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How to Choose the Right API: Decision Frameworks & Best Practices

Explore proven frameworks and best practices for selecting the right API for crypto and AI projects. Learn how smart tools and structured analysis can simplify your API decision process.
Token Metrics Team
6
MIN

In a landscape shaped by rapid technological change and increasing demand for real-time data, APIs (Application Programming Interfaces) are the connective tissue for building innovative apps, platforms, and AI agents—especially in the fast-paced crypto and AI sectors. But with hundreds of APIs available, each promising flexibility, deep data, or robust security, making the right choice is both crucial and challenging. If you’re wondering "Choosing an API. What's your go to?"—this guide breaks down the frameworks, considerations, and strategies you need to make a confident selection.

Why APIs Matter: The Backbone of Modern Apps

APIs are essential for bridging the gap between complex systems, enabling everything from portfolio trackers to trading bots and DeFi dashboards. In crypto markets, they empower developers by delivering live prices, historical charts, blockchain analytics, and more into their applications.

  • Innovation: APIs enable developers to rapidly build, iterate, and pivot, speeding up time-to-market.
  • Interoperability: They connect disparate services—wallets, exchanges, analytics, NFT platforms—into seamless user experiences.
  • Scalability: APIs allow platforms to handle large data loads and user requests without reinventing the wheel.

For data-driven sectors like crypto, the right API can differentiate an average product from a market leader.

API Selection Criteria: Core Factors to Consider

When facing numerous API choices, relying on a structured evaluation framework is key. Here are the essential factors to weigh during your decision process:

  1. Reliability & Uptime
    Stable APIs with high uptime ensure your application runs smoothly, even during market volatility. Look for SLAs, status pages, and real-world uptime statistics.
  2. Data Quality & Coverage
    Comprehensive, accurate, and up-to-date data are essential, especially in crypto. Evaluate the sources (on-chain, exchanges, news) and the breadth of data offered.
  3. Latency & Performance
    In trading or analytics, milliseconds matter. Check for low response times, efficient endpoints, and server locations close to your users.
  4. Security & Compliance
    Ensure robust authentication, encrypted endpoints (HTTPS), and clear data privacy statements. Regulatory compliance is vital for applications handling user data.
  5. Documentation & Developer Experience
    Clear, thorough API documentation and active developer support can dramatically shorten integration times and reduce errors.
  6. Pricing & Scalability
    Transparent pricing, free tiers, and scalable plans let you grow without sudden cost surprises.
  7. Community & Ecosystem
    APIs with vibrant user communities, SDKs, and public forums can accelerate troubleshooting and feature discovery.

The diversity of APIs reflects the wide array of use cases in crypto and AI development. Here are some common scenarios:

  • Market Data APIs: Stream real-time and historical price data, order books, trading volumes, and alerts.
  • On-Chain Analytics APIs: Access wallet balances, smart contract events, token transfers, and blockchain statistics to power dashboards or compliance tools.
  • AI-Driven APIs: Leverage sentiment analysis, natural language processing, or predictive analytics for smarter trading or portfolio decisions.
  • Trading APIs: Automate order execution, risk management, and portfolio rebalancing on centralized or decentralized exchanges.
  • Wallet & Custody APIs: Integrate secure wallet operations, user authentication, and multi-signature security features within mobile or web apps.

Selecting the right type of API depends on your application goals and the core problem you aim to solve.

Data-Driven API Comparisons: Practical Steps

How do you move from a long list of API options to a shortlist—and ultimately, the best fit for your needs? Here’s a practical approach:

  • 1. Define Your Requirements: Document the specific features, data endpoints, and performance needs for your app. Is real-time accuracy essential? How much historical data do you need? Do you require high-frequency updates?
  • 2. Demo and Test: Use sandbox or free API tiers to benchmark latency, data freshness, and error responses. Tools like Postman or cURL can help automate these checks.
  • 3. Scorecard Evaluation: Assign weighted scores to your main criteria (e.g., security, coverage, uptime). Compare options side by side.
  • 4. Community Insights: Check developer reviews, GitHub repositories, and forums for candid feedback about integration pain points or standout benefits.
  • 5. Evaluate Support and Updates: Prioritize APIs from providers that clearly communicate changelogs, roadmap updates, and offer responsive technical support.
  • 6. Monitor Long-Term Viability: Assess whether the provider is reputable and investing in continued infrastructure, regulatory compliance, and new features.

Combining technical due diligence with community feedback reduces the risks of costly mid-project API switches.

