Research

Top Tools and APIs Every Crypto Programmer Should Know

Discover top crypto APIs, developer libraries, and open source tools that power modern blockchain applications. Learn which solutions programmers use to build smarter crypto projects.
Token Metrics Team
5
MIN

The rapid evolution of cryptocurrencies and blockchain technology has transformed the programmer's toolkit. With thousands of coins, myriad chains, and constantly changing data, developers face a unique set of challenges—and opportunities—for innovation. Access to robust APIs, powerful software tools, and automation frameworks is now the backbone of successful crypto development. But which tools and APIs stand out, and how can programmers leverage them most effectively?

Data Access: Core APIs That Power Crypto Apps

APIs are the connective tissue of crypto ecosystems, granting developers access to everything from real-time prices to on-chain analytics. Leading APIs for general-purpose crypto data include:

  • Token Metrics API: Delivers real-time prices, trading signals, token analytics, and on-chain intelligence in a streamlined package—ideal for portfolio tools, custom dashboards, and AI crypto agents.
  • CoinGecko API & CoinMarketCap API: Widely adopted for fetching coin prices, historical data, and basic market stats. Both offer generous free tiers and support for hundreds of assets.
  • CryptoCompare API: Excels at aggregated pricing and historical OHLCV data for major and emerging tokens.
  • Glassnode API: Provides on-chain analytics, key network health indicators, and user address statistics for Bitcoin, Ethereum, and select other blockchains.

When evaluating APIs, focus on latency, coverage, reliability, and pricing. For power users, combining multiple APIs—one for fast price ticks, another for analytics—can yield a richer app experience.

Web3 Libraries and Blockchain Interaction

To move beyond price feeds and statistics, programmers need libraries that let them interact directly with blockchains. Popular choices include:

  • web3.js (for Ethereum and EVM chains): The standard JavaScript library for reading from and writing to smart contracts. Its widespread adoption means strong documentation and fast troubleshooting.
  • ethers.js: A leaner, modern alternative to web3.js with an improved developer experience and clear separation of concerns. Frequently used in dApp and wallet development.
  • Solana Web3.js: Purpose-built for the Solana chain, providing access to wallet management, transaction sending, and program deployment.
  • BitcoinJS: A robust set of bitcoin-focused tools for crafting transactions, managing keys, and building lighter clients.

When building cross-chain or multi-protocol applications, consider abstraction libraries like Moralis or Infura to standardize access and boost reliability.

Automation, Research, and AI Analytics

Quantitative research, automated trading, and actionable intelligence are increasingly important areas for crypto programmers. Here are some tools advancing the field:

  • Python Libraries (ccxt, pycoingecko, web3.py): The ccxt library supports unified trading API access to dozens of exchanges for algorithmic trading and market research. pycoingecko fetches comprehensive price data from CoinGecko, while web3.py allows direct Ethereum interaction.
  • Alchemy & QuickNode: Managed web3 infrastructure layers that offer turnkey node hosting, enhanced analytics, and performance monitoring. These services reduce operational headaches when scaling production apps.
  • AI-Powered Research Tools (Token Metrics, Messari): Platforms like Token Metrics and Messari leverage AI and big data to surface trends, risk signals, and deep network insights—resources invaluable for building smarter automation and predictive analytics.

For custom analytics, combining API data with Python-based data science (using Pandas, Numpy, or PyTorch/TensorFlow) unleashes powerful modeling capabilities. Many teams run scheduled scripts or Lambda jobs that pull API data, process it, and feed insights directly into dashboards or real-time agents.

Open Source and Collaborative Developer Tools

Open source projects have accelerated innovation in crypto. For developers, the following tools and resources unlock new possibilities:

  • Hardhat & Truffle: Smart contract testing, simulation, and deployment for EVM-compatible chains. Supports complex scripting and plugin extensions.
  • MetaMask APIs: Essential for dApp compatibility, wallet integration, and user authentication across the web3 landscape.
  • Foundry: A high-performance, developer-friendly toolkit for smart contract creation with extensive testing capabilities.
  • OpenZeppelin Libraries: Battle-tested, audited Solidity contracts and utilities for security-focused development. Saves time and reduces risk.

