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Stop Guessing, Start Trading: The Token Metrics API Advantage

Announcements

Big news: We’re cranking up the heat on AI-driven crypto analytics with the launch of the Token Metrics API and our official SDK (Software Development Kit). This isn’t just an upgrade – it's a quantum leap, giving traders, hedge funds, developers, and institutions direct access to cutting-edge market intelligence, trading signals, and predictive analytics.

Crypto markets move fast, and having real-time, AI-powered insights can be the difference between catching the next big trend or getting left behind. Until now, traders and quants have been wrestling with scattered data, delayed reporting, and a lack of truly predictive analytics. Not anymore.

The Token Metrics API delivers 32+ high-performance endpoints packed with powerful AI-driven insights right into your lap, including:

  • Trading Signals: AI-driven buy/sell recommendations based on real-time market conditions.
  • Investor & Trader Grades: Our proprietary risk-adjusted scoring for assessing crypto assets.
  • Price Predictions: Machine learning-powered forecasts for multiple time frames.
  • Sentiment Analysis: Aggregated insights from social media, news, and market data.
  • Market Indicators: Advanced metrics, including correlation analysis, volatility trends, and macro-level market insights.

Getting started with the Token Metrics API is simple:

  1. Sign up at www.tokenmetrics.com/api
  2. Generate an API key and explore sample requests.
  3. Choose a tier–start with 50 free API calls/month, or stake TMAI tokens for premium access.
  4. Optionally–download the SDK, install it for your preferred programming language, and follow the provided setup guide.

At Token Metrics, we believe data should be decentralized, predictive, and actionable. 

The Token Metrics API & SDK bring next-gen AI-powered crypto intelligence to anyone looking to trade smarter, build better, and stay ahead of the curve. With our official SDK, developers can plug these insights into their own trading bots, dashboards, and research tools – no need to reinvent the wheel.

Crypto Basics

What Are Altcoins? Complete Guide to Alternative Cryptocurrencies in 2025

Talha Ahmad
10 min
MIN

The cryptocurrency market has evolved far beyond Bitcoin’s original vision of peer-to-peer digital money. Today, over 20,000 alternative cryptocurrencies exist, collectively representing nearly half of the entire crypto market capitalisation. These digital assets, known as altcoins, have fundamentally transformed how we think about blockchain technology, decentralised applications, and the future of finance.

Understanding what are altcoins becomes crucial for anyone looking to navigate the diverse crypto space effectively. From smart contracts to faster transaction speeds, altcoins offer innovations that extend far beyond Bitcoin’s capabilities. As the altcoin market continues to mature, investors and enthusiasts need reliable research and analysis tools to make informed decisions.

Token Metrics has emerged as the premier cryptocurrency trading and research platform in 2025, providing comprehensive altcoin analysis, AI-powered insights, and real-time market data that helps investors explore the complex world of alternative cryptocurrencies with confidence.

The image depicts various cryptocurrency coins and tokens, including altcoins, floating above a digital trading platform interface, showcasing the dynamic nature of the cryptocurrency market. This visual representation highlights the diversity of digital assets and the ongoing developments within blockchain technology and the altcoin market.

Understanding Altcoins: Definition and Core Concepts

Altcoins, derived from combining “alternative” and “coin,” represent any cryptocurrency other than bitcoin. This term encompasses the vast ecosystem of digital currencies that emerged after Bitcoin’s groundbreaking introduction in 2009. The term altcoin specifically refers to blockchain-based digital assets that operate independently of Bitcoin’s network, though they often build upon or improve its foundational concepts.

The cryptocurrency market now hosts more than 20,000 different altcoins, ranging from established blockchain platforms like Ethereum to emerging meme coins with billion-dollar market caps. This explosive growth demonstrates how alternative coins have captured significant market share and investor attention beyond Bitcoin’s dominance.

Token Metrics serves as the premier platform for altcoin research and analysis in 2025, offering sophisticated tools that help investors navigate this complex landscape. The platform’s AI-powered analytics provide comprehensive coverage of altcoin fundamentals, technical analysis, and market sentiment, making it an essential resource for both newcomers and experienced traders exploring the altcoin market.

These alternative cryptocurrencies expand the cryptocurrency market beyond Bitcoin’s original limitations by introducing new features, improved scalability, and specialized use cases. Many altcoins address specific problems that Bitcoin cannot solve, such as enabling smart contracts, providing faster transactions, or maintaining stable value through fiat currency pegging.

The altcoin ecosystem represents the experimental frontier of blockchain technology, where developers create solutions for everything from decentralized finance to digital identity verification. Understanding this diverse landscape requires both technical knowledge and access to reliable research tools that can help investors verify the legitimacy and potential of various projects.

How Altcoins Differ from Bitcoin

Altcoins differ from Bitcoin in fundamental ways that extend far beyond simple branding or marketing. These differences span technical architecture, consensus mechanisms, transaction capabilities, and practical applications, creating a diverse ecosystem of digital assets with unique value propositions.

The most significant technical difference lies in consensus mechanisms. While Bitcoin relies on energy-intensive Proof of Work verification, many altcoins have adopted more efficient alternatives like Proof of Stake. Ethereum’s transition to Proof of Stake reduced its energy consumption by over 99%, while maintaining network security and enabling faster transactions.

Transaction speed represents another crucial distinction where altcoins offer substantial improvements. Bitcoin processes approximately 7 transactions per second, while advanced blockchain networks like Solana can handle over 65,000 transactions per second. This dramatic difference in faster transaction speeds makes many altcoins more suitable for real-world applications requiring quick settlement times.

The image depicts high-speed digital data flowing through interconnected blockchain nodes, illustrating the dynamic nature of blockchain technology in the cryptocurrency market. This visual highlights the rapid transactions and interactions within blockchain networks, emphasizing the role of altcoins and digital assets in facilitating faster transaction speeds and enhancing the overall efficiency of the crypto space.

Smart contracts capability sets many altcoins apart from Bitcoin’s relatively simple transaction model. Ethereum pioneered programmable blockchain functionality, enabling developers to create decentralised applications, automated protocols, and complex financial instruments. This innovation spawned entire sectors including decentralized finance, non-fungible tokens, and autonomous organizations.

Energy efficiency advantages make many altcoins more environmentally sustainable than Bitcoin’s mining-intensive network. Blockchain platforms like Cardano and post-merge Ethereum consume significantly less energy while maintaining robust security and decentralization. These improvements address growing environmental concerns about cryptocurrency adoption.

Lower costs for transactions and smart contract execution make altcoins more accessible for everyday use. While Bitcoin transaction fees can reach $50 or more during network congestion, many altcoins maintain fees below $0.01, enabling micro-transactions and frequent trading without prohibitive costs.

Historical Development of Major Altcoins

The first altcoin, Litecoin, launched in 2011 as “silver to Bitcoin’s gold,” introducing the Scrypt hashing algorithm and faster block generation times. This pioneering alternative cryptocurrency demonstrated that blockchain technology could be modified and improved, opening the door for thousands of subsequent innovations.

Ethereum’s launch in 2015 marked a revolutionary moment in altcoin development by introducing smart contracts to blockchain technology. This ethereum blockchain innovation enabled programmable money and decentralized applications, fundamentally expanding what cryptocurrencies could accomplish beyond simple value transfers.

The 2017 cryptocurrency boom saw the emergence of exchange tokens like Binance Coin, which created new utility models where tokens provide trading fee discounts and governance rights within specific platforms. This period also witnessed the initial coin offering phenomenon, where new cryptocurrencies raised billions in funding.

Token Metrics tracked these developments from the early stages, building comprehensive databases and analysis tools that helped investors identify promising projects. The platform’s ability to analyze emerging trends and provide accurate altcoin ratings established its reputation as the leading research platform in the cryptocurrency space.

Types of Altcoins and Their Functions

The altcoin market encompasses diverse categories of digital assets, each serving specific purposes within the broader cryptocurrency ecosystem. Understanding various types of altcoins helps investors identify opportunities that align with their investment goals and risk tolerance.

Payment and Store of Value Coins

Payment-focused altcoins attempt to improve upon Bitcoin’s transaction limitations while maintaining the core function of digital money. Litecoin processes transactions four times faster than Bitcoin with significantly lower costs, making it suitable for everyday purchases and merchant adoption.

Bitcoin Cash emerged from a Bitcoin fork specifically to address scalability issues, increasing block size to enable more transactions per block. Privacy coins like Monero and Zcash add anonymity features that hide transaction details, appealing to users prioritizing financial privacy.

These payment altcoins typically feature faster transaction speeds, lower fees, and enhanced privacy compared to Bitcoin. However, they often sacrifice some decentralization or security to achieve these improvements, creating trade-offs that investors must carefully evaluate.

