Crypto Basics

Cardano (ADA) Crypto – What It Is and How It Works?

Learn everything about Cardano (ADA) crypto and how it works in this descriptive guide.
Token Metrics Team
8 minutes
MIN

Cardano (ADA) can be described as a blockchain platform that’s designed to enable the development of decentralized applications and smart contracts. It is the first blockchain platform to be built on a scientific philosophy and to be developed through peer-reviewed research and scientific rigor. Developed by a global team of leading researchers and engineers, Cardano is set to revolutionize the way we use and interact with blockchain technology. 

This beginner's guide to Cardano will provide you with all the information you need to understand the platform, its features, and how to use it. From its unique consensus algorithm to its native token ADA, this guide will provide you with a comprehensive overview of Cardano. Whether you're a beginner interested in learning more about Cardano or a blockchain expert looking for the latest information, this guide has you covered from end-to-end. 

History of Cardano

Cardano was founded by Charles Hoskinson, who also co-founded Ethereum. However, Cardano is a very different platform from Ethereum regarding its design and goals. Whereas Ethereum is a decentralized application ("dapp") platform designed to power all sorts of different decentralized applications, Cardano is designed to be a "first generation" blockchain platform that can be used to build decentralized applications, as well as other things.

The Cardano Foundation, IOHK, and Emurgo are developing the Cardano platform. The three groups are working together to build the Cardano platform and will hold a stake in the Cardano ecosystem. 

The first phase of Cardano's development began in 2015. At the time, a company called Input-Output (IOHK) was contracted to build the platform. In 2017, IOHK decided to hand over control of the project to the Cardano Foundation and Emurgo. The three partners are now working together to bring Cardano to market. The next development phase has been completed sometime between 2020 and 2021. After that, Cardano emerged as a fully decentralized blockchain.

How Does Cardano Work?

The Cardano platform uses a proof of stake (PoS) consensus algorithm to manage its decentralized network. Proof of stake is a consensus algorithm where the right to add new blocks to the blockchain is determined not by computing power but by coin ownership. In PoS-based blockchains, users must "stake" or "deposit" their coins to add new blocks to the blockchain for a certain amount of time. The more coins a user stakes, the greater the chance that the user will be selected to add a new block. Cardano uses the Ouroboros proof of stake algorithm. 

Ouroboros is the first proof of stake algorithm to be proven secure in a peer-reviewed paper. This unique algorithm uses a "random selection of a catch-up fellow" to create a network with no central authority. In other words, no single person or group can control the network. The algorithm works by randomly selecting a "follower" who can "catch up" with the "leader."

The leader is the person responsible for adding new blocks to the blockchain. The follower has one job: to predict what the leader will do. If the follower is correct, they are promoted to the leader and given a chance to add a new block. If the follower is incorrect, they remain a follower, and another random person is selected to catch up. The Ouroboros algorithm was expected to be completed by June 2020. But, according to recent reports, Charles Hoskinson said that the Ouroboros Genesis implementation will be in 2023.

Cardano's Development and Governance

The development and governance of Cardano are handled by three large organizations:

The Cardano Foundation: The Cardano Foundation maintains Cardano's core. This group promotes the platform, manages its marketing and communications, and defends the brand.

IOHK: IOHK leads the team behind Cardano's core. This group is responsible for developing and maintaining the platform's core software and bringing new features to the market.

Emurgo: The third group, Emurgo, brings businesses and investments to the Cardano ecosystem. Emurgo helps businesses integrate with the Cardano network and encourages others to build projects on the Cardano platform.

The functioning of Cardano stands tall because of the highly secured and powerful ecosystem as mentioned above. Now, what is Cardano’s native token ADA?

Cardano's Native Token - ADA

Cardano's native token, ADA, sends money on the Cardano blockchain. It also rewards people who help maintain and build the network. The team behind Cardano has stated that ADA is more than just a token: it also serves as "the fuel that drives the Cardano ecosystem." Cardano’s development team has stated that the platform will be fully decentralized once the network has been around for a few years. Until then, the platform will be maintained by a group of stakeholders who have a vested interest in the platform's success. These stakeholders have a stake in the system and are rewarded with ADA for helping maintain the platform. 

There are 3-easy ways to earn ADA

  • Hosting a node, 
  • Providing software assurance, or 
  • Contributing to the development of Cardano's software or research.

Apart from these, Cardano’s powerful 3-layered ecosystem makes it reliable and trustworthy. 

The 3-Layered Cardano's Ecosystem

Here are the three secured-layers that constitute Cardano (ADA): 

The Cardano Network: The Cardano network is the blockchain that runs the ADA token and smart contracts. It is maintained by the stakeholders, who receive ADA for their work.

Cardano's core technology: The Cardano core represents the core software that powers the Cardano network. This includes the programming languages used to build decentralized applications and the virtual machine that runs those apps.