Participating in open source helps programmers stay at the forefront of security updates, tooling improvements, and emerging best practices.

Build Smarter Crypto Apps & AI Agents with Token Metrics

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What are the most popular APIs for crypto data access?

Some of the most widely used APIs include the Token Metrics API, CoinGecko API, and CryptoCompare API for price data, plus Glassnode and Chainalysis for on-chain analytics. The best API depends on use case—real-time trading apps may prioritize low-latency data, while research dashboards need deeper analytics and coverage.

How do you choose the right programming language for crypto development?

The choice depends on your project: Solidity is used for Ethereum smart contracts, Rust and C++ for Solana and Polkadot, JavaScript for web3 frontends, and Python for automation and analytics. Many developers combine languages for optimal results.

Can I integrate crypto APIs into mobile apps?

Yes. Most crypto APIs offer REST or WebSocket endpoints that can be consumed by mobile frontends (iOS, Android, cross-platform). Security and performance are critical—always safeguard keys and minimize on-device sensitive data.

What is the value of AI in developer crypto tools?

AI supports smarter data synthesis, risk assessment, pattern recognition, and predictive analytics—streamlining everything from backtesting to sentiment analysis. Platforms such as Token Metrics bring AI-driven signals and deep analysis to developer workflows.

Are open source crypto developer tools secure?

Open source tools like Hardhat, Truffle, and OpenZeppelin are generally well-maintained and audited but still require careful review, secure library management, and rigorous testing. Always vet dependencies and stay up to date with patches.

Disclaimer

This blog is for informational and educational purposes only. It does not constitute investment advice, endorsement, or financial recommendations. All tools and APIs discussed should be independently evaluated for your use case and risk profile.

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Token Metrics Team
Token Metrics Team

Recent Posts

Crypto Basics

SolScan Overview – Uses, Features and Top Alternatives

Token Metrics Team
5 Minutes
MIN

SolScan is a data analytics platform that provides free access to real-time information on the Solana blockchain. It serves as a powerful tool that allows users to track transactions, addresses, and other data on the Solana blockchain. But how SolScan has gained so much popularity and what sets SolScan apart from its competitors?

In this blog, we'll take a closer look at the features and functionality of Solscan, explore its use cases, and provide a rundown of the top alternatives for Solana blockchain monitoring. Whether you're a seasoned developer or just getting started with blockchain, this overview of Solscan is sure to provide valuable insights into this essential tool.

What is SolScan?

In simple words, SolScan is a blockchain explorer designed to provide users with a comprehensive view of the Solana blockchain. 

With SolScan, users can view blocks, transactions, accounts, and tokens on the Solana blockchain. SolScan also features a comprehensive dashboard that provides users with real-time data on NFTs, DeFi protocols, and other critical metrics.

It is an open-source project, making it accessible to anyone who wants to use it. It provides a user-friendly interface that makes it easy to view and analyze Solana blockchain data. 

SolScan was created to address a need in the Solana ecosystem for a reliable and user-friendly blockchain explorer. Prior to SolScan, there were few options for exploring the Solana blockchain, and those that existed were often difficult to use and lacked essential features.

Importance of SolScan in Solana Ecosystem

As we all know, Solana is a high-performance blockchain that has gained a lot of popularity in recent times. With its growing adoption, there has been an increasing need for a tool (blockchain explorer), that can help users monitor and analyze the performance of their applications on the network.

In general, blockchain explorers play a critical role. These explorers allow for easy tracking of transactions, making it possible to quickly identify and address any issues with the transaction history or account balances. 

One popular option for exploring the Solana blockchain is SolScan. Since the Solana ecosystem includes a wide range of decentralized applications (DApps), it can be particularly useful to have a tool like SolScan that allows users to scan the entire ecosystem on the blockchain. 

How to Use SolScan?

Using SolScan is relatively straightforward. Here are the steps to get started:

Go to the SolScan website: To use SolScan, go to https://solscan.io/ in your web browser. Once you're on the SolScan website, you can use the search bar to look up a specific transaction, address, or token.

This will bring up a detailed view of the transaction or account, including the timestamp, sender and receiver addresses, and transaction fee. 

