantly. Research and analytics tools have proliferated, with many platforms offering similar features and dashboards. Meanwhile, the real innovation and differentiation is shifting toward on-chain products that enable investors to own the market itself—simply, transparently, and non-custodially.

Over time, we've noticed a clear trend: the strongest and most consistent interest around Token Metrics has centered on our indices, especially TM100, rather than new features in the Analytics platform or raw data feeds. Our community has shown us where the real value lies.

In response to these market conditions and community sentiment, we've made the decision to narrow our focus dramatically. We're consolidating into a much smaller, highly focused team with a single mission: to do fewer things and do them exceptionally well.

What's Changing and When

Here's the complete timeline for this transition:

Effective Immediately

Analytics and the API enter maintenance/read-only status. Users can still log in to view historical Ratings, but no new features will be released.

November 27, 2025

This is the strict deadline to submit your choice regarding your subscription balance. Please don't delay—requests received after this date may not be processed due to the platform shutdown.

November 28, 2025 (Black Friday)

Subject to final readiness, we plan to begin onboarding select users into the indices (starting with TM100) through a controlled early-access rollout.

November 30, 2025

We will shut down both the Analytics platform and the API endpoints. After this date, all routes will redirect to our indices experience and the Help Center.

Your Compensation Options: Choose What Works Best for You

Because you've supported Token Metrics with your subscription, we want to reward your loyalty with high-value choices. We're offering three options, each designed for different goals:

Option 1: Convert to Indices Credits (3x Value)

Receive 3x the value of your unused subscription as credits toward future indices management fees. This grants you:

  • Priority access to TM100
  • White-glove onboarding when the exclusive index opens
  • The best value for continuing your journey with Token Metrics

This is our recommended option for those who want to stay closest to our future developments and plan to utilize our indices. If you've supported Token Metrics from the very beginning and believe in where we're headed, we strongly encourage this path.

Learn more:

Option 2: Receive TMAI Airdrop (1.5x Value)

Receive 1.5x the value of your unused subscription in TMAI tokens.

Note: To ensure market stability, these tokens will be subject to a daily vesting schedule over 30 days.

Option 3: Request a Pro-Rata Refund (1:1 Value)

Request a standard 1:1 pro-rated refund of the unused portion of your subscription back to your original payment method.

Note: Please allow up to 60 days for refund processing.

⚠️ Action Required

Select Your Option Here

You must submit this form by November 27, 2025. Requests received after this date may not be processed due to the platform shutdown.

What This Means for Our Community

For Customers and Developers

This pivot is about clarity and focus. Instead of spreading our energy across analytics dashboards and API maintenance, we will deliver one core product: a non-custodial, rules-based index that lets you invest in the crypto market with a single token.

For Investors

This is a strategic re-alignment around the part of the business with the most long-term value. We see greater opportunity in being an index engine and distribution platform than in competing as yet another analytics surface.

For Astrobot Holders

Upon the launch of the Indices, a snapshot taken today confirms your eligibility for an airdrop of permanently staked veTMAI. This converts your current plan to the equivalent staking score level within the new Indices structure. The received veTMAI can then be utilized to benefit from discounted trading fees and a share of the platform's revenue.

For TMAI Token Holders

This is not a step away from you. As we build TM100 and related indices, we intend to maintain and, where possible, enhance the ways TMAI connects to our products. Our priority is to get the index experience live, simple, and trustworthy. Once that foundation is solid, we'll share more details on how the token and indices fit together.

Impact on Our Team

Due to this change, we are becoming a smaller, leaner company. This has required difficult decisions about team structure, but we believe this focused approach will allow us to deliver exceptional value in our chosen domain.

What to Expect Next

  1. Confirmation: Once you submit your compensation choice, you'll receive a confirmation email
  2. Reminders: You'll see in-app notices about the November 30 shutdown and November 27 deadline
  3. Launch Updates: Information about TM100 early access and how to participate as indices onboarding begins around Black Friday

Our Commitment to You

To our customers, API users, investors, and token holders: thank you for your support through multiple market cycles. You've trusted our Ratings, engaged with our research, and participated in our community. This decision honors that history while pointing toward a simpler, more durable product that aligns with where crypto is heading.

By narrowing our focus now, we can build something that deserves your trust for many years to come.

Questions? Reply to our announcement email or contact us at support@tokenmetrics.com. We will read every message and do our best to assist you.

With appreciation,

Ian Balina
Founder and CEO
Token Metrics

Don't forget: Select your compensation option before November 27, 2025
Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
About Token Metrics
Token Metrics: AI-powered crypto research and ratings platform. We help investors make smarter decisions with unbiased Token Metrics Ratings, on-chain analytics, and editor-curated “Top 10” guides. Our platform distills thousands of data points into clear scores, trends, and alerts you can act on.
30 Employees
analysts, data scientists, and crypto engineers
Daily Briefings
concise market insights and “Top Picks”
Transparent & Compliant
Sponsored ≠ Ratings; research remains independent
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Generating Passive Income with Token Metrics AI Indices: Beyond Capital Appreciation to Consistent Yield

Token Metrics Team
10 min read

The landscape of cryptocurrency investing is changing. For many years, the focus remained solely on speculation and price appreciation—the legendary 'number go up' mindset.

Now, innovative protocols and platforms are turning crypto into an income-generating asset class, creating new opportunities for systematic, sustainable yield. Understanding this shift is crucial for anyone seeking more than just capital gains from their crypto portfolios.

Understanding Cryptocurrency Passive Income Sources

Staking is one primary way to earn crypto income. It involves locking up tokens to support a blockchain network's operation and security.

Stakers receive newly minted tokens in return, with yields depending on each network.

Major stakable cryptocurrencies include:

• Ethereum (post-Merge), yielding roughly 3-5% annually
• Cardano (ADA), with 4-6% rewards
• Solana (SOL), at 6-8% yields
• Polkadot (DOT), returning 10-14%
• Cosmos (ATOM), providing 15-20% rewards

Staking provides predictable returns and aligns incentives for network security. There’s also no risk of impermanent loss, unlike liquidity provision.

However, stakers face lock-up periods, possible slashing due to validator misbehavior, and variable yields based on participation rates.