How AI Tools and Research Platforms Support Smarter API Choices

AI-driven research and analytics platforms have made it easier to analyze and compare APIs, especially for those without specialized technical backgrounds. Examples include:

  • Automated API benchmarking tools for latency, uptime, and data completeness.
  • Natural language search for finding relevant APIs using AI-powered documentation digests.
  • Platforms like Token Metrics that leverage AI to analyze on-chain data, predict trends, and integrate signals directly via API for smarter app and agent development.

The net result: Even development teams with limited resources can access robust, institutional-grade data and insights. AI also supports informed decision-making by highlighting anomalies, flagging downtime events, and even scoring APIs based on historical reliability.

Build Smarter Crypto Apps & AI Agents with Token Metrics

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FAQ: Choosing the Right API

What is the difference between public and private APIs?

Public APIs are open for use by anyone and often serve broad developer needs, while private APIs are restricted—typically for internal or partner use, offering greater security and custom functionality.

How can I assess an API's security risk?

Look for secure authentication protocols (OAuth 2.0, API keys), encrypted endpoints (HTTPS), regular audits, and transparent vulnerability disclosures from the provider. Always test endpoints for data leakage and follow best practices.

What tools help measure API latency and reliability?

Popular tools include Postman, Pingdom, Uptrends, and custom monitoring scripts. Many major providers also publish real-time status dashboards with uptime statistics.

How can I smoothly integrate a new API into my application?

Prioritize APIs with SDKs in your preferred programming language, thorough documentation, and active developer support forums. Use staging environments to iron out bugs before going live.

Is it common to use multiple APIs in a single project?

Yes. Many advanced apps combine several APIs—such as price feeds, trading, and on-chain analytics—for richer functionality. Using multiple sources can also increase data reliability and coverage.

Disclaimer

This article is for informational and educational purposes only. It does not constitute financial or investment advice. Always conduct your own due diligence and consult with appropriate professionals before making technology or operational decisions in the crypto sector.

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Token Metrics TradingView Indicator - Trade Cryptocurrencies with Confidence

Token Metrics Team
7 minutes
MIN

Trading indicators are a crucial aspect of the investing world, and in the volatile world of cryptocurrency, it becomes all the more important to have them on your side. 

TradingView, the leading social trading platform, provides traders with the tools they need to make informed decisions and take their trading game to the next level.

Among the tools offered by TradingView is the Token Metrics Indicator, a powerful tool that combines multiple technical analysis indicators to provide Long/Short signals for crypto assets.

In this blog, we will dive into the Token Metrics TradingView Indicator and how it can help you to improve your trading strategy. 

Whether you are a seasoned trader or just starting out, the Token Metrics TradingView Indicator can help you make informed investment decisions and potentially avoid costly mistakes.

That said, let’s get started.

What is Token Metrics TradingView Indicator? 

The Token Metrics TradingView Indicator is a powerful tool for crypto assets on TradingView, combining multiple strategies to give you clear Long and Short signals for your trades. 

It gives you a clear picture of the market with four key components: Clouds, Trend Line, Signals, and Channels. The Clouds show the current trend (green for bullish and red for bearish), the Trend Line provides a long-term market outlook with resistance and support levels, the Signals provide buy/sell signals and the Channels help to determine the previous swing high and low to get an idea of where resistance/support might be forming and where breakouts can occur.

The backtesting feature allows users to assess the strategy's historical performance and understand its potential, risk profile, and suitability for different market conditions. 

The Token Metrics TradingView Indicator offers customization options to match individual trading preferences through its inputs.

Users can adjust these values based on risk tolerance and market conditions, allowing optimal performance and profitability. Whether you prefer a fast-reacting or slow-adapting strategy, the Token Metrics TradingView Indicator has you covered.

Supports All Types of Traders

The Token Metrics Trading View Indicator offers traders two distinct approaches to cryptocurrency trading: long-term and high-frequency trading. Each style has its considerations and best practices to maximize profitability.

For long-term traders, the Token Metrics TradingView Indicator provides a trend-following strategy best suited for Daily and Weekly timeframes. This approach excels in trending markets but may produce false signals in choppy or range-bound markets. It is important for long-term traders to keep in mind that the goal is to gain exposure to strong trends without excessive trading.

