Research

Best Hardware Wallets for Security (2025)

Compare 2025’s most secure hardware wallets—by security model, UX, and coin support. Pick the right cold wallet for your stack.
Sam Monac
5 min
MIN

Why Hardware Wallets Matter in September 2025

If you hold crypto, your keys are everything—and the best hardware wallets still offer the strongest defense against malware, phishing, and exchange failures. A hardware wallet is a dedicated, offline signing device that stores private keys and authorizes transactions without exposing secrets to the internet. In 2025, rising on-chain activity and more sophisticated wallet-drainer attacks make physical key management table stakes for both retail and pros.
This guide is for investors, traders, and builders who want maximum security without killing usability. We compare leading devices across security architecture, open-source posture, coin coverage, UX, and ecosystem readiness—so you can match the right wallet to your risk profile and stack. Secondary considerations include “crypto hardware wallet” setup flows, “cold wallet” signing paths, and “secure crypto wallet” recovery options.

How We Picked (Methodology & Scoring)

  • Liquidity (30%) → Practical access to ecosystems: native apps, partner integrations, staking/buy features, and compatibility with third-party wallets.

  • Security (25%) → Secure elements, open-source/ reproducible builds, air-gapped flows (QR/PSBT), anti-exfiltration, audits, and recovery design.

  • Coverage (15%) → Supported chains and tokens (BTC, ETH/L2s, EVM, Solana, etc.).

  • Costs (15%) → Device price and any ongoing subscription/feature fees.

  • UX (10%) → Screen size, inputs, mobile/Bluetooth, onboarding, backups.

  • Support (5%) → Docs, firmware cadence, and customer support options.

We relied on official product and security pages, device docs, and transparency notes, using third-party market datasets only for cross-checks (no third-party links in body). Last updated September 2025.

Top 10 Hardware Wallets for Security in September 2025

1. Ledger (Nano X • Nano S Plus • Stax) — Best for broad ecosystem + Secure Element

  • Why Use It: Ledger pairs a Secure Element (CC EAL5+/EAL6+) with its BOLOS OS and a polished Ledger Live app for buy/swap/stake and 3rd-party wallet support. It’s the most ubiquitous stack, which means better app integrations and an easy path from cold storage to dApps when you need it. Ledger+2Ledger+2

  • Best For: Multi-chain users, DeFi dabblers, mobile-first holders, NFT collectors.

  • Notable Features: Secure Element, Ledger Live ecosystem, Bluetooth (Nano X), Stax E Ink touchscreen, optional Recover, 50+ wallet integrations. Ledger+1

  • Consider If: You prefer fully open-source firmware elsewhere.

  • Alternatives: Trezor, BitBox02

  • Regions: Global

  • Fees Notes: One-time device purchase; optional services may have fees.

2. Trezor (Model T • Safe 3) — Best open-source experience

  • Why Use It: Trezor prioritizes open-source firmware, transparent security docs, and a clean desktop suite. The Safe 3 adds a Secure Element while keeping passphrase and on-device confirmations simple enough for new users. Trezor+1

  • Best For: Open-source purists, long-term BTC/ETH holders, privacy-minded users.

  • Notable Features: Trezor Suite, passphrase, open-source firmware, Secure Element (Safe 3), Bitcoin-only variant available. Trezor

  • Consider If: You need Bluetooth/mobile-first; consider Ledger or Jade.

  • Alternatives: Ledger, BitBox02

  • Regions: Global

  • Fees Notes: One-time device purchase; no subscription.

3. BitBox02 (Shift Crypto) — Best for microSD backups + minimalism

  • Why Use It: Swiss-built, open-source, and elegantly simple, BitBox02 uses a secure chip plus epoxy potting and a microSD for fast, offline backups. It’s a great blend of transparent design and sane UX. bitbox.swiss+1

  • Best For: Beginners who want a short setup, devs who value open code, travelers who like microSD backups.

  • Notable Features: microSD backup/restore, dual-chip with secure element, open-source, in-app guide. bitbox.swiss

  • Consider If: You need QR signing; look at Keystone or Passport.

  • Alternatives: Trezor, Keystone

  • Regions: Global

  • Fees Notes: One-time device purchase.