For DeFi lending, platforms like Aave, Compound, and MakerDAO allow crypto holders to lend tokens, earning interest like a traditional bond.

Stablecoins typically generate 2-8% annually, while more volatile assets could see 1-4%, climbing higher during periods of high demand.

Flexible liquidity, diversified asset options, and auto-reinvesting are benefits. Risks include smart contract vulnerabilities, liquidity crunches, and protocol insolvency.

Liquidity provision lets users earn trading fees for supplying pairs to AMMs such as Uniswap, SushiSwap, or PancakeSwap.

Major trading pairs could earn 5-20% annually, but more exotic token pools might offer far higher returns—alongside greater risks.

The largest risk is impermanent loss, which can sometimes outpace fee earnings during high volatility.

Yield aggregators (like Yearn Finance) enable hands-off income by algorithmically finding the highest DeFi yields and managing strategies on users' behalf.

This brings optimization and gas savings but also adds further smart contract risk and possible tax complexity.

Building a Passive Income Strategy with Token Metrics

Constructing an income-oriented portfolio means balancing yield generation, capital preservation, and growth.

A typical allocation through Token Metrics might use 40-50% in staking assets (such as ETH, ADA, SOL, DOT), 30-40% in stablecoin lending, 10-20% in liquidity provision, and a modest 0-10% in higher-risk yield farming.

This strategy emphasizes stability and sustainability while still benefiting from capital gains and yield variety.

Yield stacking is a tactic where investors combine multiple yield streams from a single holding, such as staking ETH, then lending staked ETH derivatives for an added yield layer.

This can boost total income but may add complexity or stacked risk, so each layer should be carefully evaluated.

Sustainable yields are derived from real economic activity. In contrast, 'unsustainable' yields are often backed only by new token issuance, which can erode value over time.

Token Metrics AI distinguishes between these by analyzing protocol revenues, yield sources, and token supply dynamics.

Risk Management for Income-Generating Strategies

Smart contract risk is inherent in DeFi income opportunities.

Token Metrics emphasizes diversification across multiple audited protocols, focusing on established providers, and monitoring for new vulnerabilities.

Even with robust precautions, only risk amounts you are prepared to lose entirely in DeFi protocols.

Counterparty and protocol risk also merit attention. Market disruptions can challenge protocol solvency, especially during periods of stress or volatile price swings.

Token Metrics mitigates these exposures by selecting over-collateralized protocols, monitoring reserve funds, managing exposure, and stress-testing scenarios.

Impermanent loss is a key risk for liquidity providers.

The platform favors strategies with highly correlated pairs, sustainable fee offsets, and appropriate allocation size to contain exposure.

Crypto income also brings complex tax obligations. Each yield event (staking, lending, fees) typically triggers a taxable moment, and detailed record-keeping is critical.

Get Started For Free

Token Metrics Indices for Income Generation

Large-Cap Staking Indices:
Token Metrics offers indices focused on leading Proof-of-Stake assets, blending potential appreciation with steady yields. These strategies spotlight established networks, optimize staking selections, and help manage liquidity and risk.

For income-oriented investors, these can provide stable 4-8% annual yields with less downside than purely growth-weighted options—but still more volatility than many traditional products.

DeFi Yield Indices:
Specifically designed to capture lending, liquidity, and aggregation yield opportunities, these indices diversify across protocols and systematically rebalance for optimal results.

They suit those comfortable with DeFi risks and desiring enhanced yield potential (10-20%+ in favorable markets).

Balanced Income and Growth Indices:
Balancing income generators with growth tokens, these indices typically split allocations—for example 60% in appreciation assets, 40% in income-producing holdings.

Moderate yields (3-7%) are common, combining growth upside and consistent cash flow.

Practical Implementation: From Strategy to Income

Calculating the yield required for income goals is a vital first step. For example, a $1,000,000 portfolio targeting $50,000 annual income requires a 5% yield, while a $500,000 portfolio would require an unsustainable 10%.

Staking can be approached through:

• Direct staking (most technical, highest yields)
• Delegated staking (third-party validators for ease)
• Liquid staking (protocols like Lido for flexibility)

Token Metrics provides tailored advice to optimize staking approach by asset, reflecting yields, lock-up, and user preferences.

Cash flow and reinvestment must be planned systematically—decide withdrawal frequency, reinvestment amounts, tax withholding, and rebalance as life stages shift.

Most investors reinvest during accumulation, then increase withdrawals for retirement or income phases. Token Metrics indices can adapt dynamic allocations accordingly.

Ongoing monitoring is essential. Quarterly reviews of protocol health, comparative yield checks, and timely rebalancing help maintain income sustainability.

Token Metrics’ analytics automate much of this ongoing assessment, flagging notable changes for user action.

Real-World Income Scenarios

Scenario 1 – Supplemental Income:
An employed professional with $300,000 in crypto seeks $1,000-$2,000 monthly and moderate risk. The strategy could include 60% large-cap staking, 30% stablecoin lending, and 10% conservative DeFi, targeting a blended 5-7% annual return.

Scenario 2 – Early Retirement:
A 50-year-old with $1,500,000 in crypto aims for $75,000 per year in five years, with moderate/aggressive risk. A balanced index (50%), DeFi yield index (30%), and large-cap staking (20%) could target a 6-8% yield, blended with capital withdrawals if necessary.

Scenario 3 – Financial Independence:
A 35-year-old with $750,000 targets future independence and a $100,000 annual income. Aggressive growth indices (70%) and DeFi yield indices (30%) may be optimal, directing all current income back into the portfolio for compounding.

Avoiding Passive Income Pitfalls

Chasing extremely high yields—especially anything above 100%—is the most common misstep among crypto income investors.

Token Metrics systematically screens out these unsustainable offers, instead prioritizing protocols delivering steady, real-economic yields within a safer range.

Focusing excessively on yield without regard to principal protection is another risk. A high yield does not compensate if the asset’s underlying value declines sharply. Total return—combining appreciation and income—is always the bigger picture.

DeFi risks are often correlated. What appears diversified may not truly diversify portfolio risk if protocols are tightly connected.

