
Every hour you wait is a signal you miss.

Stop Guessing, Start Trading: The Token Metrics API Advantage
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:
- Sign up at www.tokenmetrics.com/api.
- Generate an API key and explore sample requests.
- Choose a tier–start with 50 free API calls/month, or stake TMAI tokens for premium access.
- 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.
FastAPI: Build High-Performance Python APIs
FastAPI has become a go-to framework for teams that need production-ready, high-performance APIs in Python. It combines modern Python features, automatic type validation via pydantic, and ASGI-based async support to deliver low-latency endpoints. This post breaks down pragmatic patterns for building, testing, and scaling FastAPI services, with concrete guidance on performance tuning, deployment choices, and observability so you can design robust APIs for real-world workloads.
Overview: Why FastAPI and where it fits
FastAPI is an ASGI framework that emphasizes developer experience and runtime speed. It generates OpenAPI docs automatically, enforces request/response typing, and integrates cleanly with async workflows. Compare FastAPI to traditional WSGI stacks (Flask, Django sync endpoints): FastAPI excels when concurrency and I/O-bound tasks dominate, and when you want built-in validation and schema-driven design.
Use-case scenarios where FastAPI shines:
- Low-latency microservices handling concurrent I/O (databases, HTTP calls, queues).
- AI/ML inference endpoints that require fast request routing and input validation.
- Public APIs where OpenAPI/Swagger documentation and typed schemas reduce integration friction.
Async patterns and performance considerations
FastAPI leverages async/await to let a single worker handle many concurrent requests when operations are I/O-bound. Key principles:
- Avoid blocking calls inside async endpoints. Use async database drivers (e.g., asyncpg, databases) or wrap blocking operations in threadpools when necessary.
- Choose the right server. uvicorn (with or without Gunicorn) is common: uvicorn for development and Gunicorn+uvicorn workers for production. Consider Hypercorn for HTTP/2 or advanced ASGI features.
- Benchmark realistic scenarios. Use tools like wrk, k6, or hey to simulate traffic patterns similar to production. Measure p95/p99 latency, not just average response time.
Performance tuning checklist:
- Enable HTTP keep-alive and proper worker counts (CPU cores × factor depending on blocking).
- Cache expensive results (Redis, in-memory caches) and use conditional responses to reduce payloads.
- Use streaming responses for large payloads to minimize memory spikes.
Design patterns: validation, dependency injection, and background tasks
FastAPI's dependency injection and pydantic models enable clear separation of concerns. Recommended practices:
- Model-driven APIs: Define request and response schemas with pydantic. This enforces consistent validation and enables automatic docs.
- Modular dependencies: Use dependency injection for DB sessions, auth, and feature flags to keep endpoints thin and testable.
- Background processing: Use FastAPI BackgroundTasks or an external queue (Celery, RQ, or asyncio-based workers) for long-running jobs—avoid blocking the request lifecycle.
Scenario analysis: for CPU-bound workloads (e.g., heavy data processing), prefer external workers or serverless functions. For high-concurrency I/O-bound workloads, carefully tuned async endpoints perform best.
Deployment, scaling, and operational concerns
Deploying FastAPI requires choices around containers, orchestration, and observability:
- Containerization: Create minimal Docker images (slim Python base, multi-stage builds) and expose an ASGI server like uvicorn with optimized worker settings.
- Scaling: Horizontal scaling with Kubernetes or ECS works well. Use readiness/liveness probes and autoscaling based on p95 latency or CPU/memory metrics.
- Security & rate limiting: Implement authentication at the edge (API gateway) and enforce rate limits (Redis-backed) to protect services. Validate inputs strictly with pydantic to avoid malformed requests.
- Observability: Instrument metrics (Prometheus), distributed tracing (OpenTelemetry), and structured logs to diagnose latency spikes and error patterns.
CI/CD tips: include a test matrix for schema validation, contract tests against OpenAPI, and canary deploys for backward-incompatible changes.
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: What is FastAPI and how is it different?
FastAPI is a modern, ASGI-based Python framework focused on speed and developer productivity. It differs from traditional frameworks by using type hints for validation, supporting async endpoints natively, and automatically generating OpenAPI documentation.