Users can also view other details such as the current block height, recent transactions, and validator performance. 

In addition to these basic features, Solscan also provides advanced tools such as charting and visualization tools that can help developers track trends and patterns in the network.

Benefits of SolScan Account

Creating a SolScan account is a great way to take your Solana blockchain exploration to the next level. Here are just a few of the many benefits of creating a SolScan account:

Personalized experience - With a SolScan account, you can customize your experience by saving your favorite addresses, transactions, and contracts for easy access later on.

Real-time monitoring - With SolScan's real-time monitoring feature, you can keep track of transactions and contract updates as they happen.

Enhanced security - By creating a SolScan account, you can add an extra layer of security to your Solana transactions by setting up two-factor authentication.

Detailed analytics - With SolScan's detailed analytics, you can gain insights into the performance of your Solana-based assets and transactions.

User-friendly interface - SolScan's intuitive and easy-to-use interface makes it simple for both novice and experienced users to explore and interact with the Solana blockchain.

SolScan Features

SolScan comes with several features that make it a valuable tool for blockchain users. Here are some of its most notable features:

  • Transaction Tracking: With SolScan, you can track transactions on the Solana network. This includes the sender, recipient, amount, and time of each transaction.
  • Address Tracking: You can also track addresses on the Solana network. This allows you to view the transaction history and other data associated with any address on the network.
  • Token Tracking: SolScan allows you to track tokens on the Solana network. You can view the total supply of each token, as well as the number of tokens held by each address.
  • Staking Information: SolScan provides staking information for the Solana network. You can view the current staking yield, the total staked amount, and other key metrics.
  • Validator Information: You can view information about Solana validators on SolScan. This includes the total number of validators, their current uptime, and other important data.

SolScan Alternatives

SolScan is a popular choice among many Solana blockchain users, but it's not the only explorer available. In fact, there are several alternatives that may better suit your needs. For example, there's an official Solana explorer that you might want to check out. 

Additionally, other explorers like Solanascan and Blockchair are also available for use on the Solana blockchain. These explorers have a different layout compared to SolScan, but if you're already familiar with using EtherScan for the Ethereum blockchain, transitioning to SolScan may be a breeze.

Final Thoughts

In conclusion, SolScan is a powerful tool for exploring and interacting with the Solana blockchain. Whether you're a seasoned blockchain user or a newcomer to the world of cryptocurrency, SolScan's user-friendly interface, real-time monitoring, and detailed analytics make it an essential resource for anyone looking to explore the full potential of the Solana blockchain. 

By creating a SolScan account, you'll be able to take advantage of personalized features and enhanced security, giving you even greater control over your Solana-based assets and transactions.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

Crypto Basics

Bear Trap - What It Is and How To Identify It?

Token Metrics Team
7 Minutes
MIN

As traders, we all want to achieve the best possible results when it comes to making profits. But, in reality, markets can be unpredictable, and trends can reverse at any time. 

This is where analyzing trading patterns come into play. One such pattern is the bear trap, which is designed to take advantage of price movements. This is a situation where the market appears to be heading in one direction, only to suddenly reverse and move in the opposite direction.

In this article, we'll take a closer look at the bear trap, how it works, how to identify it with examples and most importantly, how you can avoid falling into it.

What is a Bear Trap?

A bear trap occurs when the market appears to be entering a downward trend, and traders start selling their assets to avoid losses. However, instead of continuing to decline, the market suddenly reverses and begins to rise again, trapping the bearish traders who sold their assets in anticipation of a further drop.

One of the main reasons why bear traps occur is due to market manipulation by large players such as institutional investors or hedge funds. They can create a false sense of bearish sentiment by selling large quantities of a particular asset, which causes smaller traders to panic and start selling as well.

Once these smaller traders have sold their assets, the large players can then start buying them back at a lower price, which drives up the market price and causes the bearish traders to incur significant losses.

How Does Bear Trap Work?

A bear trap is created when traders deliberately sell large volumes of a particular asset in order to push the price of that asset down. This creates a false impression of the market declining, leading other traders to believe that the asset is losing value and to sell their positions.