4. COLDCARD (Mk4 / Q) — Best for Bitcoin-only, air-gapped PSBT

  • Why Use It: Long favored by security maximalists, Coldcard is designed for fully air-gapped, PSBT-first workflows. Duress/tamper PINs, seed scrambling, and reproducible builds make it a fortress for BTC savings. coldcard.com+1

  • Best For: Long-term Bitcoin cold storage, multisig operators, security pros.

  • Notable Features: True air-gapped via MicroSD, PSBT (BIP174), anti-tamper features, duress/multisig tooling. coldcard.com

  • Consider If: You need altcoins; choose Ledger, Trezor, or BitBox02.

  • Alternatives: Passport, Jade

  • Regions: Global

  • Fees Notes: One-time device purchase.

5. Keystone 3 Pro — Best for QR signing across many chains

  • Why Use It: Keystone focuses on fully air-gapped QR workflows—no USB, Bluetooth, Wi-Fi, or NFC—plus Shamir backups and strong multisig support. The 3 Pro adds three security chips and tight compatibility with leading wallet apps. keyst.one+1

  • Best For: Multisig setups, DeFi users who prefer QR signing, mobile users.

  • Notable Features: QR-only air-gap, multi-chip architecture, wide app compatibility, fingerprint unlock, large screen. keyst.one+1

  • Consider If: You want a huge desktop screen (see Lattice1).

  • Alternatives: Passport, Jade

  • Regions: Global

  • Fees Notes: One-time device purchase; optional accessories.

6. Blockstream Jade (Classic / Plus) — Best affordable open-source (Bitcoin & Liquid)

  • Why Use It: Jade is open-source with optional air-gapped camera signing, Anti-Exfil, and a friendly app. It’s a strong value pick for Bitcoiners who still want modern conveniences like Bluetooth and battery power. blockstream.com

  • Best For: Bitcoin users, Liquid asset holders, open-source fans.

  • Notable Features: Camera for QR, air-gapped transactions, Anti-Exfil, Bluetooth, optional stateless mode. blockstream.com

  • Consider If: You want more chains; consider Ledger/Trezor.

  • Alternatives: COLDCARD, Passport

  • Regions: Global

  • Fees Notes: One-time device purchase.

7. GridPlus Lattice1 — Best for big screen review & SafeCards

  • Why Use It: A 5" touchscreen and SafeCards make policy controls and multi-wallet management feel enterprise-grade. The Secure Enclave and card model are great for households, teams, or power users who hate “blind signing.” GridPlus+2docs.gridplus.io+2

  • Best For: Institutions, multisig coordinators, collectors with many addresses.

  • Notable Features: Large display, Secure Enclave, SafeCards for key portability/limits, policy rules, robust desktop UX. docs.gridplus.io

  • Consider If: You want ultra-portable or budget under $150.

  • Alternatives: Ledger Stax, Keystone

  • Regions: Global

  • Fees Notes: One-time device purchase; SafeCards sold separately.

8. Foundation Passport (Core) — Best for QR + Bitcoin privacy flows

  • Why Use It: Passport emphasizes QR signing, clean UX, and Bitcoin-only focus. Thoughtful hardware (camera, microSD) and transparent docs make it a favorite for air-gapped, privacy-first workflows. Foundation+1

  • Best For: Bitcoin-only users, privacy fans, QR-centric multisig.

  • Notable Features: QR signing, microSD for firmware/PSBT, premium build, open-source ethos. docs.foundation.xyz

  • Consider If: You need altcoins/EVM—choose Ledger or Keystone.

  • Alternatives: COLDCARD, Jade

  • Regions: Global

  • Fees Notes: One-time device purchase.

9. SafePal S1 / S1 Pro — Best budget air-gapped option

  • Why Use It: SafePal delivers QR-based, fully air-gapped signing with a Secure Element (CC EAL6+) at a very accessible price point, plus a companion app for swaps and DeFi. Great for newcomers who still want true offline signing. safepal.com+1

  • Best For: Budget buyers, mobile users, “first hardware wallet.”

  • Notable Features: QR signing, Secure Element (EAL6+), self-destruct/anti-tamper, rich app integrations. safepal.com

  • Consider If: You prefer fully open-source firmware (see Trezor/BitBox/Jade).