FAQ: When should I use async endpoints versus sync?
Prefer async endpoints for I/O-bound operations like network calls or async DB drivers. If your code is CPU-bound, spawning background workers or using synchronous workers with more processes may be better to avoid blocking the event loop.
FAQ: How many workers or instances should I run?
There is no one-size-fits-all. Start with CPU core count as a baseline and adjust based on latency and throughput measurements. For async I/O-bound workloads, fewer workers with higher concurrency can be more efficient; for blocking workloads, increase worker count or externalize tasks.
FAQ: What are key security practices for FastAPI?
Enforce strong input validation with pydantic, use HTTPS, validate and sanitize user data, implement authentication and authorization (OAuth2, JWT), and apply rate limiting and request size limits at the gateway.
FAQ: How do I test FastAPI apps effectively?
Use TestClient from FastAPI for unit and integration tests, mock external dependencies, write contract tests against OpenAPI schemas, and include load tests in CI to catch performance regressions early.
Disclaimer
This article is for educational purposes only. It provides technical and operational guidance for building APIs with FastAPI and does not constitute professional or financial advice.
Practical API Testing: Strategies, Tools, and Best Practices
APIs are the connective tissue of modern software. Testing them thoroughly prevents regressions, ensures predictable behavior, and protects downstream systems. This guide breaks API testing into practical steps, frameworks, and tool recommendations so engineers can build resilient interfaces and integrate them into automated delivery pipelines.
What is API testing?
API testing verifies that application programming interfaces behave according to specification: returning correct data, enforcing authentication and authorization, handling errors, and performing within expected limits. Unlike UI testing, API tests focus on business logic, data contracts, and integration between systems rather than presentation. Well-designed API tests are fast, deterministic, and suitable for automation, enabling rapid feedback in development workflows.
Types of API tests
- Unit/Component tests: Validate single functions or routes in isolation, often by mocking external dependencies to exercise specific logic.
- Integration tests: Exercise interactions between services, databases, and third-party APIs to verify end-to-end flows and data consistency.
- Contract tests: Assert that a provider and consumer agree on request/response shapes and semantics, reducing breaking changes in distributed systems.
- Performance tests: Measure latency, throughput, and resource usage under expected and peak loads to find bottlenecks.
- Security tests: Check authentication, authorization, input validation, and common vulnerabilities (for example injection, broken access control, or insufficient rate limiting).
- End-to-end API tests: Chain multiple API calls to validate workflows that represent real user scenarios across systems.
Designing an API testing strategy
Effective strategies balance scope, speed, and confidence. A common model is the testing pyramid: many fast unit tests, a moderate number of integration and contract tests, and fewer end-to-end or performance tests. Core elements of a robust strategy include:
- Define clear acceptance criteria: Use API specifications (OpenAPI/Swagger) to derive expected responses, status codes, and error formats so tests reflect agreed behavior.
- Prioritize test cases: Focus on critical endpoints, authentication flows, data integrity, and boundary conditions that pose the greatest risk.
- Use contract testing: Make provider/consumer compatibility explicit with frameworks that can generate or verify contracts automatically.
- Maintain test data: Seed environments with deterministic datasets, use fixtures and factories, and isolate test suites from production data.
- Measure coverage pragmatically: Track which endpoints and input spaces are exercised, but avoid chasing 100% coverage if it creates brittle tests.
Tools, automation, and CI/CD
Tooling choices depend on protocols (REST, GraphQL, gRPC) and language ecosystems. Common tools and patterns include:
- Postman & Newman: Rapid exploratory testing, collection sharing, and collection-based automation suited to cross-team collaboration.
- REST-assured / Supertest / pytest + requests: Language-native libraries for integration and unit testing in JVM, Node.js, and Python ecosystems.
- Contract testing tools: Pact, Schemathesis, or other consumer-driven contract frameworks to prevent breaking changes in services.
- Load and performance: JMeter, k6, Gatling for simulating traffic and measuring resource limits and latency under stress.
- Security scanners: OWASP ZAP or dedicated fuzzers for input validation, authentication, and common attack surfaces.