Once the price of the asset reaches a certain low point, the traders who created the bear trap begin to buy up large volumes of the asset at the artificially low price, thereby increasing demand and driving the price back up.

Here are some of the ways that bear traps work:

  1. False Signals - Traders create fake signals to suggest that the market is going to drop. These signals may include a sudden increase in selling volume or a sharp drop in prices. The purpose of these signals is to convince investors to sell their assets, which in turn drives the price even lower.
  2. Spread FUD - Fear, uncertainty, and doubt (FUD) are common tactics used by traders to create a bearish market. Traders will spread rumors or news stories that suggest that the market is about to crash, causing investors to panic and sell their assets.
  3. Sell-Off - Traders initiate a massive sell-off of a particular asset, causing its price to plummet. This creates a domino effect, as other investors begin to panic and sell their assets as well, leading to a significant drop in the market's overall value.
  4. Short Selling - Traders can also use short selling to initiate a bear trap. In short selling, a trader borrows assets from another investor and then sells them at the current market price. The trader then waits for the price to drop before buying the assets back at a lower price, returning them to the original owner and pocketing the difference.

A bear trap is a manipulative tactic used by traders to make a profit by artificially creating a downward trend in the market. Investors should be aware of these tactics to avoid falling prey to a bear trap.

How to Identify a Bear Trap?

Identifying a bear trap is not always easy, but there are some key indicators to look out for. Firstly, if the market appears to be moving in a particular direction for an extended period, it's important to be cautious as this may be a sign of manipulation.

Another indicator to look out for is a sudden and unexpected shift in market sentiment. If the market suddenly starts to move in the opposite direction to what was expected, it's important to be cautious and assess the situation carefully.

Bear Trap Chart

Let's take a look at the chart for a better understanding of how a bear trap works. In the chart, the price of an asset had been steadily rising, but then suddenly dipped below a trend line that acted as support. This made it look like the support would be broken and that the price would continue to fall. However, within the same time period, the price went back up and continued to rise. 

Image Resource - www.makeuseof.com

Traders who acted too quickly and sold their shares, when the price broke the trend line would have been "bear-trapped," as the price quickly rose again, and they missed out on potential profits. 

On the other hand, traders who waited for the price to close outside of the trend line and make a retest would have been able to avoid the bear trap and make a profitable trade. 

Example of a Bear Trap

One real-life example of a bear trap in the crypto market occurred in May 2021, when the price of Bitcoin dropped from its all-time high of nearly $65,000 to around $30,000. Many investors sold their Bitcoin at this point, fearing that the market would continue to decline. 

However, Bitcoin's price rebounded to nearly $40,000 just a few weeks later, trapping those who sold out of the market and missing out on potential profits. This is a classic example of how a bear trap can occur in the crypto market, as fear and uncertainty can lead to hasty decisions that result in missed opportunities.

How to Avoid Falling into a Bear Trap?

Avoiding a bear trap requires a combination of vigilance, patience, and discipline. Firstly, it's important to conduct thorough research and analysis before making any trading decisions. 

This will help you to identify potential risks and opportunities and make informed decisions based on data and evidence rather than emotions. It's also important to have a solid trading plan in place and stick to it, even in the face of market volatility. This will help you to avoid impulsive decisions that can lead to losses. 

Another key strategy for avoiding bear traps is to monitor the actions of large players in the market. By keeping an eye on institutional investors and hedge funds, you can gain insights into market sentiment and potentially identify manipulation before it affects your trades.

Difference Between Bear Trap and Bull Trap

As an investor, it's important to be aware of the potential pitfalls that can come with trading in the market. Two common traps that investors may fall into are bear traps and bull traps. 

Here are some pointers to help you differentiate between a bear trap and a bull trap:

1. A bear trap is a situation where prices are expected to continue to fall, and investors sell their positions to avoid further losses. However, the market then unexpectedly rebounds, trapping these investors and causing them to miss out on potential gains. On the other hand, a bull trap is a situation where investors anticipate a market upswing and buy in, only for prices to fall, resulting in losses.

2. In a bear trap, investors tend to be overly pessimistic and sell their positions too early. This can lead to missed opportunities for profits. In contrast, in a bull trap, investors tend to be overly optimistic and buy in too early, resulting in losses as the market dips.