  • Alternatives: Tangem, Ledger Nano S Plus

  • Regions: Global

  • Fees Notes: One-time device purchase; in-app services may incur fees.

10. Tangem Wallet (2- or 3-card set) — Best card-based, seedless recovery model

  • Why Use It: Tangem uses NFC cards with an EAL6+ secure chip and a 25-year warranty, removing seed phrases in favor of multi-card backups. Tap-to-sign is intuitive, and the rugged, battery-free design suits travel and daily carry. Tangem

  • Best For: Everyday spenders, beginners who fear seed phrases, travelers.

  • Notable Features: Seedless multi-card backup, EAL6+ chip, IP69K-rated durability, NFC tap-to-sign, long warranty. Tangem

  • Consider If: You want a traditional BIP39 seed and broad third-party wallet support.

  • Alternatives: SafePal S1, Keystone

  • Regions: Global

  • Fees Notes: One-time card set; no charging required.

Decision Guide: Best By Use Case

  • Broad multi-chain + best ecosystem: Ledger

  • Fully open-source first: Trezor, BitBox02, Blockstream Jade

  • Bitcoin-only vaulting: COLDCARD, Passport, Jade

  • QR / air-gapped multisig: Keystone, Passport, Jade

  • Large screen & team workflows: GridPlus Lattice1

  • Budget under $100 (often): SafePal S1, Jade (promos), Trezor Safe 3

  • Seedless, card-based: Tangem

  • Mobile/Bluetooth convenience: Ledger Nano X, Jade

How to Choose the Right Hardware Wallet (Checklist)

  • Confirm security model: Secure Element, open-source, air-gap/QR, PSBT.

  • Match coverage to your assets (BTC-only vs multi-chain/EVM/Solana).

  • Check ecosystem access: companion app, 3rd-party wallet support.

  • Weigh UX: screen size, buttons/touch, Bluetooth, mobile pairing.

  • Review recovery: BIP39/Shamir vs seedless cards; where you’ll store backups.

  • Validate firmware cadence and support.

  • Red flags: blind-signing unclear data; closed update channels; no documented security page.

Use Token Metrics With Any Hardware Wallet

Turn cold storage into a smarter strategy:

  • AI Ratings to screen tokens you plan to hold.
  • Narrative Detection to catch momentum early.

  • Portfolio Optimization to size positions and balance risk.

  • Alerts & Signals to monitor entries/exits—without moving your keys.

Workflow: Research on Token Metrics → Pick assets → Acquire & secure with your wallet → Track performance + alerts.

Primary CTA: Start free trial

Security & Compliance Tips

  • Enable PIN + passphrase (where supported) and store backups offline.

  • Prefer air-gapped/QR or PSBT flows for high-value moves.

  • Verify addresses and amounts on-device; avoid blind signing.

  • Keep firmware up to date; download only from official sources.

  • Separate daily hot spending from long-term cold storage.

This article is for research/education, not financial advice.

Beginner Mistakes to Avoid

  • Keeping the only seed phrase in a single location.

  • Re-using the same device for testnets and main funds.

  • Blind-signing smart-contract approvals you don’t understand.

  • Leaving device uninitialized/unpinned in a desk drawer.

  • Buying from unofficial marketplaces or “pre-set up” resellers.

FAQs

What is a hardware wallet?
A hardware wallet is a physical device that stores private keys and authorizes transactions offline, reducing exposure to malware and phishing compared to software wallets.

Do I need a hardware wallet if I use a centralized exchange?
If an exchange is hacked or freezes withdrawals, you can lose access. A hardware wallet lets you self-custody, so you control keys and recovery—many users keep long-term holdings in cold storage and only move funds when needed.

Is a Secure Element required?
Not required, but many devices use a CC EAL5+/EAL6+ Secure Element to resist physical extraction. Open-source firmware and verifiable builds also matter—evaluate the whole model, not just one spec. Ledger

What’s the difference between air-gapped QR and USB/Bluetooth?
QR/PSBT keeps signing data offline via camera or microSD. USB/Bluetooth devices can still be safe if the secret keys never leave the secure chip and screens verify data—choose the flow you’ll actually use correctly. coldcard.com+1

Can I use one wallet for multiple chains?
Yes—multi-chain devices (e.g., Ledger, Trezor, Keystone) support many networks. Bitcoin-focused devices (COLDCARD, Passport, Jade) prioritize BTC security and workflows.