Automation should be baked into CI/CD pipelines: run unit and contract tests on pull requests, integration tests on feature branches or merged branches, and schedule performance/security suites on staging environments. Observability during test runs—collecting metrics, logs, and traces—helps diagnose flakiness and resource contention faster.
AI-driven analysis can accelerate test coverage and anomaly detection by suggesting high-value test cases and highlighting unusual response patterns. For teams that integrate external data feeds into their systems, services that expose robust, real-time APIs and analytics can be incorporated into test scenarios to validate third-party integrations under realistic conditions. For example, Token Metrics offers datasets and signals that can be used to simulate realistic inputs or verify integrations with external data providers.
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 the difference between unit and integration API tests?
Unit tests isolate individual functions or routes using mocks and focus on internal logic. Integration tests exercise multiple components together (for example service + database) to validate interaction, data flow, and external dependencies.
How often should I run performance tests?
Run lightweight load tests during releases and schedule comprehensive performance runs on staging before major releases or after architecture changes. Frequency depends on traffic patterns and how often critical paths change.
Can AI help with API testing?
AI can suggest test inputs, prioritize test cases by risk, detect anomalies in responses, and assist with test maintenance through pattern recognition. Treat AI as a productivity augmenter that surfaces hypotheses requiring engineering validation.
What is contract testing and why use it?
Contract testing ensures providers and consumers agree on the API contract (schemas, status codes, semantics). It reduces integration regressions by failing early when expectations diverge, enabling safer deployments in distributed systems.
What are best practices for test data management?
Use deterministic fixtures, isolate test databases, anonymize production data when necessary, seed environments consistently, and prefer schema or contract assertions to validate payload correctness rather than brittle value expectations.
How do I handle flaky API tests?
Investigate root causes such as timing, external dependencies, or resource contention. Reduce flakiness by mocking unstable third parties, improving environment stability, adding idempotent retries where appropriate, and capturing diagnostic traces during failures.
Disclaimer
This article is educational and technical in nature and does not constitute investment, legal, or regulatory advice. Evaluate tools and data sources independently and test in controlled environments before production use.
Understanding APIs: A Clear Definition
APIs power modern software by letting systems communicate without exposing internal details. Whether you're building an AI agent, integrating price feeds for analytics, or connecting wallets, understanding the core concept of an "API" — and the practical rules around using one — is essential. This article defines what an API is, explains common types, highlights evaluation criteria, and outlines best practices for secure, maintainable integrations.
What an API Means: A Practical Definition
API stands for Application Programming Interface. At its simplest, an API is a contract: a set of rules that lets one software component request data or services from another. The contract specifies available endpoints (or methods), required inputs, expected outputs, authentication requirements, and error semantics. APIs abstract implementation details so consumers can depend on a stable surface rather than internal code.
Think of an API as a menu in a restaurant: the menu lists dishes (endpoints), describes ingredients (parameters), and sets expectations for what arrives at the table (responses). Consumers don’t need to know how the kitchen prepares the dishes — only how to place an order.
Common API Styles and When They Fit
APIs come in several architectural styles. The three most common today are:
- REST (Representational State Transfer): Resources are exposed via HTTP verbs (GET, POST, PUT, DELETE). REST APIs are simple, cacheable, and easy to test with standard web tooling.
- GraphQL: A query language that lets clients request exactly the fields they need. GraphQL reduces over- and under-fetching but introduces complexity on server-side resolvers and query depth control.
- RPC / WebSocket / gRPC: Remote Procedure Calls or streaming protocols suit high-performance or real-time needs. gRPC uses binary protocols for efficiency; WebSockets enable persistent bidirectional streams, useful for live updates.
Choosing a style depends on use case: REST for simple, cacheable resources; GraphQL for complex client-driven queries; gRPC/WebSocket for low-latency or streaming scenarios.
How to Read and Evaluate API Documentation
Documentation quality often determines integration time and reliability. When evaluating an API, check for:
- Clear endpoint descriptions: Inputs, outputs, HTTP methods, and expected status codes.
- Auth & rate-limit details: Supported authentication methods (API keys, OAuth), token lifecycle, and precise rate-limit rules.