All the projects built on top of the Cardano platform: The Cardano projects layer lists all the decentralized applications built on top of the Cardano network.
To top it all, you can also enjoy the benefit of smart contracts on Cardano. 

Smart Contracts On Cardano

Although Cardano is designed to be a dapp platform, it can also be used to build smart contracts. The programming language used to build smart contracts on Cardano is called Haskell and Cardano's virtual machine, called the "Computing Resources And Dispatcher" (CRDD), can execute many programming languages.

Any decentralized application built in any programming language can be hosted on the Cardano network. Cardano's smart contracts are unique because they are the first to be verified by a formal verification tool called the "Industrial Strength Verification" (ISV). This tool will help you confirm whether or not a smart contract is safe to use.

Cardano's Use Cases

Use Case #1: The first use case for Cardano is a decentralized application platform. This means that developers can build apps on top of the Cardano blockchain. These dapps will be able to send and receive ADA and use other features like the ability to create a wallet or sign a transaction. 

Use Case #2: The second use case for Cardano is as a financial asset. Investors can buy and sell ADA on cryptocurrency exchanges, and the token could also represent ownership in a company.

Now, let’s see the security measures that Cardano aims to offer.

Security on Cardano

One of the most common questions about Cardano is how secure it is compared to other blockchains. Cardano does not claim to be more secure than other blockchains but seeks to be as secure as possible. The team behind Cardano has said that one of their goals is to be the "safest and most reliable blockchain." 

One way Cardano strives to be more secure is through its unique design. While other blockchains are designed to do one thing well, Cardano is designed to do many different things less well. Cardano's design means no single platform part is crucial to its operation. If one part of the platform fails, many other parts can take its place. This indicates safety at its best.

Is Cardano a Worthy Investment?

There we are swinging again to whether or not Cardano is a good investment. Let’s check out the latest updates before we decide, shall we?

According to the Cryptoglobe’s Report, ADA’s price might soar up to 100% by 31st January, 2023. Major upgrades are being anticipated by investors to improve DeFi’s significance through its oracles.

So, Cardano is something to look forward to owing to its upcoming features. 

Future of Cardano

Let’s dive a bit further into the future. Cryptopolitan thinks the price of ADA will soar up to $21.35 on an average, with a minimum price of $20.55. Changelly also believes that ADA price will rise, but the website thinks the coin price will only peak at $15.69, with an average of $13.92, similar to the data from Price Prediction. The website’s analysts predict that the coin’s maximum price will be $15.69 with a minimum of $13.55.

Most experts predict that Cardano might see a bright future in 2023. With persistent developments Cardano’s ecosystem has been witnessing, and in the crypto asset market as a whole, Cardano can potentially reach a new high.

The Bottom Line

Cardano aims to be a "first generation" blockchain technology. The platform is being built by a group of organizations, each with a specific role in the project.

The team hopes this design will help Cardano achieve its goal of being the most secure blockchain. The platform uses a unique consensus algorithm, and its native token is storable in various wallets. The token can be used to represent ownership in a company. 

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Research

Top Tools and APIs Every Crypto Programmer Should Know

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.

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Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

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.

Research

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

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.

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Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

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.

Research

How to Find Free APIs with Historic Price Data for Crypto Research

Token Metrics Team
6
MIN

In the rapidly evolving world of cryptocurrencies and digital assets, access to accurate, comprehensive, and historic price data is foundational for researchers, developers, analysts, and hobbyists alike. Whether you’re building trading bots, backtesting strategies, conducting academic studies, or simply tracking market trends over time, the availability of free APIs with robust historical data can open new doors for innovation and analytical depth. But with countless options, variable data quality, and API limitations, finding the right free resource can be daunting.

Why Is Historic Price Data Critical in Crypto?

Historical price data isn’t only for traders or speculators—it is essential for anyone aiming to understand the market's behavior over time. This data reveals trends, volatility, seasonality, and the impact of macro events on prices. Developers depend on historical data for:

  • Strategy Backtesting: Testing trading or AI models using real market conditions.
  • Market Analysis: Uncovering long-term patterns or anomalies.
  • Research & Education: Academic projects, whitepapers, and teaching the fundamentals of market behavior.
  • AI Training: Feeding machine learning models for price prediction, anomaly detection, or classification.

A robust dataset is the groundwork for any serious analysis, making API access to historical pricing more than a luxury—it's a necessity for modern crypto professionals and enthusiasts.

Key Features to Look For in a Crypto History API

Before evaluating specific API options, it’s important to identify what makes an API truly useful for accessing historical price data. Consider the following criteria:

  • Data Depth & Breadth: Look for APIs providing long price histories, ideally dating back several years, and supporting multiple coins and markets.
  • Granularity: Minute-by-minute, hourly, and daily price granularity enhance flexibility for different analytical needs.
  • Free Tier Limits: Many APIs set rate limits or restrict historical depth on free plans—review these carefully.
  • Reliability & Uptime: Established, well-maintained APIs with high uptime and documentation are preferable.
  • Data Types: Consider whether the API covers not just closing prices but OHLC (open, high, low, close), volume, and market cap.
  • Consistent Formatting: Predictable and documented endpoint formatting makes integration faster and less error-prone.

