Research

Non-Fungible Token (NFT): What It Means and How It Works?

Learn more about an NFT, or non-fungible token, and how it works.
Token Metrics Team
12 minutes
MIN

The most expensive NFT sale to date was Beeple's Everydays: The First 5000 Days, which sold for $69.3 million. This highlights the growing interest in NFTs and the potential for them to be used as a vehicle for sharing virtually any form of media using the blockchain.

But what is an NFT? Let's find out.

What is an NFT?

NFTs, or non-fungible tokens, are unique digital assets with blockchain-managed ownership. They are stored on a blockchain and cannot be replicated or destroyed, making them resistant to tampering. NFTs can represent a wide range of items, including game items, digital art, collectibles, event tickets, and even ownership records for physical assets.

Unlike traditional cryptocurrencies, which are interchangeable and can be easily replicated, NFTs are non-fungible, meaning they have unique qualities that make them one-of-a-kind. This is why NFTs have gained popularity in the art world, where they can be used to verify the authenticity of a digital artwork and ensure that it cannot be copied or stolen.

How Can We Ensure Unique Authenticity?

When someone purchases an NFT, they not only receive the artwork itself, but also a digital receipt that proves that the piece is original, unique, and authentic. This receipt is stored on the blockchain and can be easily accessed and verified by anyone who wants to confirm the ownership and authenticity of the NFT.

While it is technically possible for someone to take a screenshot of an NFT and claim that they own it, this does not give them legal ownership of the artwork. Just like taking a picture of the Mona Lisa at the Louvre does not mean that you own the painting, taking a screenshot of an NFT does not give you ownership of the artwork.

To legally own an NFT, you must purchase it using cryptocurrency and store it in a virtual showcase. This allows you to own and display your artwork in a way that is secure and verifiable, and it ensures that you are the legal owner of the NFT.

NFT Basics You Need To Know

Non-fungible tokens (NFTs) are unique digital files that are stored on a blockchain. A blockchain is a decentralized, public digital ledger that records every transaction that takes place on the decentralized web. This means that the entire history of an NFT, including its creator, properties, transactions, and smart contracts, is backed by a powerful blockchain.

NFTs are different from fungible tokens, such as Bitcoin or Ethereum, which are interchangeable and store value. In contrast, NFTs store data on the blockchain, making them unique and non-replicable.

Important Traits Of NFTs

Some key characteristics of NFTs include:

  • Digital ownership: NFTs are owned and controlled by the individuals who hold them in their digital wallets.
  • Permanent: The data associated with an NFT is permanently stored within the token itself. This can include images, messages, signatures, or any other data.
  • Permission-less: NFTs can be built on a permission-less blockchain, such as Ethereum, meaning that anyone can create and use them.
  • Programmable: Because an NFT is just a piece of code on a blockchain, it can be programmed to have various attributes. For example, an NFT artwork might be programmed to pay the artist royalties on every secondary sale of that artwork.
  • Unique: The uniqueness of an NFT can be verified on the blockchain, ensuring that it is one-of-a-kind and cannot be replicated.

How to Own One? 

To create an NFT, there are several steps that you can follow:

  1. Get your media ready: NFTs support a variety of file types, such as MP3 audio, JPG and PNG images, and 3D files like GLB.
  2. Set up a non-custodial wallet: This will allow you to securely store the cryptocurrency that you will use to buy, sell, and create NFTs. Wallets are also necessary for signing in and creating accounts on NFT marketplaces.
  3. Buy Ethereum or other fungible tokens: You will need to purchase cryptocurrency to cover the cost of minting your NFT.
  4. Connect your wallet to an NFT marketplace: Popular options include Rarible and OpenSea. Connect your wallet by tapping the "Connect" button in the top right corner of the screen. This will create your account and allow you to start creating, minting, and selling your NFTs.
  5. Upload your file and describe your asset: Once you have connected your wallet, you can upload your file to the marketplace and provide a description of your asset. Decide if you want to create a standalone piece or multiple copies of the same NFT.
  6. Mint your NFT: The minting process requires Ethereum for transaction approvals. Once complete, your digital artwork will be ready to be traded and purchased on the marketplace.