How often should I rotate or back up?
Back up at setup, test recovery once, and review backups quarterly. Rotate seeds if you suspect exposure, or after major life changes.

Conclusion + Related Reads

If you want the widest ecosystem, Ledger is tough to beat. Prefer open-source? Trezor or BitBox02 are excellent defaults. For Bitcoin vaulting, COLDCARD, Jade, or Passport shine. Need team or household management? Lattice1. Budget-friendly air-gap? SafePal. Seedless and ultra-portable? Tangem.
Pick a model you’ll use correctly—then let Token Metrics guide what goes inside it.

Related Reads:

  • Best Cryptocurrency Exchanges 2025

  • Top Derivatives Platforms 2025

  • Top Institutional Custody Providers 2025

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AI Agents in Minutes, Not Months
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Token Metrics Team
Token Metrics Team

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Research

Understanding Web3: How It Differs From Today's Internet

Token Metrics Team
4
MIN

Introduction

The internet has become an integral part of modern life, continually evolving since its inception. In recent years, a new paradigm called Web3 has emerged, promising to reshape how users interact with digital platforms. This blog post explores the fundamental differences between Web3 and the current internet, often referred to as Web2, to clarify what Web3 entails and its potential impact.

What Is Web3?

Web3 represents the next phase of the internet, built on the principle of decentralization. Unlike the current centralized internet infrastructure, Web3 aims to distribute control away from traditional intermediaries like corporations and governments to users and communities. Key technologies underpinning Web3 include blockchain, decentralized finance (DeFi), non-fungible tokens (NFTs), and decentralized autonomous organizations (DAOs).

At its core, Web3 is designed to empower users to own and control their data, digital assets, and online identities through cryptographic proof rather than relying on centralized entities. This shift holds the promise of enhanced privacy, improved security, and greater transparency across digital services.

How Web3 Differs From the Current Internet

The current internet, or Web2, is characterized by centralized platforms such as social media networks, content-sharing sites, and cloud service providers. These platforms control user data and have significant influence over digital ecosystems. Web3 introduces several pivotal differences:

  • Decentralization: Traditional web services store data on central servers. Web3 applications (dApps) operate on decentralized networks like Ethereum, distributing data across many nodes.
  • Data Ownership and Privacy: In Web3, users have sovereignty over their personal data via cryptographic keys, reducing dependency on intermediaries.
  • Trustless Interactions: Web3 uses smart contracts to automate transactions without requiring trust in a third party, enhancing transparency.
  • Monetization and Incentives: Users can directly monetize their contributions or assets through tokens without relying on platform-controlled advertising models.

Key Technologies Enabling Web3

A few seminal technologies make the Web3 vision feasible:

  1. Blockchain: A distributed ledger technology providing an immutable record of transactions and data accessible to all network participants.
  2. Cryptographic wallets: Tools that allow users to manage private keys securely, facilitating ownership and transaction signing.
  3. Smart contracts: Self-executing contracts with the terms directly written into code, automating agreements and processes without intermediaries.
  4. Decentralized storage: Networks like IPFS provide distributed data hosting, improving resilience and censorship resistance.

These technologies collectively foster environments where decentralized applications can function effectively, distinguishing Web3 from legacy web systems.

Impact of AI Research Tools in Understanding Web3

Analyzing the Web3 space requires comprehensive research and understanding of complex, rapidly evolving technologies. AI-driven research platforms like Token Metrics use machine learning and data analytics to provide insights into blockchain networks, emerging protocols, and token metrics. By leveraging these tools, researchers and enthusiasts can assess technological fundamentals and ecosystem trends in a structured, data-informed manner, facilitating a clearer understanding of Web3 developments.

Practical Considerations for Exploring Web3

For those interested in exploring Web3, keeping the following factors in mind can enhance comprehension and engagement:

  • Focus on fundamentals: Evaluate protocols and projects based on technology, use case, and community involvement.
  • Understand risk: Web3 technologies are experimental and subject to regulatory and technical challenges.
  • Use credible research tools: Platforms like Token Metrics offer analytical data that aid in objective evaluation.
  • Stay informed: The Web3 landscape evolves rapidly, requiring continuous learning and monitoring.