Factoring in these features ensures the API you choose is not only free but genuinely fit for your research or development purposes.

Top Free APIs for Historic Crypto Price Data

Several reputable providers offer free access to a vast array of historic price data. Here is an overview of some leading options:

  1. CoinGecko API
    One of the most popular data sources, CoinGecko provides access to price charts, market data, and volume across thousands of coins. The free tier allows significant historical depth and broad coverage, though rate limits apply.
  2. CryptoCompare API
    CryptoCompare offers daily, hourly, and minute-level historical price data for many pairs. Its free plan supports substantial requests but may throttle heavy use.
  3. CoinCap API
    CoinCap supplies historical price and market cap for many assets with quick and simple endpoints suited for integration with lightweight apps.
  4. Binance API
    From the world’s largest crypto exchange, the Binance API offers detailed market data and OHLCV price histories (mainly for trading pairs listed on Binance) with generous free request limits.
  5. Token Metrics API
    Built for AI and quantitative research, the Token Metrics API goes beyond just prices—offering historical charts, on-chain data, and proprietary signals designed for in-depth research and smarter AI agents.

Other notable mentions include Messari, Nomics, and CoinAPI, each with varying free access tiers and data specialization. When selecting an API, align your choice with the project’s technical requirements and budget for possible future scaling, as advanced features may require a paid plan.

How to Integrate and Use a Free Crypto History API

Once you’ve selected a suitable API, the integration process generally follows a few standard steps:

  1. Signup & Access: Register for a developer account, generate your free API key, and review the documentation for authentication guidelines.
  2. Review Endpoints: Locate endpoints related to historical data (e.g., ‘/historical’, ‘/ohlc’, or ‘/price-history’).
  3. Build Queries: Construct queries based on available parameters—such as asset, date range, and interval (minute, hour, or day).
  4. Handle Rate Limits: Implement proper rate limiting in your code to prevent throttling or bans.
  5. Parse & Store Data: Retrieve data in formats such as JSON or CSV, then parse and store for use in analytics, dashboards, AI model training, etc.

Open source libraries and SDKs can further streamline integration. Many providers, including Token Metrics, offer sample code in Python, JavaScript, and other leading languages.

Tips for Evaluating API Quality and Avoiding Data Pitfalls

Not all data and APIs are created equal. Here are strategies to maximize reliability and avoid common pitfalls:

  • Cross-Check Data: Validate data between at least two sources before building critical research or models.
  • Monitor for Gaps: Free APIs sometimes miss price points—especially for older assets or rapid market conditions. Regularly inspect for missing intervals or anomalies.
  • Confirm License Terms: Most APIs prohibit commercial redistribution on the free tier. Always respect rate limits and usage terms.
  • Assess Updates & Community: Favor APIs with active maintenance, transparent change logs, and an engaged developer community for best results.
  • Think Scalability: If your needs may outgrow free tiers, ensure the API supports paid upgrades or alternative solutions down the line.

Remember, robust documentation and quality support can significantly reduce time-to-market and troubleshooting.

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FAQs on Free Crypto Historic Price APIs

What is a crypto history API and who needs it?

A crypto history API is an interface providing developers and researchers access to historical cryptocurrency price, volume, and market cap data. It's invaluable for quant analysts, academics, DeFi developers, and data scientists who require precise, reliable pricing data for backtesting, AI training, analytics, or reporting.

How far back do most free crypto APIs go?

Coverage varies by provider, but most reputable free APIs offer multi-year daily data (often since the coin’s listing). For minute-by-minute or more granular data, APIs may only cover 1–3 years or limit retrieval to recent market history.

Which free API is best for large-scale backtesting?

For large-scale backtesting with broad asset coverage, CoinGecko and CryptoCompare are frequently used due to generous historical depth and asset support. For advanced research and AI-powered insight, Token Metrics provides unique on-chain and technical indicators alongside historical prices.

Are free API tiers reliable for commercial use?

While many free APIs have solid uptime and clean data, their terms often prohibit extensive commercial use or high-frequency access. For mission-critical or high-volume applications, consider paid plans for guaranteed support and uptime.

Can I get historic price data for niche coins or tokens?

Coverage for niche or newly launched coins varies significantly. Broad aggregators like CoinGecko and Token Metrics aim to provide data for a vast range of assets. However, for esoteric tokens, data may be limited to popular exchanges or more recent trading history.

Disclaimer

This content is for informational and educational purposes only. It does not constitute investment advice, security recommendations, or financial guidance. Always consult a qualified professional and review relevant regulations before using any crypto data APIs in live projects.

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