On the other hand, high-frequency traders can take advantage of the mean-reverting capabilities of the Token Metrics TradingView Indicator. This approach is best suited for 15min, 30min, and 1hr timeframes and works best in choppy and range-bound markets. Mean-reversion is stronger on low time frame charts, making this strategy ideal for traders looking to buy at the bottom of the channel and sell at the top. It is important for high-frequency traders to remember that this strategy is not intended for exposure to prevailing trends.

Whether you prefer long-term or high-frequency trading, the Token Metrics TradingView Indicator provides the tools and customization options to match your individual style. By understanding the strengths and limitations of each approach, you can make the most out of your trading strategy with the Token Metrics TradingView Indicator.

How to Get the Token Metrics TradingView Indicator

The Token Metrics TradingView Indicator is included in all Token Metrics Plans. 

You can also get this indicator as a standalone product by visiting this page to learn more.

Conclusion

In conclusion, the Token Metrics TradingView Indicator is a versatile tool that can be customized to fit the needs of both long-term and high-frequency traders.

Whether you're looking to gain exposure to strong trends or to take advantage of mean-reversion in choppy markets, the Token Metrics TradingView Indicator provides the features and flexibility you need to achieve your trading goals.

With its comprehensive backtesting capabilities, you can get a deep understanding of the performance of your strategy, allowing you to make informed decisions and achieve consistent profits in the cryptocurrency market.

Crypto Basics

What is Crypto Yield Farming and How it Works?

Token Metrics Team
6 minutes
MIN

In this guide, we will answer what crypto yield farming is and how to do it.

Yield farming is a revolutionary way of earning passive income through cryptocurrency investments. It is a relatively new concept and has gained much attention in the crypto world. Yield farming involves using your cryptocurrency assets and taking advantage of lending platforms, decentralized finance protocols, and staking pools to generate incentives for interest payments, rewards, and capital gains. 

In this descriptive guide to crypto yield farming, you'll learn about the different types of yield farming, the rewards available, and the associated risks. You can earn passive income through yield farming with the right strategies and knowledge. So, let's dive right in and learn about crypto yield farming.

What is Crypto Yield Farming?

‍‍Yield farming is a process of using your cryptocurrency assets to generate incentives in the form of:

  • Interest payments, 
  • Rewards, and 
  • Capital gains. 

In other words, it is a form of passive income from cryptocurrency assets. Yield farming can also be considered a strategic investment strategy that allows you to earn income from your idle assets by lending them to other users. This process is similar to how people earn income from their savings accounts. 

These idle assets that you can stake can be your:

  • Computer's processing power
  • A certain amount of coins from your portfolio, or 
  • A certain amount of tokens from your portfolio. 

But how is this beneficial to you? 

Benefits of Yield Farming

Yield farming offers a wide range of benefits for both individuals and businesses. 

  • For individuals, yield farming can be a great way to earn extra income. It can help you diversify your crypto portfolio and hedge against some of the risks associated with investing in cryptocurrencies by generating extra income from your idle assets. This is why they call it an excellent way to earn passive income, which is one of the core benefits of cryptocurrency. 
  • For businesses, yield farming can help you expand your customer base and increase revenue. You can earn income by lending your idle assets while helping people earn interest and build their crypto portfolios. Although yield farming was once primarily used by mining operations, it can now be done by individuals, organizations, and other entities that are involved with cryptocurrency.

How Does Yield Farming Work in Real-time?‍‍

So, what do you need to do to get started with yield farming?

To begin with, the yield farmers will need to deposit their coins or tokens into decentralized applications or dApps of their choice for the following: 

  • Crypto trading 
  • Lending, or 
  • Borrowing. 

A few examples of dApps include crypto wallets, DEXs, decentralized social media, and more. Since these investors enhance the liquidity in their chosen dApp, they're referred to as liquidity providers. The crypto that yields farmers' deposits into DeFi protocols gets locked into autonomous smart contracts.

Types of Yield Farming

There are three types of yield farming - lending, providing liquidity, and staking. 

Lending refers to lending your idle cryptocurrency assets to earn interest payments. You are generating revenue through interest payments when you lend your cryptocurrency assets. This process is similar to how people earn interest from their savings accounts. 

Providing liquidity to decentralized apps for traders to trade on can also generate you fees. However, keep in mind that there exists impermanent loss in the process.

Staking refers to lending your coins to earn rewards through coins and staking fees. You are generating revenue through rewards and staking fees when you stake your coins. Rewards can come in the form of coins, tokens, or other types of digital assets. You are lending your coins to earn rewards.