Once you have created your NFT, there are several things that you can do with it:

  • Buy and sell it on a marketplace
  • Trade or gift it to others
  • Use it in apps or games
  • Showcase your public NFT inventory on a platform or social media.

The Secondary Markets for NFTs

NFT minting platforms enable creators to create non-fungible tokens (NFTs) to retain more control over their creative output. These NFTs can be sold on the following secondary marketplaces:

  • OpenSea: The first and largest marketplace for NFTs, OpenSea is committed to using open protocols like Ethereum and interoperable standards like ERC-721 and ERC-1155 to enable new digital economies. The platform allows consumers to trade items freely, creators to launch new digital works, and developers to build marketplaces for their digital items. It recently launched the beta version of its Solana-based NFT marketplace.
  • Coinbase NFT: Coinbase recently opened its NFT marketplace to the public in beta. The marketplace acts as a social media platform where users can buy, sell, and interact with NFTs. It aims to make minting, purchasing, showcasing, and discovering NFTs easier.
  • Solanart: Solanart is the first and largest fully-fledged NFT marketplace on Solana. Users can easily access digital collectibles and explore, buy, and sell NFTs that run on the Solana blockchain.
  • Rarible: Rarible is a do-it-yourself NFT marketplace where creators can mint NFTs with ease. The platform's native governance token, "RARI," is used to incentivize users and give the community a voice. However, unrestricted access means that Rarible has become a place for people to mint counterfeit versions of existing NFTs.
  • Nifty Gateway: Owned by the Gemini crypto exchange, Nifty Gateway is a popular NFT marketplace that focuses on user-friendly and viral drops by celebrated artists.
  • SuperRare: SuperRare (SR) is one of Ethereum's first crypto-art NFT marketplaces. Only accepted artists can participate in the platform, where users can discover, buy, and sell tokenized digital art and showcase their collections.

The demand for secondary NFT sales is growing rapidly, leading to increased competition among these marketplaces. Like the early days of Web 1 and 2.0, the emergence of Web 3.0 has created an open market where these platforms must find ways to attract and retain customers.

Some Notable NFT Projects

The thriving NFT market has led to the launch of several high-value projects, including the following companies:

  • Yuga Labs: a blockchain technology company that develops Ethereum-based NFTs and digital collectibles. Yuga's first project, Bored Ape Yacht Club, is one of the most valuable NFT collectibles in the space. The company has also rewarded its holders with free NFTs and other perks. Yuga Labs recently acquired Larva Labs, which brings high-value projects like Cryptopunks and Meebits under the Yuga brand. The company is backed by investors like Coinbase, Samsung, and Mark Cuban.
  • Doodles: a collection of 10,000 Ethereum-based NFTs featuring unique visual traits designed by BurntToast. The Doodles collection includes rare heads, costumes, and colorways, and the universe is ever-expanding. Owners of Doodles have exclusive access to new products, merchandise, and events.
  • Okay Bears: a collection of 10,000 Solana-based NFTs. Ownership of an Okay Bear grants access to a virtuous community that will extend beyond the internet into the real world.

‍The Future of NFTs

Blockchain technology is known for its ability to represent assets and prove ownership. NFTs take this a step further by enabling people to potentially purchase non-fungible assets like land and gold. The global market cap for gold and real estate is over $300 trillion, so even a small percentage of that being tokenized would greatly increase the total crypto market cap. Tokenized real estate offers ordinary people the opportunity to invest in real estate, which has traditionally been difficult for the average person to participate in.

NFTs also have applications in other industries. For example, Nike recently filed a patent for NFT-enabled sneakers called "CryptoKicks." In 2019, Louis Vuitton announced plans to use NFTs to track the ownership of luxury fashion items. NFTs can also be used to tokenize certifications, degrees, and licenses, as well as sensitive data like medical records. The potential for NFTs to show ownership of any non-fungible commodity, whether real or virtual, is vast.