- Example requests & responses: Copy‑paste examples in multiple languages make testing faster.
- SDKs and client libraries: Maintained SDKs reduce boilerplate and potential bugs.
- Changelog & versioning policy: How breaking changes are communicated and how long old versions are supported.
For crypto and market data APIs, also verify the latency SLAs, the freshness of on‑chain reads, and whether historical data is available in a form suitable for research or model training.
Security, Rate Limits, and Versioning Best Practices
APIs expose surface area; securing that surface is critical. Key practices include:
- Least-privilege keys: Issue scoped API keys or tokens that only grant necessary permissions.
- Use TLS: Always request and enforce encrypted transport (HTTPS) to protect credentials and payloads.
- Rate limit handling: Respect limit headers and implement retry/backoff logic to avoid throttling or IP bans.
- Versioning: Prefer URL or header-based versioning and design migrations so clients can opt-in to changes.
- Monitoring: Track error rates, latency, and unusual patterns that could indicate abuse or regressions.
Security and resilience are especially important in finance and crypto environments where integrity and availability directly affect analytics and automated systems.
APIs in AI and Crypto Workflows: Practical Steps
APIs are central to AI-driven research and crypto tooling. When integrating APIs into data pipelines or agent workflows, consider these steps:
- Map required data: determine fields, frequency, and freshness needs.
- Prototype with free or sandbox keys to validate endpoints and error handling.
- Instrument observability: log request IDs, latencies, and response codes to analyze performance.
- Design caching layers for non-sensitive data to reduce costs and improve latency.
- Establish rotation and revocation processes for keys to maintain security hygiene.
AI models and agents can benefit from structured, versioned APIs that provide deterministic responses; integrating dataset provenance and schema validation improves repeatability in experiments.
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
Frequently Asked Questions
What is the simplest way to describe an API?
An API is an interface that defines how two software systems communicate. It lists available operations, required inputs, and expected outputs so developers can use services without understanding internal implementations.
How do REST and GraphQL differ?
REST exposes fixed resource endpoints and relies on HTTP semantics. GraphQL exposes a flexible query language letting clients fetch precise fields in one request. REST favors caching and simplicity; GraphQL favors efficiency for complex client queries.
What should I check before using a crypto data API?
Confirm data freshness, historical coverage, authentication methods, rate limits, and the provider’s documentation. Also verify uptime, SLA terms if relevant, and whether the API provides proof or verifiable on‑chain reads for critical use cases.
How do rate limits typically work?
Rate limits set a maximum number of requests per time window, often per API key or IP. Providers may return headers indicating remaining quota and reset time; implement exponential backoff and caching to stay within limits.
Can AI tools help evaluate APIs?
AI-driven research tools can summarize documentation, detect breaking changes, and suggest integration patterns. For provider-specific signals and token research, platforms like Token Metrics combine multiple data sources and models to support analysis workflows.
Disclaimer
This article is educational and informational only. It does not constitute financial, legal, or investment advice. Readers should perform independent research and consult qualified professionals before making decisions related to finances, trading, or technical integrations.
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What is Bitcoin Halving and How Does it Impact the Market?
Over the years, Bitcoin has gained significant popularity and adoption as a means of payment and investment, with a growing number of merchants accepting it as a form of payment and an increasing number of investors buying and holding it as a store of value.
What is Bitcoin Halving?
Bitcoin Halving is a highly anticipated event that takes place every four years in the world of cryptocurrency. It is a pre-programmed adjustment in the Bitcoin blockchain protocol that reduces the mining rewards by 50% for each new block added to the network.
The purpose of the halving is to ensure that the rate of Bitcoin inflation remains under control, and that the total supply of Bitcoin never exceeds 21 million.
The upcoming Bitcoin Halving event has generated a lot of buzz and interest among investors and traders, as it is expected to have a significant impact on the price and overall market sentiment. In this blog post, we will dive deep into the topic of Bitcoin Halving, discussing what it is, how it works, and what to expect from the upcoming halving event.
When was the first Bitcoin Halving?