3. Bear traps are more common in bearish markets, where the overall trend is downwards. Bull traps are more common in bullish markets, where the overall trend is upwards.

4. In a bear trap, the market may rebound due to unexpected positive news or a sudden surge in demand. In a bull trap, the market may drop due to negative news or a sudden decrease in demand.

5. Bear traps tend to occur when investors are driven by fear and panic, while bull traps tend to occur when investors are driven by greed and optimism.

Conclusion

In summary, bear traps can be devastating for traders who are caught on the wrong side of the market. However, with careful research, analysis, and monitoring, it's possible to avoid falling into these traps and making profitable trades. 

By remaining vigilant and disciplined, traders can navigate even the most challenging market conditions and achieve success in their trading endeavors.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

Crypto Basics

Crypto Derivatives – How It Works and Top Exchanges for Trading

S. Vishwa
7 Minutes
MIN

In the world of finance, derivatives are instruments whose value is derived from an underlying asset. These assets can be anything from commodities to stocks, and even cryptocurrencies. 

In this article, we will explore everything about crypto derivatives, the different types of derivatives, advantages and disadvantages of trading in derivatives, and the top exchanges where you can trade them.

What are Derivatives in Crypto?

Crypto derivatives are financial instruments that derive their value from a cryptocurrency, such as Bitcoin or Ethereum. These instruments have become increasingly popular in recent years, as traders and investors look for new ways to profit from the volatility of the cryptocurrency market.

Crypto derivatives can be used for various purposes, including hedging against risk, speculating on price movements, and gaining exposure to assets that may be difficult to access directly.

There are several types of crypto derivatives, including futures, options, swaps, and contracts for difference (CFDs). Each type of derivative has its own unique characteristics and risks. 

How do Crypto Derivatives Work?

Crypto derivatives work by allowing investors to speculate on the price movements of cryptocurrencies without actually owning the underlying asset. 

Instead, investors enter into a contract with a counterparty, such as an exchange or other financial institution, that agrees to pay out based on the performance of the underlying asset.

Types of Derivatives in Crypto

Crypto derivatives come in different types, each with its unique features and characteristics. Here are the most common types of crypto derivatives:

Futures Contracts

A futures contract is an agreement between two parties to buy or sell an asset at a predetermined price and date in the future. Futures contracts are popular among traders who want to hedge their positions or speculate on the price movements of an underlying asset. In the case of crypto derivatives, futures contracts allow traders to speculate on the future price of a cryptocurrency.

Options Contracts

Options contracts give the holder the right, but not the obligation, to buy or sell an asset at a predetermined price and date in the future. 

There are two types of options contracts: call options and put options. Call options give the holder the right to buy an asset, while put options give the holder the right to sell an asset. Options contracts are popular among traders who want to hedge their positions or speculate on the price movements of an underlying asset.

Perpetual Contracts

Perpetual contracts are similar to futures contracts, but they do not have an expiry date. Instead, they continue indefinitely until the trader decides to close their position. Perpetual contracts are popular among traders who want to hold their positions for an extended period and avoid the hassle of rolling over their futures contracts.

How to Buy Crypto Derivatives?

Buying crypto derivatives can be an exciting and potentially profitable investment strategy. However, for new investors, the process can be a bit daunting. 

Here are few simple steps to start trading in crypto derivatives:

Step 1: Choose a Derivatives Exchange

The first step in buying crypto derivatives is to choose a derivatives exchange. There are several derivatives exchanges available, each with its unique features and fees. It is essential to do your research and choose an exchange that suits your trading needs.

Step 2: Sign up and Verify Your Account

Once you have chosen a derivatives exchange, the next step is to sign up and verify your account. Crypto exchanges in the US require users to provide personal information, such as their name, address, and ID, to comply with Know Your Customer (KYC) and Anti-Money-Laundering (AML) regulations.

Step 3: Deposit Funds

After verifying your account, the next step is to deposit funds into your account. Most derivatives exchanges accept fiat currency deposits, such as USD or EUR, and cryptocurrency deposits.

Step 4: Choose a Crypto Derivative

Once you have funded your account, the next step is to choose a crypto derivative to buy. Each exchange offers different derivatives, so it is essential to choose one that suits your risk and trading needs. 