Token Metrics manages this by combining blockchains (e.g., Ethereum, Solana, Avalanche), different income methods, and balancing DeFi with non-DeFi assets for true diversification.

Building Sustainable Passive Income Through Intelligent Crypto Strategies

The maturation of crypto investing delivers new paths toward passive income, not just speculative growth. Thoughtful strategy and risk management are key.

Focus on yields from genuine activity, diversify smartly, and continuously revisit portfolio allocations as conditions change.

Token Metrics AI Indices offer systematic portfolio tools and research for pursuing income. The platform's AI filters opportunities by sustainability, automates complex allocations, and keeps investors informed about evolving protocols and industry risk.

Whether you aim for supplemental income, long-term wealth, or full financial independence, smart use of these tools now puts the future of passive crypto income within reach.

FAQ: Passive Income with Crypto Indices

What is the difference between staking and DeFi lending?

Staking means locking tokens to support a network and earn newly minted rewards, usually tied to Proof-of-Stake blockchains.

DeFi lending involves providing assets to protocols where borrowers pay interest. Staking supports network operations, while lending acts like digital banking for earners.

Are crypto passive income yields guaranteed?

No, crypto yields are never guaranteed.

Returns depend on protocol economics, market demand, and potential risks, including smart contract issues and overall market volatility.

How can Token Metrics help manage income risk?

Token Metrics evaluates and monitors thousands of protocols, rates their risk, analyzes yield sources, and helps users systematically diversify across many strategies to lessen risk.

What tax documentation does generating crypto income require?

Each yield event (staking, lending, liquidity provision) may trigger taxable income, which must be reported where required by law.

Keeping careful records and seeking guidance from a crypto-specialized tax expert is strongly advised.

Which income strategies are most sustainable?

Sustainable income derives from real network use like transaction fees, security rewards, or legitimate borrowing. The most sustainable avenues are usually staking on established blockchains and selectively vetted lending platforms.

Very high yields backed by token inflation, rather than real use, are generally less sustainable.

Get Started For Free

Disclaimer

This blog is for educational and informational purposes. It does not constitute financial, investment, or tax advice.

Cryptocurrency markets are volatile and carry risk. Always conduct your own due diligence and seek independent advice before acting on any information provided herein.

Research

Protecting Your Crypto Investment: Security, Safety, and Risk Management with Token Metrics AI Indices

Token Metrics Team
20 min read

Cryptocurrency's digital nature creates unprecedented investment opportunities—24/7 global markets, instant transactions, and direct ownership without intermediaries.

But this same digital nature introduces unique security challenges absent from traditional investing.

You can't lose your stock certificates to hackers, but you absolutely can lose your cryptocurrency to theft, scams, or user error.

Industry estimates suggest billions of dollars in cryptocurrency are lost or stolen annually through hacks, phishing attacks, forgotten passwords, and fraudulent schemes.

For many prospective crypto investors, security concerns represent the primary barrier to entry.

"What if I get hacked?" "How do I keep my crypto safe?" "What happens if I lose my password?"

These aren't trivial concerns—they're legitimate questions demanding thoughtful answers before committing capital to digital assets.

Token Metrics AI Indices approach security holistically, addressing not just portfolio construction and performance but the entire ecosystem of risks facing crypto investors.

From selecting fundamentally secure cryptocurrencies to providing guidance on safe custody practices, Token Metrics prioritizes investor protection alongside return generation.

This comprehensive guide explores the complete landscape of crypto security risks, reveals best practices for protecting your investments, and demonstrates how Token Metrics' systematic approach enhances safety across multiple dimensions.

Understanding the Crypto Security Threat Landscape

Exchange Hacks and Platform Vulnerabilities
Cryptocurrency exchanges—platforms where users buy, sell, and store digital assets—represent prime targets for hackers given the enormous value they custody.

History is littered with devastating exchange hacks including Mt. Gox (2014): 850,000 Bitcoin stolen, worth $450 million then, billions today; Coincheck (2018): $530 million in NEM tokens stolen; QuadrigaCX (2019): $190 million lost when founder died with only access to cold wallets; and FTX (2022): Collapse resulting in billions in customer losses.

These incidents highlight fundamental custody risks. When you hold cryptocurrency on exchanges, you don't truly control it—the exchange does.

The industry saying captures this reality: "Not your keys, not your coins." Exchange bankruptcy, hacking, or fraud can result in total loss of funds held on platforms.

Token Metrics addresses exchange risk by never directly holding user funds—the platform provides investment guidance and analysis, but users maintain custody of their assets through personal wallets or trusted custodians they select.

This architecture eliminates single-point-of-failure risks inherent in centralized exchange custody.

Private Key Loss and User Error
Unlike traditional bank accounts where forgotten passwords can be reset, cryptocurrency relies on cryptographic private keys providing sole access to funds.

Lose your private key, and your cryptocurrency becomes permanently inaccessible—no customer service department can recover it.

Studies suggest 20% of all Bitcoin (worth hundreds of billions of dollars) is lost forever due to forgotten passwords, discarded hard drives, or deceased holders without key succession plans.

This user-error risk proves particularly acute for non-technical investors unfamiliar with proper key management.

Token Metrics provides educational resources on proper key management, wallet selection, and security best practices.

The platform emphasizes that regardless of how well indices perform, poor personal security practices can negate all investment success.

Phishing, Social Engineering, and Scams
Crypto scams exploit human psychology rather than technical vulnerabilities.

Common schemes include phishing emails impersonating legitimate platforms, fake customer support targeting victims through social media, romance scams building relationships before requesting crypto, pump-and-dump schemes artificially inflating token prices, and fake investment opportunities promising unrealistic returns.

These scams succeed because they manipulate emotions—fear, greed, trust. Even sophisticated investors occasionally fall victim to well-crafted social engineering.

Token Metrics protects users by vetting all cryptocurrencies included in indices, filtering out known scams and suspicious projects.

The platform's AI analyzes on-chain data, code quality, team credentials, and community sentiment, identifying red flags invisible to casual investors. This comprehensive due diligence provides first-line defense against fraudulent projects.