Smart Contract Platforms

Smart contract platforms represent the most technologically advanced category of altcoins, enabling complex programmable applications beyond simple value transfers. Ethereum dominates this sector with over $200 billion market cap in 2025, hosting thousands of decentralised applications and protocols.

Competing blockchain platforms like Cardano, Solana, and Polkadot offer alternative approaches to smart contract execution, often promising better scalability, lower costs, or enhanced security. Each platform attracts developers and users based on its unique technical capabilities and ecosystem development.

Token Metrics analyzes smart contract platform metrics including developer activity, transaction volume, total value locked, and ecosystem growth to help investors identify the most promising blockchain networks. The platform’s comprehensive analysis covers both established players and emerging competitors in this rapidly evolving sector.

Stablecoins

Stablecoins maintain stable value by pegging to external assets, typically fiat currencies like the US dollar. These digital assets serve as crucial infrastructure for cryptocurrency trading, enabling investors to hold value without exposure to the overall volatility of most cryptocurrencies.

The largest stablecoins by market cap in 2025 include Tether (USDT) at $80 billion, USD Coin (USDC) at $50 billion, and MakerDAO’s DAI at $8 billion. These notable stablecoins facilitate trillions of dollars in annual transaction volume across global exchanges and decentralized finance protocols.

Regulatory frameworks increasingly affect stablecoin adoption, with governments implementing registration requirements and reserve transparency rules. Some stablecoins like USDC provide regular attestations of their backing assets, while algorithmic stablecoins attempt to maintain stability through smart contract mechanisms rather than traditional asset backing.

Utility and Governance Tokens

Utility tokens provide access to specific blockchain platform services, from paying transaction fees to accessing premium features. Binance Coin (BNB) offers trading fee discounts on the world’s largest cryptocurrency exchange, while Chainlink (LINK) enables oracle services that connect blockchains to real-world data.

Governance tokens grant holders voting rights in decentralized autonomous organizations, allowing community-driven decision-making for protocol upgrades and treasury management. Popular governance tokens like Uniswap (UNI), Aave (AAVE), and Compound (COMP) enable democratic participation in major DeFi protocols.

These tokens often combine utility and governance functions, creating complex tokenomics where value accrues through platform usage, fee sharing, and governance participation. Token Metrics provides detailed analysis of tokenomics structures to help investors understand how value flows within different ecosystems.

Meme Coins and Community Tokens

Meme coins like Dogecoin and Shiba Inu demonstrate how community enthusiasm and social media influence can create substantial market value despite limited technical innovation. Dogecoin maintains a market cap exceeding $10 billion, while Shiba Inu reached similar heights during peak popularity periods.

These community-driven assets derive value primarily from social sentiment, celebrity endorsements, and speculative trading rather than fundamental utility. Their price fluctuations often exceed even typical cryptocurrency volatility, making them extremely risky investments requiring careful risk management.

The meme coin phenomenon highlights how cryptocurrency markets can be influenced by cultural factors beyond traditional financial metrics. Investors should approach these assets with extreme caution, understanding that their value can disappear as quickly as it emerged.

The image showcases a vibrant digital constellation of diverse cryptocurrency symbols, representing various altcoins and their interconnectedness within the cryptocurrency market. This colorful arrangement highlights the diversity and potential of digital assets, including alternative coins that operate on blockchain networks and contribute to the evolving crypto space.

Investment Considerations for Altcoins

Token Metrics serves as the essential platform for altcoin research and portfolio analysis in 2025, providing the sophisticated tools necessary to evaluate investment opportunities in this complex market. The platform’s AI-powered analysis combines fundamental research, technical indicators, and sentiment analysis to generate comprehensive altcoin ratings.

Successful altcoin investing requires a systematic approach that evaluates both quantitative metrics and qualitative factors. Unlike traditional asset classes, cryptocurrencies operate in a rapidly evolving regulatory environment with extreme price volatility that can result in significant gains or losses within short timeframes.

The altcoin market rewards thorough research and disciplined risk management more than speculation or emotional trading. Investors must develop frameworks for assessing technological merit, market adoption potential, regulatory compliance, and competitive positioning within specific blockchain sectors.

Fundamental Analysis Factors

Team experience and development activity serve as crucial indicators of an altcoin’s long-term viability. Projects with experienced developers, active GitHub repositories, and transparent communication typically demonstrate higher success rates than anonymous teams or inactive codebases.

Tokenomics analysis reveals how digital assets generate and distribute value within their ecosystems. Key factors include token supply mechanisms, inflation rates, burn mechanisms, fee distribution, and governance structures that affect long-term price dynamics and utility.

Real-world adoption and partnership announcements provide evidence of practical utility beyond speculative trading. Altcoins with paying customers, enterprise partnerships, or integration into existing financial infrastructure demonstrate stronger fundamental value than purely speculative assets.

Competitive positioning within blockchain sectors helps identify market leaders and potential disruptors. Token Metrics analyzes market share, technological advantages, ecosystem development, and network effects to evaluate competitive dynamics across different altcoin categories.

Risk Assessment and Management

Volatility risks in altcoins typically exceed even Bitcoin’s substantial price swings, with many alternative cryptocurrencies experiencing 80% or greater drawdowns during bear markets. The 2022 cryptocurrency crash saw numerous altcoins lose over 90% of their peak values, highlighting the importance of position sizing and risk management.

Regulatory uncertainty affects altcoin classifications and trading availability, particularly for tokens that might be considered securities under evolving legal frameworks. Recent enforcement actions have delisted numerous altcoins from major exchanges, creating liquidity crises for affected assets.

Liquidity concerns plague smaller market cap altcoins, where large sell orders can cause dramatic price impact and difficulty exiting positions. Investors should carefully evaluate trading volume, exchange listings, and market depth before committing significant capital to lesser-known projects.

Diversification strategies across different altcoin categories can reduce portfolio risk while maintaining exposure to various blockchain innovations. Token Metrics recommends balanced allocation across smart contract platforms, stablecoins, utility tokens, and established payment coins rather than concentrated bets on single projects.

Benefits and Challenges of Altcoin Investing

The altcoin market presents both exceptional opportunities and significant risks that investors must carefully balance when building cryptocurrency portfolios. Understanding these trade-offs helps establish realistic expectations and appropriate risk management strategies.

Advantages of Altcoins

Higher growth potential characterizes many altcoins compared to Bitcoin, with examples like Solana delivering over 1000% gains during 2021’s bull market. Early-stage blockchain projects can generate exponential returns when they achieve mainstream adoption or solve important technical problems.

Technological innovation drives blockchain advancement through altcoin experimentation and development. Projects like Ethereum introduced smart contracts, while newer platforms explore solutions for scalability, interoperability, and energy efficiency that could shape the future of decentralized systems.

Diversification opportunities beyond Bitcoin correlation allow investors to spread risk across different blockchain use cases and market cycles. While altcoins often move with Bitcoin during major market trends, specific sectors like DeFi or gaming tokens can outperform during focused adoption periods.

Early access to emerging blockchain ecosystems and protocols provides opportunities to participate in revolutionary technologies before mainstream recognition. Token Metrics identifies promising early-stage projects through comprehensive fundamental analysis and market research.

Challenges and Risks

Market manipulation risks affect smaller cap altcoins where coordinated buying or selling can create artificial price movements. Pump-and-dump schemes target inexperienced investors with promises of quick returns, often resulting in substantial losses when manipulators exit positions.

Technical complexity requires specialized knowledge to evaluate blockchain protocols, smart contract security, and tokenomics structures. Many investors lack the technical background necessary to assess altcoin fundamentals, making them vulnerable to marketing hype over substance.

Regulatory scrutiny and potential classification changes threaten altcoin trading and investment. Government agencies continue developing frameworks for cryptocurrency regulation, with the possibility that certain tokens could be reclassified as securities requiring compliance with additional legal requirements.

Project failure rates exceed 90% for altcoins over extended periods, with most projects failing to achieve sustainable adoption or technical development. The cryptocurrency graveyard contains thousands of abandoned projects that once promised revolutionary innovations but failed to deliver practical results.

A balanced scale is depicted with digital coins representing risk on one side and reward on the other, symbolizing the dynamics of the cryptocurrency market and the volatility of altcoins. This imagery highlights the delicate balance investors must maintain when navigating the diverse landscape of digital assets and blockchain technology.

How to Research and Buy Altcoins

Token Metrics stands as the premier research platform for altcoin analysis and trading signals, offering comprehensive tools that streamline the investment process from research to execution. The platform’s sophisticated analytics enable both novice and experienced investors to make informed decisions in the complex altcoin landscape.