In conclusion, the use of non-fungible tokens (NFTs) has expanded beyond digital art and collectibles to include a wide range of real and virtual assets. The ability of NFTs to represent and prove ownership offers exciting possibilities for industries such as real estate, fashion, and even healthcare. As the technology and market continue to evolve, the potential applications for NFTs are endless.

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Token Metrics Team

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Research

Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

Token Metrics Team
6 min
MIN

Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

The cryptocurrency market is experiencing a significant narrative shift, with Ethereum and Base ecosystem projects leading the charge in early 2025. Recent market analysis reveals a concentrated rally in ETH-related tokens, presenting both opportunities and risks for crypto traders.

The Current Market Narrative: Ethereum Dominance

The crypto market has entered what experts are calling "Ethereum season," with ETH positioning itself as the number two highest-rated token in terms of trader grade. This surge isn't coincidental – it's driven by several key factors:

Public Treasury Adoption

Major corporations are increasingly adding Ethereum to their treasury holdings, following the path Bitcoin paved. This institutional adoption has created sustained buying pressure, with Ethereum benefiting from the same "digital gold" narrative that propelled Bitcoin to new heights.

Base Ecosystem Explosion

Coinbase's Layer 2 solution, Base, has become the most relevant L2 network, overtaking Arbitrum's previous dominance. The recent rebranding of Coinbase Wallet to the "Base app" has created a powerful ecosystem effect, benefiting projects deeply integrated with Base infrastructure.

Top Performing Tokens in the Ethereum/Base Narrative

1. Aerodrome (AERO) - The Base Liquidity King

Current Market Cap: $1.2 billion
FDV: $2.3 billion

Aerodrome has emerged as the go-to liquidity solution for the Base ecosystem. With its tight integration into Coinbase's Base app ecosystem, AERO has significant upside potential as the Base app remains in limited beta. Once full access opens to Coinbase's broader user base, liquidity demand could skyrocket.

Key Advantages:

  • Direct Coinbase backing and integration
  • Lower market cap compared to competitors
  • Strong correlation with overall Base ecosystem growth
  • First-mover advantage in Base liquidity provision

2. Pendle (PENDLE) - The New DeFi Infrastructure Play

Current Market Cap: Under $1 billion
FDV: $1.6 billion

Pendle is positioning itself as essential DeFi infrastructure, often compared to the "new Aave." The project has attracted significant institutional investment and offers unique yield trading mechanisms that differentiate it from traditional lending protocols.

Growth Drivers:

  • 40% gain in the past week
  • Strong institutional backing
  • Innovative yield trading products
  • Lower valuation than established competitors

3. Ethena (ENA) - The Synthetic Stablecoin Revolution

Current Market Cap: $2.3 billion
FDV: $11.6 billion

Ethena has created a revolutionary synthetic stablecoin (USDe) that generates yield through delta-neutral trading strategies. The protocol has achieved remarkable growth, reaching 10 billion in stablecoin supply faster than both USDC and Tether historically.

Unique Features:

  • 18% yield generation in 2024
  • Delta-neutral funding rate arbitrage
  • Tier-1 VC backing (Dragonfly, Pantera)
  • Rapid adoption exceeding traditional stablecoins

Trading Strategy: Narrative-Based Approach

The current market requires a narrative-focused trading strategy rather than pure fundamental analysis. Here's why:

Market Psychology Shift

The crypto market has become increasingly trader-oriented, with attention shifting between sectors rapidly. Projects with strong fundamentals can underperform if they're not part of the current narrative cycle.