Here are few important things to consider before choosing a crypto derivative -

Liquidity - When choosing crypto derivatives, it is crucial to consider liquidity as it affects your ability to execute trades at a desirable price. Highly liquid crypto derivatives have a higher volume of trades, which translates to tighter bid-ask spreads and more stable prices.

Leverage - Leverage is an essential factor to consider when choosing crypto derivatives as it amplifies your potential profits or losses. Crypto derivatives that offer high leverage can magnify gains but also increase the risk of significant losses.

Fees - Fees are a crucial factor to consider when choosing crypto derivatives as they affect your profitability. Most crypto derivatives exchanges charge trading fees, funding fees, and withdrawal fees. It is crucial to choose derivatives with low fees to maximize your profits.

Trading Platforms - Consider choosing a trading platform that has advanced order types, charting tools, and real-time market data. Additionally, consider a platform that offers mobile trading as this allows you to monitor your trades on the go.

Regulation - It is advisable to choose a regulated crypto derivatives exchange to protect your investments and ensure fair trading practices. Additionally, choose exchanges that are transparent about their regulatory compliance and have a good reputation in the market.

Step 5: Place Your Order

After choosing a crypto derivative, the final step is to place your order. Most exchanges offer a range of order types, such as limit orders and market orders. It is essential to choose the right order type for your trading strategy.

Best Crypto Derivatives Exchange of 2023

If any investor or trader wants to trade derivatives, they should always choose the most trusted and secure exchange with ample liquidity. So let's explore the top crypto derivatives exchanges where you can trade them.

List of top crypto derivatives exchange of 2023

  • Binance
  • Bybit
  • Bitmex
  • OKX
  • Coinbase
  • Deepcoin
  • Huobi
  • KuCoin
  • Kraken
  • Gate-io

Advantages of Using Derivatives

Derivatives can offer several advantages to investors and traders, let's explore some of them here:

Risk management - Derivatives can help investors manage risk by reducing exposure to market volatility and protecting against potential losses.

Enhanced returns - Derivatives can be used to create leverage and amplify returns, although this comes with increased risk.

Flexibility in investment strategies - Derivatives can be used to gain exposure to assets that may be difficult to access directly, and can be used to hedge against inflation.

Diversification - The use of derivatives can help investors diversify their portfolios, which can help manage risk and potentially enhance returns.

Access to a wide range of markets: Derivatives can provide access to a wide range of markets and asset classes, which can help investors create a more diversified portfolio.

Disadvantages of Using Derivatives

Here are few common disadvantages of using crypto derivatives:

High risk - Crypto derivatives are complex financial instruments that can involve significant risk. The volatility of the cryptocurrency market, combined with leverage, can result in significant losses.

Lack of regulation - The cryptocurrency market is largely unregulated, which can make it difficult for investors to assess the risks associated with crypto derivatives.

Limited liquidity - The cryptocurrency market is still relatively small, which can limit the liquidity of crypto derivatives. This can make it difficult to execute trades at desired prices or to exit positions quickly.

Counterparty risk - Crypto derivatives typically involve a counterparty, which can introduce additional risk. If the counterparty defaults on their obligations, the investor may suffer losses.

Technical complexity - Crypto derivatives can be technically complex, requiring a deep understanding of both cryptocurrency and derivative markets.

Price manipulation - The cryptocurrency market is vulnerable to price manipulation, which can lead to losses for investors who are trading crypto derivatives.

Investors who trade crypto derivatives should be aware that there are both advantages and disadvantages associated with this type of investment. 

While derivatives can offer benefits such as risk management and enhanced returns, they also come with significant risk and technical complexity. 

To use crypto derivatives effectively, investors should have a deep understanding of both cryptocurrency and derivative markets, and use them appropriately in a well-diversified portfolio.

Conclusion

Crypto derivatives are a powerful tool for traders and investors looking to profit from the volatility of the cryptocurrency market. 

However, it's important to note that crypto derivatives can be complex financial instruments that involve significant risk, and investors should have a deep understanding of both the cryptocurrency and derivative markets before investing in them.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

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