Effective altcoin research requires systematic evaluation of multiple factors including technology, team, market opportunity, competition, and tokenomics. Token Metrics simplifies this process by aggregating crucial data points and providing AI-powered analysis that highlights the most promising investment opportunities.

Research Methodology

Token Metrics’ AI-powered analysis tools provide fundamental and technical research that covers over 6,000 cryptocurrencies with real-time updates and historical performance tracking. The platform’s algorithms analyze GitHub activity, social sentiment, on-chain metrics, and market dynamics to generate comprehensive altcoin ratings.

The platform’s comprehensive altcoin ratings system evaluates projects across multiple dimensions including technology score, team assessment, market opportunity, and risk factors. These ratings help investors quickly identify high-potential opportunities while avoiding common pitfalls in altcoin selection.

Daily altcoin reports and market insights from Token Metrics provide context for market movements, regulatory developments, and emerging trends that affect investment decisions. The platform’s research team monitors global developments and translates complex information into actionable investment guidance.

Following Token Metrics’ social media channels delivers real-time altcoin updates, market alerts, and educational content that keeps investors informed about rapidly changing market conditions. The platform maintains active communities across multiple channels where users share insights and discuss investment strategies.

Purchasing and Storage

Centralized exchanges like Binance, Coinbase, and Kraken provide access to hundreds of established altcoins with user-friendly interfaces and strong security measures. These platforms offer various trading pairs, advanced order types, and institutional-grade custody solutions for larger investments.

Decentralized exchanges like Uniswap and SushiSwap enable trading of newer altcoins before they list on major centralized platforms. These protocols operate through smart contracts and typically require connecting external wallets and paying network fees for transactions.

Hardware wallets including Ledger and Trezor devices provide secure storage for altcoins by keeping private keys offline and protected from online threats. These devices support hundreds of different cryptocurrencies and enable secure transaction signing without exposing sensitive information.

Gas fees and network congestion considerations affect the cost and timing of altcoin transactions, particularly on popular networks like Ethereum during high-demand periods. Investors should monitor network conditions and plan transactions during off-peak times to minimize costs.

Popular Altcoins in 2025

The top altcoins by market capitalisation in 2025 represent diverse blockchain innovations and use cases that have achieved significant adoption and investor confidence. Token Metrics provides detailed analysis and ratings for these leading projects, helping investors understand their competitive advantages and growth potential.

Ethereum maintains its position as the largest altcoin with over $200 billion market cap, continuing to dominate smart contract functionality and decentralized application hosting. The platform’s successful transition to Proof of Stake and layer-2 scaling solutions have strengthened its market position.

Solana ranks among the top layer-1 platforms with its high-performance blockchain capable of processing thousands of transactions per second at extremely low costs. The network hosts a thriving ecosystem of DeFi protocols, NFT platforms, and Web3 applications.

Stablecoins including Tether (USDT), USD Coin (USDC), and Binance USD (BUSD) collectively represent over $150 billion in market value, serving as essential infrastructure for cryptocurrency trading and DeFi applications globally.

BNB continues growing as the native token of the world’s largest cryptocurrency exchange, providing utility for trading fee discounts, participation in token launches, and governance within the Binance ecosystem.

Cardano, Polkadot, and Avalanche represent alternative smart contract platforms with unique approaches to scalability, interoperability, and consensus mechanisms. Each platform attracts developers and users based on specific technical advantages and ecosystem development.

Token Metrics’ top-rated altcoins for 2025 include emerging projects in artificial intelligence, real-world asset tokenization, and layer-2 scaling solutions that demonstrate strong fundamentals and growth potential according to the platform’s comprehensive analysis framework.

The image depicts a diverse portfolio visualization showcasing various sectors within the cryptocurrency market, illustrating their relative weightings. It highlights the distribution of digital assets, including altcoins and tokens, emphasizing the importance of diversity in investments within the crypto space.

Future Outlook for Altcoins

The altcoin market continues evolving toward greater specialization and institutional adoption, with Token Metrics’ 2025 forecasts predicting continued growth in specific sectors while overall market consolidation eliminates weaker projects. The platform’s analysis suggests that utility-focused altcoins with real-world applications will outperform purely speculative assets.

Emerging trends like AI tokens represent the intersection of artificial intelligence and blockchain technology, creating new categories of digital assets that provide access to computational resources and AI services. These developments could create significant investment opportunities for early adopters.

Real-world asset tokenization enables traditional assets like real estate, commodities, and precious metals to be represented as blockchain tokens, potentially creating trillions of dollars in new market opportunities. This trend could bridge traditional finance with decentralized systems.

Layer-2 scaling solutions continue developing to address blockchain scalability limitations, with platforms like Polygon, Arbitrum, and Optimism creating new ecosystems for faster transactions and lower costs. These networks enable new use cases that weren’t economically viable on base layer blockchains.

Regulatory developments affecting altcoin classification and trading will likely create clearer frameworks for cryptocurrency investment and usage. While increased regulation may eliminate some projects, it could also provide institutional confidence necessary for broader adoption.

Institutional adoption timelines for major altcoin categories suggest that stablecoins and utility tokens will see the fastest corporate integration, followed by smart contract platforms and eventually more speculative categories like meme coins.

Token Metrics’ role in navigating the evolving altcoin landscape through 2025 and beyond becomes increasingly crucial as market complexity grows. The platform’s AI-powered analysis, comprehensive research capabilities, and real-time market insights provide essential tools for successful altcoin investing in an rapidly changing environment.

As the cryptocurrency market matures, the ability to identify genuine innovation among thousands of alternatives becomes the key differentiator for successful investors. Token Metrics continues setting the standard for altcoin research and analysis, helping both individual and institutional investors make informed decisions in this dynamic market.

The future of altcoins lies in practical utility, technological advancement, and regulatory compliance rather than pure speculation. Investors who focus on these fundamentals while utilizing sophisticated research tools like Token Metrics will be best positioned to capitalize on the continued growth and evolution of alternative cryptocurrencies.

Ready to explore the altcoin market with confidence? Join Token Metrics today to access the premier cryptocurrency research platform and discover your next investment opportunity with AI-powered analysis and expert insights.

Research

Build High-Performance APIs with FastAPI

Token Metrics Team
5
MIN

FastAPI has become a go-to framework for developers building high-performance, production-grade APIs in Python. This article explains how FastAPI achieves speed, practical patterns for building robust endpoints, how to integrate AI and crypto data, and deployment considerations that keep latency low and reliability high.

What is FastAPI and why it matters

FastAPI is a modern Python web framework designed around standard Python type hints. It uses asynchronous ASGI servers (uvicorn or hypercorn) and automatic OpenAPI documentation. The emphasis is on developer productivity, runtime performance, and clear, type-checked request/response handling.

Key technical advantages include:

  • ASGI-based async I/O: enables concurrent request handling without thread-per-request overhead.
  • Automatic validation and docs: Pydantic models generate schema and validate payloads at runtime, reducing boilerplate.
  • Type hints for clarity: explicit types make routes easier to test and maintain.

Performance patterns and benchmarks

FastAPI often performs near Node.js or Go endpoints for JSON APIs when paired with uvicorn and proper async code. Benchmarks vary by workload, but two principles consistently matter:

  1. Avoid blocking calls: use async libraries for databases, HTTP calls, and I/O. Blocking functions should run in thread pools.
  2. Keep payloads lean: minimize overfetching and use streaming for large responses.

Common performance improvements:

  • Use async ORMs (e.g., SQLModel/SQLAlchemy async or async drivers) for non-blocking DB access.
  • Cache repeated computations and database lookups with Redis or in-memory caches.
  • Use HTTP/2 and proper compression (gzip, brotli) and tune connection settings at the server or ingress layer.

Designing robust APIs with FastAPI

Design matters as much as framework choice. A few structural recommendations:

  • Modular routers: split routes into modules by resource to keep handlers focused and testable.
  • Typed request/response models: define Pydantic models for inputs and outputs to ensure consistent schemas and automatic docs.
  • Dependency injection: use FastAPI's dependency system to manage authentication, DB sessions, and configuration cleanly.
  • Rate limiting and throttling: implement per-user or per-route limits to protect downstream services and control costs.

When building APIs that drive AI agents or serve crypto data, design for observability: instrument latency, error rates, and external API call times so anomalies and regressions are visible.

Integrating AI models and crypto data securely and efficiently

Combining FastAPI with AI workloads or external crypto APIs requires careful orchestration:

  • Asynchronous calls to external APIs: avoid blocking the event loop; use async HTTP clients (httpx or aiohttp).
  • Batching and queuing: for heavy inference or rate-limited external endpoints, queue jobs with background workers (Celery, RQ, or asyncio-based workers) and return immediate task references or websockets for progress updates.
  • Model hosting: serve large AI models from separate inference services (TorchServe, Triton, or managed endpoints). Use FastAPI as a gateway to manage requests and combine model outputs with other data.