Smart Contract Vulnerabilities
Many cryptocurrencies operate on smart contract platforms where code executes automatically.

Bugs in smart contract code can be exploited, resulting in fund loss. Notable incidents include the DAO hack (2016): $50 million stolen through smart contract vulnerability; Parity wallet bug (2017): $280 million frozen permanently; and numerous DeFi protocol exploits draining millions from liquidity pools.

Token Metrics' analysis evaluates code quality and security audits for projects included in indices.

The AI monitors for smart contract risks, deprioritizing projects with poor code quality or unaudited contracts. This systematic evaluation reduces but doesn't eliminate smart contract risk—inherent to DeFi investing.

Regulatory and Compliance Risks
Cryptocurrency's evolving regulatory landscape creates risks including sudden regulatory restrictions limiting trading or access, tax compliance issues from unclear reporting requirements, securities law violations for certain tokens, and jurisdictional complications from crypto's borderless nature.

Token Metrics monitors regulatory developments globally, adjusting index compositions when regulatory risks emerge.

If specific tokens face heightened regulatory scrutiny, the AI can reduce or eliminate exposure, protecting investors from compliance-related losses.

Best Practices for Cryptocurrency Custody and Storage

Understanding Wallet Types
Cryptocurrency storage options exist along a security-convenience spectrum. Hot wallets (software wallets connected to internet) offer convenience for frequent trading but increased hacking vulnerability.

Cold wallets (hardware wallets or paper wallets offline) provide maximum security but reduced convenience for active trading. Custodial wallets (exchanges holding keys) offer simplicity but require trusting third parties.

For Token Metrics investors, recommended approach depends on portfolio size and trading frequency.

Smaller portfolios with frequent rebalancing might warrant hot wallet convenience. Larger portfolios benefit from cold wallet security, moving only amounts needed for rebalancing to hot wallets temporarily.

Hardware Wallet Security
Hardware wallets—physical devices storing private keys offline—represent the gold standard for cryptocurrency security. Popular options include Ledger, Trezor, and others providing "cold storage" immunity to online hacking.

Best practices for hardware wallets include:

• Purchasing directly from manufacturers
• Never buying used
• Verifying device authenticity through manufacturer verification
• Storing recovery seeds securely (physical copies in safe locations)
• Using strong PINs and never sharing device access

For substantial Token Metrics allocations, hardware wallets prove essential.

The modest cost ($50-200) pales compared to security benefits for portfolios exceeding several thousand dollars.

Multi-Signature Security
Multi-signature (multisig) wallets require multiple private keys to authorize transactions—for example, requiring 2-of-3 keys. This protects against single-point-of-failure risks: if one key is compromised, funds remain secure; if one key is lost, remaining keys still enable access.

Advanced Token Metrics investors with substantial holdings should explore multisig solutions through platforms like Gnosis Safe or Casa.

While more complex to set up, multisig dramatically enhances security for large portfolios.

Institutional Custody Solutions
For investors with six-figure+ crypto allocations, institutional custody services provide professional-grade security including:

• Regulated custodians holding cryptocurrency with insurance
• Cold storage with enterprise security protocols
• Compliance with financial industry standards

Services like Coinbase Custody, Fidelity Digital Assets, and others offer insured custody for qualified investors.

While expensive (typically basis points on assets), institutional custody eliminates personal security burdens for substantial holdings.

Get Started For Free

Operational Security: Protecting Against Attacks

Password Management and Two-Factor Authentication
Basic security hygiene proves critical for crypto safety.

Use unique, complex passwords for every exchange and platform—password managers like 1Password or Bitwarden facilitate this. Enable two-factor authentication (2FA) using authenticator apps (Google Authenticator, Authy) rather than SMS which can be intercepted.

Never reuse passwords across platforms. A data breach exposing credentials from one service could compromise all accounts using identical passwords. Token Metrics recommends comprehensive password management as foundational security practice.

Recognizing and Avoiding Phishing
Phishing attacks impersonate legitimate services to steal credentials. Red flags include emails requesting immediate action or login, suspicious sender addresses with subtle misspellings, links to domains not matching official websites, and unsolicited contact from "customer support."

Always navigate directly to platforms by typing URLs rather than clicking email links. Verify sender authenticity before responding to any crypto-related communications. Token Metrics will never request passwords, private keys, or urgent fund transfers—any such requests are fraudulent.

Device Security and Network Safety
Maintain device security by:

• Keeping operating systems and software updated
• Running antivirus/anti-malware software
• Avoiding public WiFi for crypto transactions
• Considering dedicated devices for high-value crypto management

The computer or phone accessing crypto accounts represents potential vulnerability.

Compromised devices enable keyloggers capturing credentials or malware stealing keys. For substantial portfolios, dedicated devices used only for crypto management enhance security.

Cold Storage for Long-Term Holdings
For cryptocurrency not needed for active trading—long-term holdings in Token Metrics indices not requiring frequent rebalancing—cold storage provides maximum security.

Generate addresses on air-gapped computers, transfer funds to cold storage addresses, and store private keys/recovery seeds in physical safes or bank safety deposit boxes.

This approach trades convenience for security—appropriate for the majority of holdings requiring only occasional access.

Token Metrics Platform Security Features

No Custody Model
Token Metrics' fundamental security advantage is never taking custody of user funds. Unlike exchanges that become honeypots for hackers by concentrating billions in crypto, Token Metrics operates as an information and analytics platform. Users implement index strategies through their own chosen custody solutions.

This architecture eliminates platform hacking risk to user funds. Even if Token Metrics platform experienced data breach (which comprehensive security measures prevent), user cryptocurrency remains safe in personal or custodial wallets.

Data Security and Privacy
Token Metrics implements enterprise-grade security for user data including:

• Encrypted data transmission and storage
• Regular security audits and penetration testing
• Access controls limiting employee data access
• Compliance with data protection regulations

While Token Metrics doesn't hold crypto, protecting user data—account information, portfolio holdings, personal details—remains paramount.

The platform's security infrastructure meets standards expected of professional financial services.