Future Outlook: Web3 vs. Web2

While Web3 promises a more decentralized and user-empowered internet, it is essential to consider practical implications. Adoption hurdles, scalability, user experience, and regulatory frameworks will shape its trajectory. Unlike Web2, which offers convenience and centralized control, Web3 emphasizes autonomy and distributed governance. The future internet may well integrate strengths from both models, providing a hybrid approach that balances user control with usability.

Conclusion

Web3 represents a transformative vision for the internet, aiming to decentralize control and enhance user ownership of data and digital assets. Its key distinctions from the current internet (Web2) include decentralization, trustless interactions, and new economic models. Technologies like blockchain and smart contracts drive these changes, supported by analytical tools such as Token Metrics that aid in navigating this complex environment. As Web3 continues to evolve, understanding its fundamentals remains crucial for anyone interested in the future of the internet.

Disclaimer

This blog post is intended for educational and informational purposes only and does not constitute financial or investment advice. Readers should conduct their own research and consider their risk tolerance before engaging with Web3 technologies or cryptocurrencies.

Research

Understanding Why Blockchain Transactions Are Irreversible

Token Metrics Team
5
MIN

Introduction

The concept of irreversible transactions is a foundational aspect of blockchain technology and cryptocurrencies. Unlike traditional banking systems where transactions can be reversed or disputed, blockchain transactions are designed to be permanent and unalterable once confirmed. This unique feature raises an important question: why are blockchain transactions irreversible? This article delves into the fundamental principles, technological mechanisms, and security frameworks that underpin transaction irreversibility in blockchains. In addition, it highlights how analytical and AI-driven research platforms such as Token Metrics can help users better understand the underlying dynamics.

Basics of Blockchain Transactions

To answer why blockchain transactions are irreversible, it is essential to understand what constitutes a blockchain transaction. At its core, a blockchain is a decentralized and distributed digital ledger of transactions, grouped into blocks and linked through cryptographic hashes.

  • Transaction creation: Users initiate transactions by digitally signing them with private keys, ensuring authenticity and ownership.
  • Broadcast and validation: Transactions are broadcast to a network of nodes, where consensus algorithms validate and verify them based on predefined rules.
  • Inclusion in blocks: Validated transactions are bundled into a block.
  • Linking blocks into a chain: Each block references the previous block through a cryptographic hash, forming a chronological chain.

Once a transaction is included in a confirmed block, it becomes part of the immutable ledger, considered permanent and irreversible.

Role of Immutability and Cryptography

Immutability is the cornerstone of transaction irreversibility. Blockchain achieves immutability using cryptographic techniques and decentralized consensus.

  • Cryptographic hashes: Each block contains a hash of the previous block, creating a tamper-evident chain. Changing any transaction data in a previous block alters its hash and breaks the chain's continuity.
  • Digital signatures: Transactions are signed by senders using private keys, and their validity is verified through public keys.
  • Decentralization: Since multiple nodes maintain copies of the ledger, altering one copy would require overwhelming control over the network to rewrite history, which is prohibitively difficult.

This design ensures that once a transaction is confirmed and embedded in a block, it is computationally infeasible to modify or reverse it without consensus from the majority of the network.

Consensus Mechanisms and Finality

Consensus algorithms play an essential role in determining when transactions are considered final and irreversible.

  • Proof of Work (PoW): In PoW systems like Bitcoin, miners solve complex puzzles to add new blocks. The longer the subsequent chain grows past a block, the more secure and irreversible the transactions within it become, as rewriting would require significant energy expenditure.
  • Proof of Stake (PoS) and others: Other consensus models like PoS, delegated PoS, or Byzantine Fault Tolerant algorithms offer different methods of achieving agreement but similarly provide guarantees on transaction finality.

Network participants generally treat transactions as irreversible after a certain number of confirmations (additional blocks). This requirement reduces risks from temporary forks or reorganizations.