Types of Rewards Available

Rewards are the incentives earned when you lend idle coins and cryptocurrencies to earn interest payments and generate passive income. There are many different rewards available to those who participate in yield farming. Some include interest payments, votes, staking rewards, and airdrops. 

Interest payments: This is the primary reward generated by yield farming. Interest payments are generated when you lend idle coins and cryptocurrencies to other participants. 

Votes: This refers to the ability to vote on certain network issues. 

Staking rewards are rewards generated by staking crypto assets for a certain period. 

Airdrops: This refers to the free crypto coins and tokens resulting from participating in a certain network or blockchain project.

Is Yield Farming Safe and Profitable?

Now that you know the benefits of yield farming, it's also important to know the risks. This is because no investment is risk-free, and the same is true for yield farming. When you decide to earn income from yield farming, you must consider the risks associated with it. Some risks associated with yield farming include network, liquidity, counterparty, and regulatory risks. 

Network risk refers to the risk associated with the security of the network/blockchain and its ability to function as expected. 

Liquidity risk is associated with the ability to liquidate your assets when you need them. 

Counterparty risk refers to the risk associated with the ability of the person/entity with whom you have the contract to fulfill the obligations. 

Regulatory risk is the risk associated with the ability of the government to enact new laws that can affect your earnings.

Smart contract risk is the risk associated with the probability of smart contracts getting hacked due to a bug or backdoor.

That said, there are definitely risks involved that you need to be aware of.

Strategies for Yield Farming

There are many strategies you can use for yield farming. Some of them include lending your idle assets to earn interest payments, staking your coins to earn rewards, and using different DAFs to generate passive income.

Lending your idle assets: This is one of the most common ways to earn income through yield farming. You can use your idle assets, such as your computer's processing power, to lend them to others who need them. 

Staking your coins: This is another popular way to generate passive income through yield farming. You can lend your coins to earn rewards. 

Using different DAFs: This refers to the use of decentralized autonomous funds that can generate passive income.

What's Next for Yield Farming?

Yield farming is a dynamic space that tends to change quickly; it often requires vigilance and time for farmers to cull out the best possible strategies. However, for someone who can manage it, yield farming will be highly profitable in 2023, even in the bearish market.  

That said, yield farming is significantly risky with rug pulls, hacks, impermanent loss, etc.

So, choosing your battle is important before getting into the ring. 

Platforms for Yield Farming

Many different types of yield farming platforms are available for you to use.

You can use these platforms to take advantage of your idle assets to generate income through interest payments and rewards.

Some popular yield farming platforms include Yearn Finance, Lido, and Liquity.

The Bottom Line

Yield farming is a revolutionary way of earning passive income through cryptocurrency investments. It involves using your cryptocurrency assets to take advantage of lending platforms, decentralized finance protocols, and staking pools to generate incentives in interest payments, rewards, and capital gains. While lucrative, it can be a riskier investment depending on the platform you go for and the type of yield you are generating.

Crypto Basics

What is XRP (Ripple) Crypto - A Comprehensive Guide

Token Metrics Team
7 minutes
MIN

‍Cryptocurrencies have quickly become an important part of the global financial system, allowing users to make secure, low-cost transactions without needing a bank or other financial institution. One of the most popular and well-known cryptocurrencies is XRP (Ripple), a digital asset designed specifically for payments, remittances, and other forms of financial transactions. 

In this beginner’s guide to XRP, we'll look at how this cryptocurrency works, its benefits, and how it differs from other digital assets. We'll also discuss the process for buying and selling XRP and some potential issues that users need to be aware of. Whether you're new to cryptocurrency or just looking to learn more about XRP, this guide should provide a comprehensive overview of this digital asset and its potential uses.

What Is XRP (Ripple)?

XRP/Ripple is a blockchain network and digital token created to facilitate low-cost, secure, and fast international payments. Unlike other cryptocurrencies, XRP was designed from the beginning to be used for these financial transactions instead of a more general purpose like Bitcoin, Ethereum, and Litecoin. 

XRP can transfer money across borders quickly and with extremely low fees, making it ideal for banks, payment providers, and other financial institutions. XRP can complete these transfers quickly due to its use of a consensus protocol that allows it to confirm transactions within just 4 seconds. 

The XRP token is used to pay network fees for these transfers and is also used by financial service providers as a source of liquidity for cross-border payments. However, the XRP token is not required to use the Ripple network.

Benefits of Using XRP

There are many benefits to using XRP, including:

  • Low fees
  • Fast transaction times
  • High scalability
  • A large network of liquidity providers. 