Historical Pattern Recognition

Previous cycles show clear rotation patterns:

  • AI agents dominated in late 2024 (AXBT, Virtuals)
  • DePIN had its moment earlier
  • Now Ethereum/Base ecosystem is trending

Risk Management Approach

Smart traders are:

  1. Following trending tokens with high trader grades
  2. Setting alerts for signal changes
  3. Taking profits when narratives shift
  4. Avoiding emotional attachment to fundamentally sound projects outside current narratives

The Coinbase Effect: Why Base Matters

Coinbase's strategic moves are creating a "super app" ecosystem similar to WeChat but built on crypto rails:

Multi-Function Integration

  • DEX Trading: Direct access to decentralized exchanges
  • Social Features: Creator economy through Zora integration
  • Mini Apps: Farcaster-powered applications
  • Payments: Base Pay for USDC transactions

Competitive Positioning

Other exchanges are following suit:

  • OKX launching X Layer with OKB as gas token (+100% recently)
  • Kraken developing Inc L2
  • Bybit expanding Mantle ecosystem

Risk Factors and Exit Strategy

Narrative Rotation Risk

History shows that even blue-chip projects can decline 85-90% when narratives shift. AI tokens like AXBT fell from $0.80 to $0.13 despite strong fundamentals.

Timing Considerations

The Ethereum/Base narrative may be reaching maturity. Smart money is:

  • Monitoring correlation breakdowns between related tokens
  • Watching for volume decreases in trending sectors
  • Preparing for the next narrative (potentially AI resurgence or new sector)

Alert-Based Trading

Successful traders are implementing:

  • Price alerts for key support/resistance levels
  • Signal change notifications for trading grade shifts
  • Volume alerts for unusual activity patterns

Looking Ahead: What's Next?

Potential Catalysts

  • Base app public launch could drive another AERO surge
  • Institutional DeFi adoption may benefit Pendle and Morpho
  • Stablecoin regulations could accelerate Ethena adoption

Sector Rotation Preparation

Smart traders are already positioning for potential rotations into:

  • AI agents (oversold, innovation continuing)
  • DePIN projects (fundamental development ongoing)
  • New narrative emergence (RWAs, GameFi resurgence)

Conclusion

The Ethereum and Base ecosystem rally presents compelling short-term opportunities, but requires disciplined execution and risk management. Focus on projects with strong narrative alignment, lower valuations relative to peers, and clear catalysts for continued growth.

Remember: in the current market environment, being right about fundamentals isn't enough – you need to be right about narrative timing. Stay flexible, use alerts effectively, and be prepared to rotate when the market's attention shifts.

The crypto market moves fast. Stay informed with real-time analysis and trading signals to maximize your opportunities while managing risk effectively.

Research

Choosing the Right Crypto API for Your Bot: REST vs WebSockets Explained

Token Metrics Team
6
MIN

As crypto trading automation accelerates into 2025, choosing the right API interface for your bot could be the critical difference between lagging behind or capitalizing on real-time opportunities. But when it comes to REST vs WebSocket crypto APIs, which technology should you select for power, reliability, and performance? This post details the core differences, essential trade-offs, and latest best practices for crypto API comparison, empowering you to make a technical, mission-aligned decision for your next-generation trading bot.

REST and WebSocket: Core Concepts for Crypto APIs

To understand which API protocol is optimal for your crypto bot in 2025, let’s clarify what REST and WebSocket actually do—especially in a high-frequency, automation-driven ecosystem.


     

     


The fundamental contrast: REST works in a "pull" model (request/response), while WebSockets operate in a "push" paradigm (real-time streams). This distinction plays a major role in how bots interact with exchanges and handle crypto market shifts.

Performance, Latency, and Reliability for Crypto Bots

Performance and data freshness are critical for crypto APIs in 2025. High-frequency or latency-sensitive trading bots depend on receiving accurate, instant data on price movements and order book changes.

       

Yet reliability considerations persist. WebSocket connections may experience drops, require reconnection logic, and occasionally miss events during high network volatility. REST, while slower, may provide more consistency under unstable conditions.

Scalability, Security, and Use Cases in Crypto API Comparison

Your crypto bot’s requirements—frequency of updates, types of orders, and compliance frameworks—may drive the API choice. Here’s how REST and WebSocket compare across scenarios relevant in 2025:


     

     


Security-wise, REST can offer granular access controls per endpoint. WebSockets, though encrypted, have unique session management and timeout considerations—especially important for bots managing real funds.