API Security and Access Control
For users implementing Token Metrics strategies through API connections to exchanges, the platform supports secure API practices including:

• Read-only API keys when possible (avoiding withdrawal permissions)
• IP whitelisting restricting API access to specific addresses
• Regularly rotating API keys as security best practice

Never grant withdrawal permissions through API keys unless absolutely necessary.

Token Metrics strategies can be implemented through read-only keys providing portfolio data without risking unauthorized fund movement.

Continuous Monitoring and Threat Detection
Token Metrics employs active security monitoring including:

• Unusual activity detection flagging suspicious account access
• Threat intelligence monitoring for emerging crypto security risks
• Rapid incident response protocols should breaches occur

This proactive approach identifies and addresses security threats before they impact users, maintaining platform integrity and protecting user interests.

Managing Investment Risk Beyond Security

Diversification as Risk Management
Security isn't just about preventing theft—it's also about preventing portfolio devastation through poor investment decisions. Token Metrics' diversification inherently provides risk management by:

• Preventing over-concentration in any single cryptocurrency
• Spreading exposure across projects with different risk profiles
• Combining assets with low correlations reducing portfolio volatility

This diversification protects against the "secure wallet, worthless holdings" scenario where cryptocurrency is safely stored but becomes valueless due to project failure or market collapse.

Liquidity Risk Management
Liquidity—ability to buy or sell without significantly impacting price—represents important risk dimension. Token Metrics indices prioritize liquid cryptocurrencies with substantial trading volumes, multiple exchange listings, and deep order books.

This liquidity focus ensures you can implement index strategies efficiently and exit positions when necessary without severe slippage.

Illiquid tokens might offer higher theoretical returns but expose investors to inability to realize those returns when selling.

Regulatory Compliance and Tax Security
Following applicable laws and regulations protects against government enforcement actions, penalties, or asset seizures. Token Metrics provides transaction histories supporting tax compliance but users must maintain detailed records of all crypto activities including purchases, sales, rebalancing transactions, and transfers between wallets.

Consider working with crypto-specialized tax professionals ensuring full compliance with reporting requirements. The cost of professional tax assistance proves trivial compared to risks from non-compliance.

Emergency Preparedness and Succession Planning
Comprehensive security includes planning for emergencies including:

• Documenting wallet access instructions for trusted individuals
• Maintaining secure backup of recovery seeds and passwords
• Creating crypto asset inventory for estate planning
• Considering legal documents addressing cryptocurrency inheritance

Without proper planning, your cryptocurrency could become inaccessible to heirs upon death. Many families have lost access to substantial crypto holdings due to lack of succession planning.

Building Your Personal Security Framework

Assessing Your Security Needs
Security requirements scale with portfolio size and complexity.

For small portfolios under $5,000, reputable exchange custody with 2FA and strong passwords may suffice. For portfolios of $5,000-$50,000, hardware wallets become essential for majority of holdings.

For portfolios exceeding $50,000, multisig or institutional custody warrant serious consideration. For portfolios exceeding $500,000, professional security consultation and institutional custody become prudent.

Assess your specific situation honestly, implementing security measures appropriate for your holdings and technical capabilities.

Creating Security Checklists
Develop systematic security checklists covering:

• Regular security audits of wallet configurations
• Password rotation schedules
• 2FA verification across all platforms
• Recovery seed backup verification
• Device security updates

Regular checklist execution ensures security doesn't degrade over time as you become complacent. Set quarterly reminders for comprehensive security reviews.

Continuous Education
Crypto security threats evolve constantly. Stay informed through:

• Token Metrics educational resources and platform updates
• Cryptocurrency security news and advisories
• Community forums discussing emerging threats
• Periodic security webinars and training

Knowledge proves the most powerful security tool. Understanding threat landscape enables proactive defense rather than reactive damage control.

Conclusion: Security Enables Confident Investing

Cryptocurrency's revolutionary potential means nothing if your investment is lost to theft, hacks, or user error.

Security isn't an afterthought—it's the foundation enabling confident long-term investing. Without proper security measures, even the most sophisticated investment strategies become meaningless.

Token Metrics AI Indices provide comprehensive security through multiple dimensions—selecting fundamentally secure cryptocurrencies, providing educational resources on custody best practices, implementing platform-level security protecting user data, and maintaining no-custody architecture eliminating single-point-of-failure risks.

But ultimately, security requires your active participation. Token Metrics provides tools, knowledge, and guidance, but you must implement proper custody solutions, maintain operational security hygiene, and stay vigilant against evolving threats.

The investors who build lasting crypto wealth aren't just those who select winning tokens—they're those who protect their investments with appropriate security measures. In cryptocurrency's digital landscape where irreversible transactions and pseudonymous attackers create unique challenges, security determines who ultimately enjoys their gains and who watches helplessly as value evaporates.

Invest intelligently with Token Metrics' AI-powered indices. Protect that investment with comprehensive security practices. This combination—sophisticated strategy plus robust security—positions you for long-term success in cryptocurrency's high-opportunity, high-risk environment.

Your crypto investments deserve professional-grade portfolio management and professional-grade security. Token Metrics delivers both.

How Token Metrics Strengthens Your Crypto Security

At Token Metrics, safeguarding your crypto assets is fundamentally built into our platform.

We never take custody of client funds; instead, our AI-driven indices provide guidance, education, and advanced risk screening so you retain full control over your assets at all times.

Our robust platform-level security—encompassing encrypted communications, role-based access, and continuous threat monitoring—offers enterprise-grade protection for your data and strategies.

Whether you want to analyze secure projects, develop stronger portfolio management, or combine expert research with your own secure storage, Token Metrics provides a comprehensive support system to help you invest confidently and safely.

How can I prevent losing my crypto to hacks?

Use unique, complex passwords for every platform, enable two-factor authentication using authenticator apps (not SMS), avoid custodial wallets on exchanges for long-term holdings, store large balances in hardware wallets, and never share your private keys with anyone.

What is the safest way to store cryptocurrency?

Hardware wallets offer the highest level of security for most users. For substantial balances, using multi-signature wallets or institutional custodians (for qualified investors) adds protection. Always keep backup recovery phrases in secure physical locations.

How do AI indices help with crypto security?