These benefits make it an ideal choice for banks and other financial institutions that need to process international payments quickly and cheaply. Individuals can also use XRP to make international transfers, but they'll need to purchase the asset before doing so. XRP has advantages over other cryptocurrencies, including Bitcoin, as it was designed specifically for financial transactions. ‍

"Ripple can process almost 1500 transactions per second, compared to Ethereum's 21 and Bitcoin's 7."

How does an XRP Transaction Work?

To send money from one person to another, the sender must create a transaction sent to the network and verify. This process also involves creating an "offer" where the sender specifies the amount of XRP and the network fee. Once completed, the sender's wallet submits the transaction to the network and the fee. 

The network then forwards the transaction to one of the XRP "liquidity providers," who will purchase the amount of XRP specified by the sender and release it to the receiver of the transaction. These liquidity providers hold large amounts of XRP and sell it to other users. After the transaction has been verified by the network and the fee paid, the receiver will receive the money in his or her account.

How to Buy and Sell XRP?

Anyone with access to internet can purchase XRP and store it in a digital wallet. However, some exchanges require users to undergo a verification process before they can begin trading. In addition, most exchanges charge a small trading fee for each transaction, which can add up if you buy and sell frequently. 

Once you've obtained XRP, you can store it in a digital wallet, allowing you to access it from anywhere and providing you with control over the private keys.

Various wallets are available for storing digital assets, including hardware and paper wallets.

Potential Issues with XRP

Like all cryptocurrencies, XRP has potential network risk and governance issues. The community has debated these issues since XRP was first created, but they still need to be resolved.

XRP has a large network of validators that are responsible for verifying transactions. However, the network is centralized, which means it is vulnerable to a single point of failure. If the validators decide to act maliciously, they may be able to prevent other transactions from being verified or even reverse transactions that have already been approved.

XRP vs. Other Cryptocurrencies

XRP is different from most other cryptocurrencies because it was created specifically for financial transactions. This means that Ripple can process almost 1500 transactions per second, compared to Ethereum's 21 and Bitcoin's 7. XRP differs from other digital assets because it is not mined like other cryptocurrencies.

XRP Price History Over The Years

Ripple's token, XRP, became available in 2013 when the company conducted its first fundraising round. Following this initial coin offering (ICO), the price of XRP remained relatively low for several years, with the coin's price dropping below $0.01 in 2016.

However, XRP saw a significant spike in value in 2017, increasing by more than 36,000%. Since then, the price has fluctuated, but it has remained relatively high, and at the time of writing, the price of XRP stands at just under $0.50.

XRP Mining

Unlike other cryptocurrencies, Ripple was not designed to be mined like Bitcoin and Ethereum. Ripple's creators created 100 billion XRP tokens at the start of the project and distributed them to investors.

However, new XRP tokens are added to the network every few months through a process known as "escrow," where the network creates enough tokens to provide liquidity to the global financial system.

XRP Wallets

Some of the best XRP wallets you can use to store your coins in include:

  • Ledger
  • Trezor
  • Coinbase
  • Binance
  • Kraken

Top Exchanges To Buy XRP

Now that you know what XRP is, you can simply create your account in any of the exchange platforms below, complete your KYC and instantly buy your XRP tokens.

  • Binance
  • Kraken
  • Huobi
  • Bitfinex
  • eToro

Is XRP a Good Investment?

Owing to the technical analysis of the XRP, it is expected to reach a minimum price of $0.54 and a maximum of $0.64. Hence, the average trading price at $0.56. Experts believe that this crypto asset has great potential in terms of growing in value.

Having said that, it is always suggested for you to do your own research before arriving at a decision.

The Future of XRP

Ripple aims to create a global network of financial institutions and payment providers that use XRP for cross-border payments. If this vision is achieved, Ripple's cryptocurrency could become one of the world's most widely used digital assets, with billons of dollars flowing through the network daily.

There are some challenges that Ripple will have to overcome to achieve this goal. For example, Ripple needs to expand its network to include more financial institutions while convincing them to use XRP instead of their existing payment networks. 

The Bottom Line

Ripple has streamlined the process of global payment network while providing a useful service for existing financial institutions. Although there is also uncertainty about whether the XRP token should remain centralized or if it should be decentralized, it is one of the coins to keep an eye on. 

Disclaimer

The information provided on this website does not constitute investment/trading/financial 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. We only offer comprehensive information which may change over time.

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