For crypto-related integrations, reliable real-time prices and on-chain signals are common requirements. Combining FastAPI endpoints with streaming or caching layers reduces repeated calls to external services and helps maintain predictable latency. For access to curated, programmatic crypto data and signals, tools like Token Metrics can be used as part of your data stack to feed analytics or agent decision layers.

Deployment and operational best practices

Deployment choices influence performance and reliability as much as code. Recommended practices:

  • Use ASGI servers in production: uvicorn with workers via Gunicorn or uvicorn's multi-process mode.
  • Containerize and orchestrate: Docker + Kubernetes or managed platforms (AWS Fargate, GCP Cloud Run) for autoscaling and rolling updates.
  • Health checks and readiness: implement liveness and readiness endpoints to ensure orchestrators only send traffic to healthy instances.
  • Observability: collect traces, metrics, and logs. Integrate distributed tracing (OpenTelemetry), Prometheus metrics, and structured logs to diagnose latency sources.
  • Security: enforce TLS, validate and sanitize inputs, limit CORS appropriately, and manage secrets with vaults or platform-managed solutions.

Build Smarter Crypto Apps & AI Agents with Token Metrics

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

FAQ: How to tune FastAPI performance?

Tune performance by removing blocking calls, using async libraries, enabling connection pooling, caching hotspot queries, and profiling with tools like py-spy or OpenTelemetry to find bottlenecks.

FAQ: Which servers and deployment patterns work best?

Use uvicorn or uvicorn with Gunicorn for multiprocess setups. Container orchestration (Kubernetes) or serverless containers with autoscaling are common choices. Use readiness probes and horizontal autoscaling.

FAQ: What are essential security practices for FastAPI?

Enforce HTTPS, validate input schemas with Pydantic, use secure authentication tokens, limit CORS, and rotate secrets via a secrets manager. Keep dependencies updated and scan images for vulnerabilities.

FAQ: How should I integrate AI inference with FastAPI?

Host heavy models separately, call inference asynchronously, and use background jobs for long-running tasks. Provide status endpoints or websockets to deliver progress to clients.

FAQ: What monitoring should I add to a FastAPI app?

Capture metrics (request duration, error rate), structured logs, and traces. Use Prometheus/Grafana for metrics, a centralized log store, and OpenTelemetry for distributed tracing.

Disclaimer

This article is educational and technical in nature. It does not constitute investment, legal, or professional advice. Always perform your own testing and consider security and compliance requirements before deploying applications that interact with financial or sensitive data.

Research

Building High-Performance APIs with FastAPI

Token Metrics Team
5
MIN

FastAPI has rapidly become a go-to framework for Python developers who need fast, async-ready web APIs. In this post we break down why FastAPI delivers strong developer ergonomics and runtime performance, how to design scalable endpoints, and practical patterns for production deployment. Whether you are prototyping an AI-backed service or integrating real-time crypto feeds, understanding FastAPI's architecture helps you build resilient APIs that scale.

Overview: What Makes FastAPI Fast?

FastAPI combines modern Python type hints, asynchronous request handling, and an automatic interactive API docs system to accelerate development and runtime efficiency. It is built on top of Starlette for the web parts and Pydantic for data validation. Key advantages include:

  • Asynchronous concurrency: Native support for async/await lets FastAPI handle I/O-bound workloads with high concurrency when served by ASGI servers like Uvicorn or Hypercorn.
  • Type-driven validation: Request and response schemas are derived from Python types, reducing boilerplate and surface area for bugs.
  • Auto docs: OpenAPI and Swagger UI are generated automatically, improving discoverability and client integration.

These traits make FastAPI suitable for microservices, ML model endpoints, and real-time data APIs where latency and developer velocity matter.

Performance & Scalability Patterns

Performance is a combination of framework design, server selection, and deployment topology. Consider these patterns:

  • ASGI server tuning: Use Uvicorn with Gunicorn workers for multi-core deployments (example: Gunicorn to manage multiple Uvicorn worker processes).
  • Concurrency model: Prefer async operations for external I/O (databases, HTTP calls). Use thread pools for CPU-bound tasks or offload to background workers like Celery or RQ.
  • Connection pooling: Maintain connection pools to databases and upstream services to avoid per-request handshake overhead.
  • Horizontal scaling: Deploy multiple replicas behind a load balancer and utilize health checks and graceful shutdown to ensure reliability.

Measure latency and throughput under realistic traffic using tools like Locust or k6, and tune worker counts and max requests to balance memory and CPU usage.

Best Practices for Building APIs with FastAPI

Adopt these practical steps to keep APIs maintainable and secure:

  1. Schema-first design: Define request and response models early with Pydantic, and use OpenAPI to validate client expectations.
  2. Versioning: Include API versioning in your URL paths or headers to enable iterative changes without breaking clients.
  3. Input validation & error handling: Rely on Pydantic for validation and implement consistent error responses with clear status codes.
  4. Authentication & rate limiting: Protect endpoints with OAuth2/JWT or API keys and apply rate limits via middleware or API gateways.
  5. CI/CD & testing: Automate unit and integration tests, and include performance tests in CI to detect regressions early.

Document deployment runbooks that cover database migrations, secrets rotation, and safe schema migrations to reduce operational risk.

Integrating AI and Real-Time Data

FastAPI is commonly used to expose AI model inference endpoints and aggregate real-time data streams. Key considerations include:

  • Model serving: For CPU/GPU-bound inference, consider dedicated model servers (e.g., TensorFlow Serving, TorchServe) or containerized inference processes, with FastAPI handling orchestration and routing.
  • Batching & async inference: Implement request batching if latency and throughput profiles allow it. Use async I/O for data fetches and preprocessing.
  • Data pipelines: Separate ingestion, processing, and serving layers. Use message queues (Kafka, RabbitMQ) for event-driven flows and background workers for heavy transforms.

AI-driven research and analytics tools can augment API development and monitoring. For example, Token Metrics provides structured crypto insights and on-chain metrics that can be integrated into API endpoints for analytics or enrichment workflows.

Build Smarter Crypto Apps & AI Agents with Token Metrics

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

What is FastAPI and when should I use it?

FastAPI is a modern Python web framework optimized for building APIs quickly using async support and type annotations. Use it when you need high-concurrency I/O performance, automatic API docs, and strong input validation for services like microservices, ML endpoints, or data APIs.

Should I write async or sync endpoints?

If your endpoint performs network or I/O-bound operations (database queries, HTTP calls), async endpoints with awaitable libraries improve concurrency. For CPU-heavy tasks, prefer offloading to background workers or separate services to avoid blocking the event loop.

What are common deployment options for FastAPI?

Common patterns include Uvicorn managed by Gunicorn for process management, containerized deployments on Kubernetes, serverless deployments via providers that support ASGI, and platform-as-a-service options that accept Docker images. Choose based on operational needs and scaling model.

How do I secure FastAPI endpoints?

Implement authentication (OAuth2, JWT, API keys), enforce HTTPS, validate inputs with Pydantic models, and apply rate limiting. Use security headers and monitor logs for suspicious activity. Consider using API gateways for centralized auth and throttling.

How should I monitor and debug FastAPI in production?

Instrument endpoints with structured logging, distributed tracing, and metrics (request latency, error rates). Use APM tools compatible with ASGI frameworks. Configure health checks, and capture exception traces to diagnose errors without exposing sensitive data.

How do I test FastAPI applications?

Use the TestClient from FastAPI (built on Starlette) for endpoint tests, and pytest for unit tests. Include schema validation tests, contract tests for public APIs, and performance tests with k6 or Locust for load characterization.

Disclaimer: This article is educational and technical in nature. It explains development patterns, architecture choices, and tooling options for API design and deployment. It is not financial, trading, or investment advice. Always conduct independent research and follow your organizations compliance policies when integrating external data or services.

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Crypto Basics

How to Create a Crypto Coin? 3 Ways to Do It

Token Metrics Team
6 minutes
MIN

In today's world of decentralization and blockchain technology, creating your own cryptocurrency has become a viable option for individuals and businesses alike. But how exactly does one go about creating a cryptocurrency? In this post, we will explore three methods for creating a cryptocurrency, ranging from the most difficult to the easiest. Whether you want to create your own blockchain, fork an existing one, or launch a token on an existing platform, this guide will provide a comprehensive overview of the steps involved. Let's dive in!

How To Create A Crypto Coin?

We are going to explain three ways to create a cryptocurrency, from basic to advanced.