AI indices, such as those from Token Metrics, systematically vet projects for smart contract vulnerabilities, regulatory issues, code security, liquidity, and signs of fraudulent activity, thus reducing exposure to compromised or risky assets.

What should I do if I suspect a phishing attack?

Do not interact with the suspicious message. Instead, independently visit the platform’s website by typing the URL directly and contact official customer support if needed. Never provide passwords or private keys to unsolicited contacts.

How should I plan for inheritance or emergencies?

Document wallet access information and recovery instructions for trusted family or legal representatives. Maintain secure, physical records of all backup phrases, and consider legal estate planning that addresses your digital assets.

Disclaimer

This blog is for informational and educational purposes only and does not constitute investment advice, a recommendation, or an offer to buy or sell any cryptocurrency or digital asset. You should consult your own legal, tax, and financial professionals before making any investment or security decisions. While every effort was made to ensure accuracy, neither Token Metrics nor its contributors accept liability for losses or damages resulting from information in this blog.

Get Started For Free

Research

Measuring Success: The Complete Guide to Evaluating Token Metrics AI Indices Performance

Token Metrics Team
11 min read

Ask most cryptocurrency investors how their portfolio is performing, and they'll immediately cite a percentage return: "I'm up 50%" or "I'm down 30%." While simple returns matter, this single-dimensional view of performance obscures critical information about risk, consistency, and sustainability. Two portfolios with identical 50% returns might differ dramatically in risk profile—one achieving gains through steady appreciation, the other through wild volatility that could reverse suddenly.

Professional investors and institutional fund managers evaluate performance through multiple sophisticated metrics that reveal not just how much return was achieved, but how efficiently risk was managed, how consistently profits were generated, and how the strategy performed relative to relevant benchmarks. These metrics separate lucky speculation from skillful investing, and short-term anomalies from sustainable long-term strategies.

Token Metrics AI Indices are designed to deliver not just strong absolute returns, but superior risk-adjusted performance across multiple evaluation dimensions. Understanding these performance metrics empowers you to make informed decisions about index selection, allocation sizing, and strategy adjustments. This comprehensive guide reveals the key metrics that matter, how to interpret them correctly, and how to use data-driven evaluation to optimize your Token Metrics investment approach.

The Fundamental Performance Metrics

Absolute Returns: The Starting Point

Absolute return measures simple percentage gain or loss over a specific period. If you invest $10,000 and it grows to $15,000, your absolute return is 50%. This basic metric provides important information but tells an incomplete story.

When evaluating Token Metrics indices, examine absolute returns across multiple timeframes including month-to-date and quarter-to-date for recent performance, year-to-date capturing current year results, one-year, three-year, and five-year returns for medium-term perspective, and since-inception returns showing complete track record.

Different timeframes reveal different aspects of performance. Short-term returns show current momentum and responsiveness to market conditions. Long-term returns demonstrate consistency and compound effectiveness. Always evaluate multiple timeframes rather than fixating on any single period.

Annualized Returns: Comparing Across Timeframes

Annualized return converts returns of any length into equivalent annual percentage, enabling fair comparisons. A 100% return over two years annualizes to approximately 41% annually—useful for comparing against one-year returns of other investments.

Token Metrics reports annualized returns for all indices, facilitating comparisons across different indices with different inception dates and holding periods. When evaluating indices, prioritize annualized returns over cumulative returns for more meaningful comparisons.

Compound Annual Growth Rate (CAGR): The Smoothed View

CAGR shows the geometric mean annual return smoothing out volatility to reveal underlying growth trajectory. If a portfolio grows from $10,000 to $20,000 over three years, the CAGR is 26%, even if year-one returned 50%, year-two lost 10%, and year-three gained 40%.

CAGR proves particularly valuable for crypto investing given extreme year-to-year volatility. It reveals the "smoothed" growth rate you've achieved, providing perspective beyond dramatic individual periods.

Risk-Adjusted Performance: The Professional Standard

Why Risk-Adjusted Returns Matter More Than Absolute Returns

Achieving 100% returns sounds impressive, but if that required accepting 80% maximum drawdown risk, was it worth it? Another portfolio delivering 60% returns with only 20% maximum drawdown might actually be superior despite lower absolute returns.

Risk-adjusted metrics evaluate returns relative to risk taken. Professional investors prioritize risk-adjusted performance over absolute returns because higher risk-adjusted returns indicate skillful investing rather than lucky risk-taking. Two critical principles: more return for given risk is better, and less risk for given return is better.

Sharpe Ratio: The Gold Standard

The Sharpe Ratio, developed by Nobel laureate William Sharpe, measures risk-adjusted returns by dividing excess returns (returns above risk-free rate) by standard deviation (volatility). Higher Sharpe Ratios indicate better risk-adjusted performance.

Sharpe Ratio = (Portfolio Return - Risk-Free Rate) / Portfolio Standard Deviation

A Sharpe Ratio above 1.0 is considered good, above 2.0 is very good, and above 3.0 is exceptional. Traditional equity portfolios typically achieve Sharpe Ratios of 0.5-1.0. Token Metrics indices targeting 1.5+ Sharpe Ratios demonstrate superior risk-adjusted performance.

When comparing indices, prioritize higher Sharpe Ratios over higher absolute returns. An index with 40% returns and 1.8 Sharpe Ratio likely provides better risk-adjusted value than an index with 60% returns and 1.2 Sharpe Ratio.

Sortino Ratio: Focusing on Downside Risk

The Sortino Ratio improves on Sharpe Ratio by considering only downside volatility (negative returns) rather than total volatility. This distinction matters because upside volatility (large gains) isn't truly "risk"—investors welcome positive surprises.

Sortino Ratio = (Portfolio Return - Risk-Free Rate) / Downside Deviation

Higher Sortino Ratios indicate portfolios that deliver returns efficiently while minimizing painful drawdowns. Token Metrics' focus on downside protection through diversification and risk management typically produces strong Sortino Ratios.

Calmar Ratio: Return Per Unit of Maximum Drawdown

The Calmar Ratio divides annualized return by maximum drawdown, measuring how much return you earn per unit of worst-case loss.