In the ever-evolving crypto automation landscape, developers and researchers are seeing:


     

     

     


Ultimately, the “better” API depends on your bot’s profile: Speed-critical, event-driven bots gravitate to WebSockets, while research bots or those trading on daily signals may remain with REST. Many leading bot frameworks in 2025 offer seamless switching or even run hybrid workflows for best-in-class resilience.

Practical Tips for Comparing REST vs WebSocket Crypto APIs

When evaluating crypto APIs for your bot or automation project, consider these practical criteria:

    Above all, test API performance in real-market scenarios—using sandboxes or historical replays—to ensure your bot’s architecture is future-proofed for 2025 volatility and growth.

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    FAQ: REST vs WebSocket Crypto APIs for Bots in 2025

    What are the main differences between REST and WebSocket APIs?

    REST APIs use isolated request/response cycles and are suited for infrequent or simple queries. WebSocket APIs sustain continuous, two-way connections for real-time market data updates. The choice depends on whether your bot needs static or streaming data.

    Which API type is better for real-time crypto trading bots?

    WebSocket APIs are preferred for real-time trading bots due to their lower latency and ability to push instant data updates. However, implementation complexity and stability must be considered.

    Can I use both REST and WebSocket in the same bot?

    Yes. Many bots use REST for account management or trade execution and WebSocket for live data streams. This hybrid approach leverages the strengths of each protocol.

    Are there security differences between REST and WebSocket crypto APIs?

    Both protocols utilize SSL encryption and API key-based authentication, but WebSocket sessions require more careful management and regular re-authentication to prevent stale or hijacked connections.

    How do I choose the right API for my crypto bot?

    Assess your bot’s use case—speed versus reliability, frequency of queries, data intensity, and integration requirements. Testing both protocols with your trading logic is recommended for optimization.

    Disclaimer

    This content is for educational and informational purposes only. It does not constitute investment, trading, or financial advice. Past performance and API platform capabilities are not guarantees of future results. Always perform independent research and technical due diligence before building or deploying trading bots or utilizing API-based automation tools.

    Research

    Avoid These Common Pitfalls When Creating Your First Crypto Trading Bot

    Token Metrics Team
    6
    MIN

    Coding your first crypto trading bot can be an exciting journey into algorithmic trading, automation, and the world of digital assets. But for many beginners, the path is full of unexpected hurdles. Rushing into bot development without understanding key risks can lead to costly errors, technical failures, and frustration. In this article, we break down the top mistakes to avoid when building your first crypto trading bot, and offer actionable insights so you can start your automation journey on solid ground.

    Jumping in Without Market or Technical Knowledge

    Many new developers are eager to start building a crypto trading bot after seeing success stories or reading about impressive returns from algorithmic strategies. However, skipping foundational learning can result in critical errors:

    • Limited understanding of market structure: Crypto markets operate differently from traditional assets, with unique liquidity, volatility, and trading hours.
    • Lack of programming proficiency: Writing robust, bug-free code is vital. Even minor logic errors can trigger unexpected trades or losses.
    • Neglecting data analysis: Bots rely on processed signals and historical data to inform actions. Without knowing how to interpret or validate data sources, a bot may act on false assumptions.

    Before you start coding, invest time to learn how exchanges work, typical trading strategies, and the programming language you intend to use (often Python or JavaScript for most bot frameworks). Familiarize yourself with basic quantitative analysis and backtesting tools to ground your bot in solid logic.

    Overlooking Risk Management Essentials

    One of the most widespread beginner crypto bot mistakes is failing to build robust risk controls into the automated system. While automation can remove human error and emotion, it cannot protect you from strategy-flaws or market anomalies by default. Major risks include:

    • No stop-loss or position sizing: Without defined parameters, a bot could open positions too large for your portfolio or fail to exit losing trades, compounding losses.
    • Ignoring exchange downtime or slippage: Bots need to account for order execution issues, network delays, or sudden liquidity drops on exchanges.
    • Insufficient monitoring: Set-and-forget mentality is dangerous. Even well-designed bots require monitoring to handle edge-cases or technical glitches.