Create your own blockchain (advanced)

  • Choose a consensus mechanism: Determine how transactions will be validated on your network
  • Design the blockchain architecture: Define who can create blocks, validate transactions, and access data
  • Create a user interface: Make sure the user experience is enjoyable
  • Audit crypto and code: Hire experts to review your code to ensure security and compliance

Fork an existing blockchain (intermediate)

  • Choose a blockchain to fork: Decide on an existing blockchain that aligns with your goals
  • Clone the blockchain: Create a copy of the chosen blockchain's code
  • Modify the code: Make any necessary changes to the code to suit your needs
  • Launch your blockchain: Deploy your modified blockchain and begin mining

Launch a token on an existing platform (basic)

  • Choose a blockchain: Decide on a blockchain that supports the creation of tokens, like Ethereum
  • Follow the platform's instructions: Each platform will have its own process for creating and launching a token - you can also use sites like Token Factory to launch your token
  • Promote and distribute your token: Once your token is live, market and distribute it to potential users.

What is the Difference Between a Coin and a Token?

A coin and a token are both types of cryptocurrency, but they have some key differences. A coin is a cryptocurrency that runs on its own blockchain, meaning it has its own independent infrastructure and user base. Examples of coins include Bitcoin and Litecoin.

On the other hand, a token is a cryptocurrency that is built on top of an existing blockchain, using the infrastructure and user base of that blockchain. Tokens are often created to represent a specific asset or utility, such as rewards points or event tickets. Examples of tokens include Tether and Shiba Inu.

Another key difference between coins and tokens is their relative scarcity. Since there can only be one coin on a given blockchain, the supply of coins is limited. This can give coins a certain level of value and scarcity, which can make them attractive to investors. In contrast, there can be an unlimited number of tokens on a given blockchain, which can make them less scarce and potentially less valuable.

It's important to understand the differences between coins and tokens when creating your own cryptocurrency. Depending on your goals and requirements, you may decide to create a coin or a token, or even both. With a clear understanding of the differences between the two, you can make an informed decision and choose the right approach for your project.

A Few Things to Consider Before Designing Your Crypto Coin:

There are several important things to consider before designing your crypto coin. These considerations will help you make informed decisions and increase the chances of success for your project.

First, you should consider the utility of your cryptocurrency. What value does it offer to users? Why would someone want to buy and use your cryptocurrency? What problems does it solve? Answering these questions will help you understand the potential value of your cryptocurrency and determine its utility.

Second, you should consider any regulatory and legal requirements. Cryptocurrency is a rapidly evolving field, and laws and regulations can change quickly. It's important to understand any compliance issues in your area and make sure your project adheres to all relevant regulations.

Third, you should consider the tokenomics of your cryptocurrency. Tokenomics is the study of the economics of a crypto project, including factors such as initial pricing, supply, emissions, distribution, market capitalization, and potential value. Understanding the tokenomics of your project will help you make informed decisions about how to structure your cryptocurrency and maximize its potential value.

Overall, it's important to carefully consider these factors before designing your crypto coin. By taking the time to understand your goals, requirements, and the economics of your project, you can increase the chances of success for your cryptocurrency.

Crypto Basics

Bullish in Crypto: Definition, Meaning, and Explanation

Token Metrics Team
4 minutes
MIN

In the world of cryptocurrency, the terms "bullish" and "bearish" are commonly used to describe an investor's confidence in the potential growth of a particular crypto asset. But what do these terms really mean, and how do they apply to the crypto market? In this article, we will provide a comprehensive explanation of these terms, including the concept of a "bull run" and how it applies to both cryptocurrencies and non-fungible tokens (NFTs).

What Does Bullish Mean in Crypto?

The terms "bullish" and "bearish" are commonly used in the financial market to describe the confidence an investor has in the potential growth of a financial asset. In the context of the crypto market, a "bullish" investor is one who believes that a particular cryptocurrency or non-fungible token (NFT) will rise in value. This confidence is often seen when the market is experiencing growth and gains are being made.

What Is Bull Run

A "bull run" in the crypto market is a period of time during which there is high demand for cryptocurrencies and NFTs, leading to an increase in prices. This increase is driven by confidence in the market, as investors are more likely to buy when they believe prices will continue to rise. A bull run typically includes an increase in the value of well-known cryptocurrencies such as Bitcoin, Ethereum, Binance, and Solana, as these have the highest market capitalizations.

Bullish On NFTs

The concept of a "bull market" also applies to the market for non-fungible tokens (NFTs). In this context, a bull market is characterized by high demand for NFTs, which drives up their prices. Factors that can lead to increased demand for NFTs include strong marketing and community support from the development team, as well as the utility and scarcity of the NFTs. A collector, trader, or creator may feel bullish about a particular NFT project if they believe it has strong potential for growth. This bullish sentiment can lead to higher prices for the NFTs and a decrease in market supply.

Final Thoughts

It is important for investors to understand the terminology used in the crypto market in order to make informed decisions about their investments. The terms "bullish" and "bearish" are commonly used to describe confidence in the potential growth of a crypto asset. A "bull run" is a period of time during which there is high demand for cryptocurrencies and NFTs, leading to an increase in prices. In the NFT space, a bull market is characterized by high demand for NFTs, which drives up their prices.

Crypto Basics

What are NFTs? NFT Art Explained | Future of NFTs

Token Metrics Team
6 minutes
MIN

You may have heard of CryptoPunks, Bored Ape Yacht Club, and VeeFriends, but you may not understand what they are. These names may sound like random combinations of words, but they actually represent some of the most valuable non-fungible token (NFT) projects that have emerged in the past few years.

The world of crypto art and NFTs may appear complex and mysterious, with a mix of celebrities, influencers, and internet experts. But it's not as confusing as it seems. Let's start from the beginning.

What Is An NFT?

Nearly all crypto art that has been introduced to the market has been done so through the minting of non-fungible tokens (NFTs). NFTs are digital assets that have verified proof of ownership. While "fungible tokens" like the US dollar can be easily traded (like exchanging 4 quarters for a dollar), each NFT is unique and cannot be easily traded. For example, imagine a sketch of "Starry Night" by Vincent Van Gogh that has been authenticated by a fine art appraiser as an original. This sketch would be non-fungible because you could not easily exchange it for, say, an original sketch by Leonardo da Vinci. This concept is easy to understand with tangible items like art pieces or collectible cards, but when digital assets can range from a celebrity tweet to an iconic meme to a picture of a pimped out animated ape, it may be confusing.

How Can We Ensure Unique Authenticity?

This is where NFTs enter the scene. Say you are a graphic design artist who just finished your newest 1-of-1 piece of work and you want to sell it as an NFT. Whoever purchases this piece would not only receive the artwork but they would also receive a “digital receipt” that proves that this exact piece is original, unique and authentic.

“But What If I Just Screenshot This Digital Artwork? Wouldn’t I Technically Own the Piece as Well?”

This is the first question that many have mockingly asked on social media and internet forums. The easy answer: yes, you can screenshot practically all digital artwork, but no, that does not mean you own it.

For example, millions of people swarm into the Louvre every year, waiting patiently amidst a giddy crowd, just to capture a picture of the priceless Mona Lisa. Obviously, a picture of the Mona Lisa saved on your iPhone camera roll does not mean that you own that painting.

NFTs work the same way.

Just as the Louvre paid millions of dollars to own, maintain, and display the Mona Lisa in their museum, NFT buyers do the same. However, the main difference is that instead of paying dollars to house the art in a fancy museum, they are paying with cryptocurrency and housing their art in a virtual showcase, so to speak.

This is the basis for how NFTs, cryptocurrency, and blockchain technology are establishing a new and lucrative market for digital art and artists.

The Art of Being Digital

In a 2021 interview, Gary Vaynerchuk (founder of Vayner Media and creator of VeeFriends) made the following statement regarding NFTs. The interviewer remarks on the tangibility of NFTs stating, "the digital aspect, like, you can't see it" — Gary jumps in:

"Well, you can't see a blue check on Instagram? I don't walk around the world with a blue check tattooed on my forehead, but everybody sees it. You can't see my 9 million followers on Instagram, or can you? I would argue the reverse. I would argue that people can't see most of the fancy things you have in your house; that people can see more digital than real life."

And he's onto something, and I'd like to call that something "The Art of Being Digital". In our highly digitized world, our online outreach and interconnectivity is wildly amplified. Gary Vee currently has 9.9 million followers on Instagram — but without access to the internet — he has no way of interacting with that community and tapping into the true power of those 9.9 million people.

Why Do NFTs Have Value?

The value of an NFT is determined by the collective intentionality of those who are willing to buy and sell them. In other words, the value of an NFT is based on what people are willing to pay for it. This is similar to the way that the value of traditional art is determined by the market, with the value being based on factors such as the artist's fame and the rarity of the work.