Technical Challenges to Reversing Transactions

Reversing a blockchain transaction would entail rewriting the blockchain history, which is impeded by several technical realities:

  1. Hash chain dependency: Because every block contains the hash of its predecessor, any change would cascade through the chain, invalidating all subsequent blocks.
  2. Network consensus: The majority of nodes must agree on a change, which is practically impossible in secure, well-distributed networks without control of a 51% attack.
  3. Resource expenditure: The computational power and time required to modify past transactions increase exponentially with block depth.

Therefore, even accidental or malicious attempts to reverse a transaction face insurmountable obstacles.

Practical Implications of Irreversibility

The irreversible nature of blockchain transactions carries both benefits and risks.

  • Benefits: Enhanced security against fraud and censorship, fostering trust in decentralized financial systems.
  • Risks: Users need to exercise caution, as mistakes such as sending to incorrect addresses or falling victim to scams cannot be undone.

Understanding these implications is critical for users engaging with blockchain-based systems, and tools like Token Metrics provide data-driven insights to enhance awareness and decision-making.

How AI and Analytics Support Understanding

With the growing complexity of blockchain ecosystems, AI-driven platforms are increasingly valuable for dissecting transaction behaviors and network health.

  • Transaction analysis: AI can identify patterns, potential risks, or anomalies in blockchain activity.
  • Market insights: Analytical tools can augment research on transaction volumes, confirmation times, and network congestion.
  • Educational resources: Platforms such as Token Metrics leverage AI to provide accessible metrics and ratings that inform users about blockchain projects and technologies.

Utilizing these resources supports a better grasp of the irreversible nature of transactions and the broader blockchain infrastructure.

Conclusion

Blockchain transaction irreversibility is rooted in the technology’s core principles of immutability, decentralization, and consensus-driven finality. These mechanisms collectively ensure that once a transaction is recorded on the blockchain and sufficiently confirmed, it cannot be altered or undone without prohibitive computational effort and majority network control. While irreversible transactions provide robust security and trustlessness, they also emphasize the importance of user diligence. Leveraging AI-powered analytical tools like Token Metrics can enhance comprehension and navigational confidence within blockchain ecosystems.

Disclaimer

This article is intended for educational purposes only and does not constitute financial advice. Readers should conduct their own research using varied sources, including specialized platforms such as Token Metrics, before engaging with blockchain or cryptocurrency activities.

Crypto Basics

What Indicators Should I Use for Technical Crypto Analysis?

Token Metrics Team
8 min
MIN

If you’re serious about trading cryptocurrency, technical analysis (TA) is an essential skill. It helps you understand price movements, predict trends, and identify high-probability entry and exit points.

But with hundreds of technical indicators available, one common question is: “Which indicators should I use for technical analysis?”

In this guide, we’ll break down the most effective indicators for crypto trading, explain how they work, and show you how Token Metrics combines them with AI-driven insights to help you trade smarter.

Why Use Technical Indicators in Crypto?

Unlike traditional stocks, cryptocurrency markets trade 24/7, are more volatile, and are largely driven by sentiment and speculation.

Technical indicators help you:

  • Identify trends (bullish or bearish).

  • Pinpoint support and resistance levels.

  • Detect overbought or oversold conditions.

  • Find entry and exit points with better timing.

The key is not using one indicator in isolation but combining multiple tools for confirmation—which is exactly what Token Metrics does with its AI-driven trading signals.

The Most Important Indicators for Technical Analysis

Here are the must-know indicators for crypto traders:

1. Moving Averages (MA & EMA)

What they do:
Moving averages smooth out price data to help you identify overall market direction.

  • Simple Moving Average (SMA): Calculates the average closing price over a set period (e.g., 50-day, 200-day).

  • Exponential Moving Average (EMA): Gives more weight to recent prices, making it more responsive.

How to use them:

  • Golden Cross: When the 50-day MA crosses above the 200-day MA → bullish signal.

  • Death Cross: When the 50-day MA crosses below the 200-day MA → bearish signal.

Best for:
Spotting long-term trends and momentum.

2. Relative Strength Index (RSI)

What it does:
RSI measures price momentum and identifies overbought (70+) or oversold (30-) conditions.

How to use it:

  • Above 70: Asset may be overbought → possible pullback.

  • Below 30: Asset may be oversold → potential bounce.