Calmar Ratio = Annualized Return / Maximum Drawdown

If an index delivers 50% annualized returns with 25% maximum drawdown, its Calmar Ratio is 2.0. Higher ratios indicate more efficient return generation relative to worst-case scenarios. Token Metrics indices emphasizing drawdown management typically show strong Calmar Ratios.

Volatility Metrics: Understanding the Ride

Standard Deviation: Measuring Total Volatility

Standard deviation quantifies how much returns fluctuate around their average. Higher standard deviation means more volatility—both upside and downside.

Cryptocurrency exhibits extreme volatility. Bitcoin's annualized volatility often exceeds 60-80%, compared to 15-20% for stock markets. Token Metrics indices typically show lower volatility than Bitcoin through diversification, though still higher than traditional assets.

When evaluating indices, consider your volatility tolerance. If 50% annual volatility causes anxiety impairing sleep or decision-making, choose lower-volatility indices even if that sacrifices some return potential.

Beta: Relative Volatility to Benchmarks

Beta measures how much a portfolio moves relative to a benchmark (typically Bitcoin for crypto indices). Beta of 1.0 means the portfolio moves identically with the benchmark. Beta above 1.0 indicates amplified movements (higher volatility), while beta below 1.0 indicates dampened movements (lower volatility).

Token Metrics large-cap indices typically show betas near 0.8-1.0 relative to Bitcoin—moving somewhat similarly but with slightly reduced volatility through diversification. Growth indices might show betas of 1.2-1.5, amplifying Bitcoin's movements for enhanced return potential at higher risk.

Understanding beta helps set appropriate expectations. If Bitcoin returns 30% and your index has beta of 1.2, expect approximately 36% returns. If Bitcoin declines 20%, expect approximately 24% decline.

Maximum Drawdown: Worst-Case Scenario

Maximum drawdown measures the largest peak-to-trough decline during any period. If a portfolio grows from $10,000 to $20,000, then drops to $12,000, the maximum drawdown is 40% (from $20,000 peak to $12,000 trough).

Maximum drawdown reveals worst-case scenarios—critical information for risk management. Can you psychologically and financially tolerate a 50% maximum drawdown? If not, avoid strategies historically experiencing such declines.

Token Metrics indices show varying maximum drawdowns based on strategy. Conservative large-cap indices might experience 40-50% maximum drawdowns during severe bear markets, while aggressive growth indices might see 60-70% drawdowns. Understanding these historical ranges helps set realistic expectations.

Downside Capture and Upside Capture Ratios

Downside capture measures how much of benchmark's negative returns a portfolio captures. 80% downside capture means when the benchmark declines 10%, the portfolio declines 8%—better downside protection.

Upside capture measures participation in benchmark gains. 120% upside capture means when the benchmark rises 10%, the portfolio rises 12%—enhanced upside participation.

Ideal portfolios combine high upside capture with low downside capture. Token Metrics indices achieving 110% upside capture and 85% downside capture demonstrate skill in capturing gains while protecting during declines.

Get Started For Free

Benchmark Comparisons: Relative Performance

Choosing Appropriate Benchmarks

Performance must be evaluated relative to relevant benchmarks. For crypto indices, appropriate benchmarks include Bitcoin (the dominant cryptocurrency), Ethereum (leading smart contract platform), total crypto market cap indices, and equal-weighted crypto indices.

Token Metrics provides benchmark comparisons for all indices, typically against Bitcoin and total market indices. Evaluate whether indices outperform or underperform these benchmarks after adjusting for risk.

Alpha Generation: Beating the Benchmark

Alpha measures returns exceeding benchmark returns after adjusting for risk. Positive alpha indicates skillful investing beating passive benchmark holding. An index delivering 40% returns when Bitcoin returned 30%, with similar risk profiles, generates positive alpha.

Token Metrics' AI-driven approach aims to generate consistent positive alpha through superior token selection, optimal diversification, and systematic rebalancing. Historical alpha generation provides evidence of whether indices add value beyond passive Bitcoin holding.

Tracking Error: Consistency of Outperformance

Tracking error measures how consistently a portfolio's returns differ from benchmarks. Low tracking error means returns closely match benchmarks, while high tracking error indicates returns diverge significantly—either positively or negatively.

For active strategies like Token Metrics indices, some tracking error is expected and desirable—that's how alpha is generated. But excessive tracking error indicates unpredictable performance making planning difficult.

Time-Period Analysis: Understanding Performance Consistency

Rolling Returns: Capturing All Periods

Rolling returns analyze performance across all possible time periods rather than just fixed calendar periods. For example, examining all possible one-year periods in a five-year track record (starting every day) rather than just comparing 2020 vs. 2021 vs. 2022.

Rolling returns reveal consistency. An index showing positive rolling one-year returns 80% of the time demonstrates more consistency than one positive only 50% of the time, even with similar average returns.

Token Metrics reports rolling returns for various periods, helping evaluate consistency across market conditions. Prefer indices with strong rolling return performance over those with dramatic but inconsistent results.

Performance in Different Market Conditions

Evaluate how indices perform across different market regimes including bull markets (strong uptrends), bear markets (sustained declines), sideways markets (range-bound conditions), and high volatility vs. low volatility periods.

Indices performing well in all conditions demonstrate robustness. Those performing well only in specific conditions require tactical timing for success. Token Metrics' adaptive AI aims for "all-weather" performance, though some indices intentionally specialize in particular conditions (momentum indices excel in trends, for example).

Drawdown Recovery: Bouncing Back

Beyond maximum drawdown magnitude, examine recovery time—how long portfolios take recovering to previous peaks after drawdowns. Faster recovery indicates resilience.

If two indices both experience 50% maximum drawdowns, but one recovers in 6 months while the other takes 2 years, the first demonstrates superior resilience. Token Metrics' systematic rebalancing and diversification typically support faster drawdown recovery than concentrated portfolios.

Practical Application: Using Metrics to Make Better Decisions

Selecting Indices Based on Your Profile

Use performance metrics to match indices with your investment profile. Conservative investors prioritize lower maximum drawdown, higher Sharpe/Sortino ratios, lower standard deviation, and consistent rolling returns even with moderate absolute returns.