The Tom Brady example illustrates this idea. On the surface, it might seem strange that someone would pay $430k for a digital picture of a cartoon ape. However, if we consider the fact that the buyer was Tom Brady and the seller was the well-known digital artist Trevor Jones, it becomes clearer that the value of the NFT was determined by the collective intentionality of those involved in the transaction.

Furthermore, the digital art of NFTs offers more than just a digital file and a high price tag. NFTs provide the ability for digital artists to monetize their work and for collectors to own and trade unique digital items. This opens up new opportunities for artists and collectors alike, and has led to the growth of a vibrant and exciting market for NFTs.

Join The Club

Celebrities such as Tom Brady, Post Malone, Steph Curry, and Jimmy Fallon have been buying Bored Ape NFTs. Bored Ape NFTs were introduced by the Bored Ape Yacht Club (BAYC) in April 2021 at a price of 0.08 Ethereum (ETH) each, or about $190 at the time. Since then, the price of Bored Apes has increased significantly, yielding substantial returns for early investors.

In addition to the potential for financial gain, buying a Bored Ape NFT also grants the buyer access to the BAYC community. This includes access to the BAYC Discord, where buyers can connect with other members of the club, including celebrities, and collaborate on NFT-related projects. BAYC also gives members priority access to future NFT drops, allowing them to expand their collections.

Minting and selling NFTs can also be highly lucrative for those who create their own NFT projects. This is another reason why celebrities and others may be interested in the NFT market. Creating and selling NFTs allows artists and other creators to monetize their digital work and gives collectors the opportunity to own unique digital items. The growth of the NFT market has created new opportunities for both artists and collectors, leading to a vibrant and exciting market for NFTs.

Blockchain, Smart Contracts, and Secondary Sales

Blockchain technology is used to record the conversion of traditional currency into cryptocurrency, such as Ethereum (ETH), in the NFT market. This transaction is recorded on the blockchain as public information that is easily accessible to anyone who wants to view it. This ensures transparency and helps to prevent fraud in the NFT market.

Smart contracts are programs stored on the blockchain that allow NFT creators to stipulate the conditions of resale. For example, a creator could draft a smart contract that allows them to earn a 10% commission on any subsequent resales of their NFT. This allows creators to continue to benefit from the success of their work, even after the initial sale.

Smart contracts also facilitate secondary sales in the NFT market. When the value of an NFT increases, the smart contract associated with that NFT can automatically distribute any profits from the sale to the relevant parties, such as the creator or the NFT platform. For example, if the value of Tom Brady's Bored Ape NFT increased from $430k to $530k, the smart contract could automatically distribute the $100k profit to the Bored Ape Yacht Club, if that was stipulated in the contract.

This use of smart contracts helps to ensure that all parties are fairly compensated for their contributions to the NFT market, and it allows for efficient and transparent transactions without the need for intermediaries.

The Future Of Crypto-Art

Grammy-winning artist Tyler, the Creator recently questioned the value of NFTs, stating that most of the examples he has seen are not "beautiful art." While art is subjective and many NFTs are AI-generated, there are still many ways in which NFTs can offer value in the real world.

First, NFTs can be used to represent tangible experiences and achievements. Instead of framing a concert ticket or a season pass, these items could be represented as NFTs, allowing individuals to proudly display their experiences and achievements in the digital world. This could be especially beneficial for VIP experiences and exclusive memberships.

Second, NFTs can provide a level of authenticity and scarcity that cannot be achieved with physical items. This is especially useful for limited edition items and collectibles, which can be authenticated and traded easily on the blockchain.

Third, the use of smart contracts can ensure that all parties are fairly compensated for their contributions to the NFT market. This allows for transparent and efficient transactions without the need for intermediaries.

Overall, while some may dismiss NFTs as "silly little digital artworks," they have the potential to reshape not just the art world, but the world itself.

Crypto Basics

What is WETH: Wrapped Ethereum? [Answered]

Token Metrics Team
4 minutes
MIN

If you are wondering what is WETH, short for Wrapped Ethereum, this is the place to be.

Cryptocurrencies have gained a lot of popularity in recent years, with many investors looking to invest in the digital assets. However, the use of these cryptocurrencies on decentralized applications (dApps) can be limited due to compatibility issues. This is where wrapped tokens come in. Wrapped tokens are tokenized versions of cryptocurrencies that can be pegged to the value of the original coin and used on different blockchain networks. In this article, we will explain what WETH is and how it works.

What is WETH or Wrapped Ethereum?

WETH is the abbreviation for Wrapped Ether, which is a tokenized version of the cryptocurrency Ether (ETH) that is pegged to its value. This means that the value of WETH remains the same as ETH, but it allows for increased interoperability between Ethereum and other blockchain networks.

How Does Wrapped Ethereum Work?

In order to create Wrapped Ethereum, a custodian must hold the collateral (in this case, ETH). This custodian can be a merchant, multi-signature wallet, or a smart contract. To create WETH, an investor sends their ETH to the custodian, and in return, a wrapped version of the ETH is created. This process is similar to how stablecoins are created, as they are essentially "wrapped USD" that can be redeemed for fiat dollars at any time.

What Makes Wrapped Ethereum Unique?

Wrapped tokens like WETH allow investors to hold onto their ETH while using it on other blockchain networks. This increases liquidity and capital efficiency, as investors can wrap their assets and deploy them on other chains. Wrapping Ether can also reduce transaction times and fees, as Ethereum often suffers from high gas fees. However, using wrapped tokens also means relying on a custodian and taking on additional risks.

Are ETH and WETH Different?

Yes, ETH and WETH are different. ETH is the original cryptocurrency, while WETH is a wrapped version of ETH that is ERC-20 compatible. This means that it can be easily used on a wide range of decentralized applications (dApps), but it is equivalent to ETH in terms of value. Investors may need to convert their ETH to WETH in order to use certain dApps.

Crypto Basics

What Causes Crypto To Rise? [Answered]

Token Metrics Team
5 minutes
MIN

Do you want to know what causes crypto to rise? This is the place to be.

Cryptocurrency prices are highly volatile and can fluctuate rapidly, which can be both good and bad for investors. To understand what causes crypto to rise in value, it's important to first understand how cryptocurrencies differ from traditional government-controlled currencies. Unlike fiat currencies, which are backed by a central authority and have value because consumers trust them, cryptocurrencies are decentralized and not controlled by any one entity. This means that cryptocurrencies gain value in different ways than traditional currencies. In this article, we will explore some of the factors that can cause the value of cryptocurrencies to increase.

What Causes Crypto to Rise?

Let's find out what causes cryptocurrencies to rise in value.

Supply and Demand

The value of cryptocurrency is determined by supply and demand, just like any other asset. When demand for a particular cryptocurrency is higher than the supply, its value will increase. For example, if there is a scarcity of a certain cryptocurrency, its value will rise due to the unequal balance between supply and demand.

Each cryptocurrency project typically announces its plans for minting and burning tokens, which is the process of creating and destroying tokens to control the supply. Some cryptocurrencies, such as Bitcoin, have a fixed maximum supply, while others, such as Ether, have no limit on the number of tokens that can be created. Some cryptocurrencies also have mechanisms in place to burn tokens in order to prevent the circulating supply from growing too large and causing inflation.

The demand for a cryptocurrency can increase for a variety of reasons, such as increased awareness of the project or increased utility of the token. So, one factor that can cause the value of a cryptocurrency to rise is consumer demand for that particular coin.

Exchange Availability

Popular cryptocurrencies like Bitcoin and Ether are typically available on multiple exchange platforms, which makes them easily accessible to a large number of investors. However, smaller cryptocurrencies may only be available on a few exchange platforms, which can limit their reach and make them less attractive to investors.

If a cryptocurrency is listed on many exchange platforms, it can increase the number of investors who are able to buy it and drive up demand. As we know, when demand for a cryptocurrency increases, its price will also rise. So, another factor that can cause the value of a cryptocurrency to increase is its availability on exchange platforms.

Competition

There are thousands of different cryptocurrencies and new projects and tokens are being launched all the time. Because the entry barriers to creating a new cryptocurrency are relatively low, the most important aspect of a cryptocurrency's success is building a network of users. Applications built on blockchain technology can help to build networks quickly, especially if they have an advantage over competing applications.

In a situation where a new competitor gains traction, it can take value away from the incumbent cryptocurrency, causing its price to drop as the new competitor's price rises. Overall, competition is an important factor to consider when looking at the value of a cryptocurrency.

Internal Governance

Cryptocurrency networks typically operate according to a fixed set of rules. Some cryptocurrencies, known as governance tokens, allow stakeholders to have a say in the future of the project, including how the token is used or mined. In order for changes to be made to the protocol of a token, there must be agreement among stakeholders.