    Consider embedding risk-limiting features. For example, restrict order sizes to a fraction of your total balance and always code for the possibility of missed, delayed, or partially filled orders.

    Choosing Unstable or Unsafe Exchange APIs

    APIs are the backbone of any crypto trading bot, allowing programmatic access to price data, balances, and order actions. For beginners, choosing subpar or poorly documented APIs is a frequent pitfall. Key issues include:

    • Insecure key storage: API keys grant powerful permissions. Storing them in plain text or repositories increases the risk of theft and account compromise.
    • Throttling and limits: Many exchanges impose usage limits on their APIs. Failing to handle request throttling can break your bot's functionality at critical moments.
    • Lack of redundancy: If your bot depends on a single API and it goes offline, your strategy can fail entirely. Good practice includes fallback data sources and error handling routines.

    Take time to evaluate API documentation, community support, and reliability. Explore well-maintained libraries and modules, and always use environment variables or secure vaults for your credentials.

    Failing to Backtest and Simulate Bot Performance

    It's tempting to deploy your trading bot live the moment it compiles without error. However, skipping backtesting—testing your bot on historical data—or forward-testing on a demo account is a recipe for unexpected behavior. Top mistakes here include:

    • Curve-fitting: Over-optimizing your bot to past data makes it unlikely to work under changing real-world conditions.
    • Test environment differences: Bots may behave differently in a testnet/sandbox compared to mainnet, especially regarding latency and real order matching.
    • Poor scenario coverage: Not simulating rare but critical events (such as flash crashes or API downtime) can leave your bot vulnerable when these inevitabilities occur.

    Carefully test your strategies with a range of market conditions and environments before risking live funds. Look for open-source backtesting libraries and consider using paper trading features offered by many exchanges.

    Neglecting Security and Compliance Considerations

    Crypto trading bots operate with sensitive account access and sometimes large balances at risk. New developers often underestimate the importance of security and regulatory compliance. Watch out for:

    • API abuse or leaks: Credentials, if exposed, can lead to unauthorized actions on your exchange accounts.
    • Open-source hazards: Downloading random code from forums or GitHub can introduce backdoors or exploits.
    • Compliance oversight: Depending on your location, automated trading or data collection may have legal implications. Always review exchange policies and seek out reliable, neutral sources on legal requirements before deploying trading bots.

    Implement best practices for code security and stay attentive to legal developments in your jurisdiction. Avoid shortcuts that could put your assets or reputation in danger.

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    What programming languages are best for building a crypto trading bot?

    Most crypto trading bots are built in Python or JavaScript due to strong libraries and exchange support. Some advanced users deploy bots in Java, C#, or Go for higher performance, but Python is considered beginner-friendly.

    How can I test my crypto bot safely before going live?

    Start with backtesting using historical data, then use exchange-provided sandboxes or paper trading environments. This lets you observe your bot’s actual behavior without risking real money or assets.

    What are best practices for managing API keys securely?

    Store API keys in environment variables or encrypted vaults, restrict key permissions, and never share or publish them. Rotate keys periodically and monitor logs for unauthorized activity.

    Can a crypto bot lose money even with a tested strategy?

    Yes; even well-tested bots can lose money due to market changes, exchange outages, slippage, or unforeseen bugs. Continuous monitoring and updates are essential for risk control.

    What tools or platforms can help beginners build better crypto trading bots?

    Platforms offering real-time market data, robust APIs, and community support can help. AI-powered research tools like Token Metrics can assist with backtesting and market analysis, while open-source frameworks provide learning resources.

    Disclaimer

    This article is for educational purposes only and should not be construed as investment, financial, or trading advice. Crypto trading bots carry risks, and readers should conduct thorough research and consult with professionals as appropriate. Always follow relevant laws and exchange terms of service.

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