Aggressive investors accept higher maximum drawdown, might tolerate lower Sharpe ratios for higher absolute returns, embrace higher volatility, and can handle inconsistent periods if upside is substantial.

Review Token Metrics' index performance data with these priorities in mind, selecting indices aligning with your risk-return preferences.

Monitoring Performance Over Time

After investing, monitor performance quarterly using key metrics including absolute and risk-adjusted returns relative to benchmarks, maximum drawdown tracking whether risk parameters are respected, consistency metrics like rolling returns, and comparison against initial expectations.

If an index consistently underperforms benchmarks on risk-adjusted basis for 12+ months, consider switching to alternatives better meeting objectives. But avoid reactive switching based on short-term underperformance—all strategies experience periods of weakness.

Setting Realistic Expectations

Performance metrics help set realistic expectations. If historical maximum drawdowns reached 60%, expect similar or worse in the future. If annual returns averaged 40% with 30% standard deviation, don't expect consistent 40% returns every year—expect dramatic variation around that average.

Token Metrics provides comprehensive historical data supporting realistic expectation-setting. Use this data to mentally prepare for inevitable volatility and drawdowns, preventing emotional reactions when they occur.

Red Flags and Warning Signs

Certain performance patterns raise concerns including consistently increasing maximum drawdowns each cycle, declining Sharpe Ratios over time, persistent underperformance vs. benchmarks, increasing volatility without corresponding return increase, and inconsistent methodology or strategy drift.

Monitor for these red flags. While Token Metrics maintains rigorous quality standards, all strategies face challenges. Being attentive to warning signs enables proactive adjustments before problems become severe.

Advanced Metrics for Sophisticated Investors

Information Ratio: Consistency of Alpha

The Information Ratio measures how consistently a portfolio generates alpha relative to tracking error—essentially measuring manager skill.

Information Ratio = Alpha / Tracking Error

Higher Information Ratios indicate skillful, consistent outperformance rather than lucky or erratic results. Token Metrics targeting Information Ratios above 0.5 demonstrates systematic alpha generation.

Omega Ratio: Complete Risk-Return Profile

The Omega Ratio evaluates the entire distribution of returns, capturing all moments (mean, variance, skewness, kurtosis) rather than just first two moments like Sharpe Ratio.

Higher Omega Ratios indicate superior risk-return profiles capturing nuances missed by simpler metrics. While complex to calculate, Token Metrics provides Omega Ratios for indices, offering sophisticated performance evaluation.

Tail Risk Metrics: Extreme Event Analysis

Tail risk metrics evaluate performance during extreme market conditions including Value at Risk (VaR), Conditional Value at Risk (CVaR), and skewness/kurtosis.

These metrics reveal how indices perform during "black swan" events—rare but catastrophic market crashes. Token Metrics' diversification and risk management aim to reduce tail risk compared to concentrated crypto positions.

Creating Your Performance Dashboard

Essential Metrics to Track

Build a performance dashboard tracking key metrics for your Token Metrics holdings including monthly absolute and benchmark-relative returns, year-to-date and inception-to-date returns, Sharpe and Sortino Ratios, current drawdown from peak, maximum drawdown history, and rolling one-year returns.

Review this dashboard quarterly, taking notes on performance patterns, concerns, and successes. This systematic tracking prevents both complacency during good times and overreaction during difficult periods.

Using Token Metrics Platform Analytics

Token Metrics platform provides comprehensive performance analytics eliminating manual calculation needs. Familiarize yourself with available reports, charts, and comparison tools. Use these resources to monitor your holdings and evaluate alternative indices.

Set up automated performance reports if available, receiving regular updates without requiring active checking. This ensures you stay informed while avoiding obsessive daily monitoring that encourages emotional reactions.

Sharing Performance Discussions

Consider engaging with Token Metrics community forums or discussion groups sharing performance observations and questions. Other investors' perspectives provide valuable context and help identify whether your experience is typical or exceptional.

While past performance never guarantees future results, collective intelligence from many users evaluating indices from different perspectives enriches understanding and improves decision-making.

Token Metrics: Driving Data-Driven Index Evaluation

Token Metrics offers users institutional-grade analytics and a wealth of index performance data in one convenient platform. Whether you are reviewing absolute returns, risk-adjusted metrics, or comparing indices to top crypto benchmarks, Token Metrics provides easy-to-understand charts, rolling performance snapshots, and advanced tools for anyone seeking thorough, data-informed analysis. These resources empower crypto investors to track, compare, and refine their portfolios using transparent, actionable performance insights.

FAQ

What is the most important metric for evaluating a crypto index?

No single metric is most important—well-rounded evaluation considers absolute returns, risk-adjusted performance (like Sharpe and Sortino ratios), maximum drawdown, and consistency versus benchmarks.

How often should investors review index performance data?

Quarterly reviews using comprehensive dashboards (tracking returns, drawdowns, risk ratios, and benchmark comparisons) help investors set realistic expectations and guide data-driven adjustments.

Why is volatility especially relevant for crypto indices?

Cryptocurrency is known for high volatility, which can affect investor psychology. Understanding historical volatility helps investors select indices that match risk tolerance and minimize unexpected stress.

How do Sharpe and Sortino ratios differ?

Both measure risk-adjusted returns, but Sharpe considers total volatility while Sortino considers only downside risk. High Sortino ratios indicate efficient downside protection.

Why compare crypto indices to benchmarks?

Benchmarks like Bitcoin or total crypto market indices provide a reference point. Comparing performance reveals if an index adds value through alpha or if it simply follows wider market trends.

Disclaimer

This article is for informational and educational purposes only and does not constitute financial advice, investment recommendations, or an offer to buy or sell any security or asset. Performance metrics and statistics discussed reflect historical data and should not be interpreted as guarantees of future outcomes. Past performance is not indicative of future results. Investors should conduct their own research and consult with qualified professionals before making investment decisions.

Get Started For Free

Choose from Platinum, Gold, and Silver packages
Reach with 25–30% open rates and 0.5–1% CTR
Craft your own custom ad—from banners to tailored copy
Perfect for Crypto Exchanges, SaaS Tools, DeFi, and AI Products