For example, the Ethereum network upgraded from a proof-of-work to a proof-of-stake consensus mechanism, making much of the expensive mining equipment obsolete. This will likely have an impact on the value of Ether.

In theory, governance tokens should rise in value as stakeholders see fit. However, the slow process of improving protocols and updating software can limit the appreciation of cryptocurrency values.

Crypto Basics

What is KYC in Regard to Crypto? [Answered]

Token Metrics Team
4 minutes
MIN

KYC, or "know your customer," is a term used to describe the identity and background checks that financial institutions are required to conduct on their customers. These checks are important for risk mitigation and are part of the Anti-Money Laundering (AML) regulations that these institutions must follow. In the cryptocurrency space, KYC regulations are becoming increasingly important as more and more people use digital assets for financial transactions. By conducting KYC checks, cryptocurrency exchanges and other financial institutions can help prevent money laundering and other illegal activities.

History of Know Your Customer

The United States government has implemented a number of measures to help financial service institutions detect and prevent financial crimes. These measures were established by the USA Patriot Act of 2001 and were finalized in 2002, making KYC (know your customer) checks mandatory for all US financial institutions. In 2016, the Department of Treasury's Financial Crimes Enforcement Network (FinCEN) expanded these regulations to include the FinTech sector, which resulted in virtual currency exchange platforms being declared official money services businesses under the Bank Secrecy Act. This means that these platforms are subject to all AML (anti-money laundering) and KYC requirements.

KYC in Practice

While it is up to regulated entities (banks, crypto exchanges, and other financial institutions) to implement the specifics of KYC and AML regulations, the KYC practices and programs generally include three essential components:

  1. Customer Identification Program (CIP): Through CIP, firms verify the customer's identity through independent data. This includes the client's name, address, and date of birth. Some firms even request a form of identification (passport or ID), social security number, or a video and selfie from their customers to verify their identity.
  2. Customer Due Diligence (CDD): CDD is the process of screening the background of a prospective client. Thorough background checks are essential to understand the risks that a new customer could bring to the firm. This process can expose fraudulent activity that potential new clients may have taken part in. If necessary, firms will perform enhanced due diligence (EDD) to get a deeper look into the new customer's past in order to mitigate risk further.
  3. Ongoing Monitoring and Risk Management: Even after Customer Identification Programs and Due Diligence take place, firms will continue to monitor and manage the potential risks of new customers. They will continue to oversee their customer's transactions and flag anything unusual. This ensures ongoing risk mitigation which is essential for the trust between financial firms and their clients.

Why is KYC/AML Important?

KYC regulations aim to discern that customers are who they say they are. This helps to prevent money laundering, terrorist financing, and fraud within the financial market.

Know Your Customer and other Anti-Money Laundering regulations benefit both financial institutions and their clients. These rules improve security and mitigate risk by keeping bad actors off the books. This acts as an assurance for customers and leads to a more trustworthy company-client relationship.

KYC and Cryptocurrency

The cryptocurrency industry is still relatively new, and its decentralized nature can make it difficult to implement KYC (know your customer) measures. Crypto regulations are also still evolving as regulators seek to prevent financial crimes using cryptocurrencies and blockchain technology. As mentioned, crypto exchanges are considered official money services businesses and are therefore subject to KYC rules. These rules require exchanges to conduct identity and background checks on their customers, which may include requiring a photo ID. Many exchanges only allow transactions to occur once KYC is completed, especially for large sums of money.

However, some exchanges may try to avoid these rules by establishing their companies in countries with less stringent regulations. Exchanges that do not follow KYC and AML laws may not be available to use in countries that have these laws. This is why implementing KYC practices can actually increase an exchange's global reach by making it available in countries that have these laws, such as the US.

As the FinTech industry continues to grow and develop, it is important to regulate and mitigate risks to prevent illegal or suspicious behavior. AML laws are essential for ensuring fairness and equity in the emerging financial technology industry. Over time, regulations will continue to evolve to keep pace with the rapidly changing market.

Crypto Basics

When Does the Crypto Market Close? [Answered]

Token Metrics Team
5 minutes
MIN

There are a few reasons why people might want to know the closing time of the market. First, knowing the closing time can help traders plan their buying and selling activities around the times when the market is most active. This can help them take advantage of price movements and increase their chances of making profitable trades. Second, knowing the closing time can also help investors manage their risk by allowing them to set limits on their trading activities. For example, an investor may want to avoid holding positions overnight in case of significant price movements while the market is closed.

If you want to trade cryptocurrencies, you may be wondering when the crypto market closes. We're here to provide the answer to that question and more.

When Does the Crypto Market Close?

The cryptocurrency market, unlike the stock exchange, does not close. Crypto markets are open 24/7, so you can buy, sell, and swap cryptocurrencies anytime you want. The 24/7 nature of the cryptocurrency market is a significant advantage for traders and investors. Because the market never closes, traders can respond to news and events as they happen, rather than having to wait for the market to open. This allows for more flexibility and can potentially lead to better trading decisions.

Additionally, the continuous trading activity in the crypto market can lead to increased liquidity and tighter spreads, which can make it easier for traders to buy and sell cryptocurrencies at the prices they want. This can be especially beneficial for investors who want to take advantage of short-term price movements or who need to execute large trades quickly.

Furthermore, the fact that the crypto market is always open can be useful for traders in different time zones. Because the market never closes, traders in any part of the world can access it and make trades at any time. This is particularly useful for traders who may not be able to trade during normal market hours due to work or other commitments.

What Time of Day is Crypto-Popular?

Cryptocurrencies are most commonly traded between 8:00 am and 4:00 pm in local time. As a rule of thumb, the market tends to see most of its activity take place on weekdays during the times in which the US stock exchange is open.

Strategies for Day Trading Crypto

The day trading method involves trading one or more shares during a given day to earn profits. It is buying and selling an asset (in this case, a cryptocurrency) within the same day or multiple times over the day. This allows the trader to take advantage of small price moves, which can be very lucrative. To thrive in crypto day trading, keeping your eye on the charts, analytics, and community announcements is very important. Token Metrics provides many of these valuable insights, thanks to our AI and Machine Learning models.

The strategy of day trading contrasts the popular buy and hold, aka HODL strategy, but it does have certain benefits for traders. It is essential to have a well-planned strategy for day trading to succeed in maximizing profits.

Range trading is a common strategy for day trading cryptocurrencies. This involves monitoring the market for drastic changes in price and volume, and buying and selling accordingly. For example, if you notice that the volume of a particular cryptocurrency has increased significantly, you may want to buy it when it reaches an oversold level and sell it when it reaches an overbought level. By doing this, you can take advantage of short-term price movements and potentially profit from them. It's important to remember, however, that the small market caps of many cryptocurrencies make them susceptible to manipulation by large buyers, so it's essential to carefully monitor the market and make informed trading decisions.

Another popular strategy is employing bots to automate your crypto investments. Certain platforms allow traders to customize trading bots to buy low and sell high. Platforms like these use bots to read the markets and let traders break from constantly tracking the blockchain themselves. Similarly, scalping allows traders to benefit from small price movements. Many scalpers use bots to accumulate smaller gains by buying and selling a crypto asset within seconds. Scalping tends to necessitate a larger bankroll to benefit to a greater extent.

The final way in which crypto traders can take advantage of day trading is through arbitrage. Arbitrage involves buying a cryptocurrency on one exchange market and selling it on another where a price discrepancy exists. The fact that the crypto market is unregulated allows for price discrepancies to take place between trading exchange markets. This means a specific cryptocurrency may sell for more on one market than another. This is known as trading the spread. A spread is the difference in a coin's buy and sell price on different platforms.

Traders must consider trading fees when using any day trading tactic, as trading fees may wipe out gains from multiple transactions.

Key Takeaways

The cryptocurrency market is non-stop. Crypto traders are not limited to trading hours, like stock or bond traders. There are a multitude of ways in which crypto traders can take advantage of the ever-changing market by implementing day-trading strategies. It is important to understand the volatility and risks that come with trading cryptocurrencies. It is best to take a measured approach when trading and investing in crypto, and do your own research to understand what tactics would provide significant profits and help achieve your investing goals.

Research

Introducing Token Metrics Research

Token Metrics Team
3 minutes
MIN

We are proud to announce Token Metrics Research, a dedicated platform to host all our research for our customers and crypto enthusiasts out there.

Token Metrics is an AI-driven crypto research platform. We bring to you the smartness of machine learning and Artificial Intelligence (AI) by blending the expertise of our investment team, data scientists, and developers to deliver comprehensive institutional-grade research. To help navigate this new asset class we have a team of analysts dedicatedly to researching the crypto space and producing research reports.