Best for:
Finding reversal points and confirming trend strength.

3. Moving Average Convergence Divergence (MACD)

What it does:
MACD measures the relationship between two EMAs (usually 12-day and 26-day) and generates buy/sell signals based on crossovers.

How to use it:

  • Bullish crossover: MACD line crosses above the signal line.

  • Bearish crossover: MACD line crosses below the signal line.

Best for:
Spotting trend changes early.

4. Bollinger Bands

What they do:
Bollinger Bands create a price channel around an asset using a moving average plus/minus two standard deviations.

How to use them:

  • Price near upper band: Potential overbought condition.

  • Price near lower band: Potential oversold condition.

  • Band squeeze: Indicates upcoming volatility.

Best for:
Predicting volatility and identifying breakout opportunities.

5. Volume Indicators (OBV & VWAP)

What they do:
Volume indicators confirm price movements and help spot trend strength.

  • On-Balance Volume (OBV): Tracks buying/selling pressure.

  • VWAP (Volume-Weighted Average Price): Shows average price relative to volume.

Best for:
Confirming whether a trend is supported by strong trading volume.

6. Fibonacci Retracement

What it does:
Identifies key support and resistance levels based on Fibonacci ratios (23.6%, 38.2%, 50%, 61.8%, etc.).

How to use it:

  • Place retracement levels between swing highs and lows to find potential pullback or breakout zones.

Best for:
Setting targets and identifying price zones for entries/exits.

7. Stochastic Oscillator

What it does:
Measures price momentum by comparing closing prices to recent price ranges.

How to use it:

  • Above 80: Overbought.

  • Below 20: Oversold.

  • Use crossovers for potential buy/sell signals.

Best for:
Short-term traders looking for momentum shifts.

8. Ichimoku Cloud

What it does:
Provides a complete view of trend, momentum, and support/resistance levels in one indicator.

How to use it:

  • Price above cloud: Bullish.

  • Price below cloud: Bearish.

  • Cloud crossovers: Signal trend reversals.

Best for:
Swing traders who need multi-factor confirmation in one tool.

How Token Metrics Combines Indicators with AI

Instead of manually tracking dozens of indicators, Token Metrics uses AI to analyze 80+ technical, fundamental, and sentiment-based data points for each asset—giving you actionable insights without the guesswork.

Here’s how:

1. AI-Powered Bullish & Bearish Signals

Our system combines RSI, MACD, MAs, and more to generate real-time buy/sell signals.

2. Trader & Investor Grades

  • Trader Grade: Helps short-term traders focus on cryptos with strong technical setups.

  • Investor Grade: Identifies long-term investment opportunities with strong fundamentals.

3. Narrative Detection

Token Metrics tracks emerging narratives (AI tokens, DeFi, etc.) so you can spot trends before they explode.

4. AI-Managed Indices

Don’t want to analyze charts? Our AI-driven indices automatically rebalance portfolios using technical indicators and market conditions.

How to Combine Indicators Effectively

The most successful traders don’t rely on one indicator. Instead, they combine them for confirmation.

Example:

  • Use RSI to spot oversold conditions.

  • Confirm with MACD bullish crossover.

  • Check volume to ensure strong buying pressure.

When multiple indicators align, your trade has a higher probability of success—and Token Metrics does this automatically.

Advanced Tips for Using Indicators

  1. Don’t Overload: Use 3–5 indicators for clarity.

  2. Adjust for Volatility: Crypto is more volatile than stocks—shorten timeframes for faster signals.

  3. Combine With Fundamentals: Use Token Metrics Investor Grades to pair TA with project fundamentals.

  4. Practice Risk Management: Even the best indicators fail—always use stop-loss orders.

Final Thoughts

So, what indicators should you use for technical analysis?

Start with moving averages, RSI, MACD, Bollinger Bands, and Fibonacci levels—then add volume indicators and advanced tools like the Ichimoku Cloud as you gain experience.

But here’s the truth: indicators are only as good as the trader using them. That’s why Token Metrics simplifies the process by combining dozens of technical indicators with AI-powered analysis, giving you clear, actionable insights for smarter trades.

Whether you’re a day trader or a long-term investor, Token Metrics helps you use technical indicators strategically—not emotionally.

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