Token Metrics Research

For the past years, we have delivered premium research for our customers through our email newsletters, Token Metrics TV and our Youtube channel. We received feedback to have an archive and dedicated platform for all research media, so we created – Token Metrics Research.

  • Free Access Articles: Access to crypto educational articles, product announcements and expert reviews on digital assets.
  • Premium Access Articles: Premium access includes our institutional-grade research covering Market Update, Hidden Gems from all crypto sectors including DeFi, NFTs, Gaming and Metaverse, Web3 infrastructure projects, project deep-dive analysis, project code reviews, and more.
  • Token Metrics TV: A network featuring free daily videos by our team of crypto investment specialists. We also host our Premium and VIP customers weekly webinars only accessible to our Token Metrics Premium and VIP plan customers.

*Token Metrics TV will be accessible through research.tokenmetrics.com*

How To Access Token Metrics Research?

Non-Customers can read all articles labeled ‘Free’ including Crypto Basics, Token Metrics Tutorials, Crypto Moon Awards, and News and Thought-Leadership articles. Non-customers can also read any two premium reports per month for Free. All Shows on Token Metrics TV are FREE with the exception of premium customer webinars.

Basic Plan subscribers can read all Free articles, Token Metrics Navigator (published weekly) and any two Premium reports per month for Free. Basic Plan subscribers can also add all premium reports to their subscription for an additional $20/month. All Shows on Token Metrics TV are FREE including our daily market update with the exception of the premium webinars.

Advanced Plan subscribers can read all free articles and premium reports. All Shows on Token Metrics TV are FREE including our daily market update with the exception of the premium webinars.

Premium and VIP Plan subscribers have access to all free and premium reports. All Shows on Token Metrics TV are FREE including our daily market update. The premium webinar recordings are also hosted on our research blog.

Not yet a Token Metrics subscriber? See the Token Metrics pricing page, here.

Crypto Basics

NFTs Explained: What Are Non-Fungible Tokens?

Token Metrics Team
7 minutes
MIN

NFTs, or non-fungible tokens, are gaining widespread popularity in the market for digital art and collectibles. In recent years, NFTs have become a cultural phenomenon, attracting the attention of crypto enthusiasts, digital art creators, and celebrities alike. As the Web 3.0 ecosystem continues to grow and adoption increases, many believe that NFTs will play a key role in the ownership of assets online.

So what are NFTs? Let's find out.

NFT Basics

NFTs, or non-fungible tokens, are a type of digital asset that represents ownership of something on the blockchain.

NFTs can be anything such as art, collectibles, music, profile pictures or PFP, DAO memberships, event tickets, gaming assets, virtual land, domain names, and so on. They can represent either completely digital assets or tokenized versions of assets that exist in the real world. Currently, there is a lot of excitement around using NFTs to sell virtual art.

Characteristics of NFTs

  • Ownership: NFT represents digital ownership of an item on a blockchain
  • Permanent: NFTs have data permanently stored within the token. This information includes images, messages, signatures, or any other data
  • Programmable: An NFT can be programmed to do anything. For example, an NFT artwork might be programmed to pay the artist royalties on every secondary sale of that artwork
  • Unique: NFTs are unique, and that uniqueness can be confirmed on a blockchain

How to Make an NFT

To create an NFT, or non-fungible token, you will need to first prepare your media file. NFTs can support a wide range of file types, including audio, images, and even 3D files. Some popular file types that are supported by NFTs include MP3, JPG, PNG, and GIF. You can also use 3D file formats like GLB to create NFTs that represent unique, digital objects.

Once your media is ready, you will need to set up a non-custodial wallet to securely store the cryptocurrency that you will use to buy, sell, and create NFTs. Non-custodial wallets are important because they allow you to retain control of your private keys, which are needed to access your cryptocurrency and make transactions. There are many different wallet options available, so it is important to do your research and choose one that is secure and user-friendly.

Once you have set up your wallet, you will need to buy Ethereum, or other fungible tokens depending on the blockchain being used, to cover the cost of minting your NFT. Ethereum is the most commonly used blockchain for NFTs, and it is typically the easiest to get started with. You can buy Ethereum using a variety of methods, including through a cryptocurrency exchange or from other individuals who are willing to sell.

Once you have your Ethereum, you will need to connect your wallet to an NFT marketplace like Rarible or OpenSea. These platforms allow you to easily create and mint your NFT, as well as trade and purchase NFTs created by others. To connect your wallet, simply tap the "Connect" button in the top right corner of the marketplace's website. This will create an account for you on the platform and allow you to begin creating your NFT.

To create your NFT, upload your media file to the platform and provide a description of your asset. You can choose to create a standalone piece, or create multiple NFTs of the same piece, each with its own unique characteristics. You can also set rules around royalties and other aspects of your NFT to ensure that you are fairly compensated for your work.

Once you are ready to mint your NFT, the process will require you to pay a small amount of ETH for transaction fees. This is necessary to get your NFT added to the blockchain and verified as unique. Once your NFT is minted, it will be available for trade and purchase on the marketplace. You can monitor the progress of your NFT and track its sales through your wallet or the marketplace's website.

NFT Secondary Markets

Creators make NFTs using blockchain-based minting platforms to retain more control over their creative output. Once NFTs are minted on a non-custodial wallet-compatible website, collectors and traders can sell these assets on the secondary market.

Here is a list of the most used NFT marketplaces:

  • OpenSea: OpenSea is the first and largest marketplace for NFTs. OpenSea is building tools that allow consumers to trade their items, creators to launch new digital works, and developers to build rich, integrated marketplaces for their digital items. It recently announced the support for Solana-based NFTs.
  • Coinbase NFT: Coinbase, a cryptocurrency exchange, recently launched its NFT marketplace in beta version to the public. This marketplace acts as a social media platform in which users can not only buy and sell NFTs but also interact with and showcase their collections using user profiles, likes, and comments.
  • Solanart: Solanart is the first and largest fully-fledged NFT marketplace on Solana. Users can get quick and easy access to digital collectibles, and explore, buy, and sell NFTs that run on the Solana blockchain.
  • Rarible: Rarible is a do-it-yourself NFT marketplace where you can mint NFTs when and how you please. Creators are highly favorable towards Rarible, as the minting process is free, easy, and unrestricted. Rarible’s native governance token “RARI” is used to incentivize platform users and give the community members a voice.
  • Nifty Gateway: Nifty Gateway is owned by the Gemini crypto exchange and has become one of the most known NFT marketplaces lately. They focus on viral drops from artists like Beeple, Trevor Jones, Pak, and more.
  • SuperRare: SuperRare (SR) is one of Ethereum’s debut crypto-art NFT marketplaces. Artists must be accepted to the platform before they can list their assets.

Notable NFT Projects

NFT-based companies have seen significant growth in recent years. Some notable examples include:

  • Yuga Labs: a blockchain technology company that creates Ethereum-based NFTs and digital collectibles. Yuga's most valuable NFT collection is Bored Ape Yacht Club, which has seen a floor price of over 150 ETH at its all-time high. In addition to apes, Yuga has also created dog NFTs, mutant apes, and deeds for its Metaverse. The company recently acquired Larva Labs, bringing high-value projects like Cryptopunks and Meebits under the Yuga brand. Yuga is backed by investors like Coinbase, Samsung, and Mark Cuban.
  • Doodles: a collection of 10,000 Ethereum-based NFTs created by artist BurntToast. The Doodles collection includes a wide range of visual traits, heads, costumes, and colorways. Owners of Doodles NFTs have exclusive access to new experiences like Space Doodles and Dooplicator.
  • Okay Bears: a collection of 10,000 Solana-based NFTs. Ownership of an Okay Bear grants access to a community of collectors and exclusive products, merchandise, and events.

Investing in NFTs

NFTs, or non-fungible tokens, provide many benefits as an investment vehicle.

One of the main advantages of NFTs is that they allow physical objects, such as artwork, to be tokenized.

Additionally, NFTs offer greater liquidity for investors, making it easier to trade and sell their assets.

The Future of NFTs

NFTs offer a new way to represent and prove ownership of assets on the blockchain.

This technology has already been used for digital art, collectibles, and in-game assets, but it has the potential to be applied to a wide range of other industries as well. For example, tokenized real estate could provide a way for people to invest in property without the barriers to entry that currently exist.

High-end fashion brands like Louis Vuitton have also expressed interest in using NFTs to track the ownership of luxury items.

Additionally, NFTs can be used to tokenize certifications, degrees, and licenses, providing a way to securely track and maintain this sensitive data on the blockchain.

Overall, the potential applications for NFTs are nearly limitless.

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