The first Bitcoin halving occurred on November 28, 2012, approximately four years after the cryptocurrency's launch. At that time, the mining reward for each block added to the Bitcoin blockchain was reduced from 50 BTC to 25 BTC.
This event marked a significant milestone in the Bitcoin ecosystem and signaled the beginning of a new era in the cryptocurrency's monetary policy. Since then, there have been two additional Bitcoin halvings, one in 2016 and another in 2020, with the mining reward reduced to 12.5 BTC and 6.25 BTC, respectively.
The next Bitcoin halving is expected to occur in 2024, at which point the mining reward will be further reduced to 3.125 BTC per block.
Bitcoin Halving Chart
A Bitcoin halving chart is a graphical representation that shows the historical and projected future dates of Bitcoin halvings, as well as the corresponding changes in the Bitcoin mining reward.
“The chart typically includes a timeline of Bitcoin's history, starting with its launch in 2009, and marks the dates of each halving event as vertical lines. The halving events are also accompanied by a reduction in the Bitcoin mining reward, which is depicted on the chart as a downward sloping curve.”

Bitcoin halving charts are used by investors, traders, and analysts to track the impact of halvings on the Bitcoin price and market sentiment. These charts can help in predicting potential price movements based on historical trends, as well as analyzing the impact of halvings on the overall supply and demand dynamics of Bitcoin.
Several online platforms offer Bitcoin halving charts that are frequently updated with the latest data and projections. These charts typically include additional features such as zooming, filtering, and customization options to allow users to analyze the data in more detail.
Overall, Bitcoin halving charts are a useful tool for anyone interested in understanding the impact of halving events on the Bitcoin ecosystem.
How does Bitcoin Halving work?
Bitcoin halving is a pre-programmed adjustment to the Bitcoin blockchain protocol that occurs approximately every four years. The process is designed to reduce the amount of new Bitcoin created with each block added to the blockchain by 50%.
The halving is a critical aspect of Bitcoin's monetary policy and serves to control the rate of inflation in the Bitcoin ecosystem.
Bitcoin halving works by reducing the mining rewards that Bitcoin miners receive for adding new blocks to the blockchain. When Bitcoin was first launched in 2009, the mining reward was set at 50 BTC per block.
After the first halving in 2012, the mining reward was reduced to 25 BTC per block. The second halving in 2016 further reduced the reward to 12.5 BTC per block, and the most recent halving in 2020 brought the reward down to 6.25 BTC per block.
The process of Bitcoin halving is automatic and built into the Bitcoin protocol, with a predetermined schedule that reduces the mining reward by half after every 210,000 blocks are added to the blockchain.
This cycle continues until the total supply of Bitcoin reaches 21 million, which is the maximum limit set by the protocol. Once the limit is reached, no new Bitcoins will be created, and miners will rely solely on transaction fees for their rewards.
The impact of Bitcoin halving on the mining industry and overall market sentiment can be significant. As the mining reward is reduced, it becomes more difficult and expensive for miners to earn a profit, leading to a potential decrease in the supply of new Bitcoins and an increase in their price.
Additionally, the halving can create uncertainty and volatility in the Bitcoin market, as investors and traders adjust their strategies based on the changing supply and demand dynamics.
Will BTC price go up or down after halving?
Predicting the exact direction of Bitcoin price movement after halving is difficult, as it is subject to various factors such as market sentiment, demand and supply, and overall adoption of the cryptocurrency. However, based on historical trends, many analysts and experts believe that Bitcoin price tends to go up after halving.
One reason for this belief is the reduction in the rate of new Bitcoin supply. With each halving event, the number of new Bitcoins entering the market decreases, creating a supply shock that can drive the price up due to increased scarcity.
Additionally, the halving can lead to a decrease in the profitability of Bitcoin mining, which could result in some miners leaving the network, reducing the overall supply of new Bitcoin even further.
However, it is also important to note that the impact of halving on Bitcoin price may not be immediate, and the price may experience fluctuations and volatility in the short term.
It is also worth considering that Bitcoin's price is influenced by a range of other factors beyond halving, such as macroeconomic conditions, regulatory developments, and investor sentiment.
Also Read - Is Bitcoin Dead? - Complete Analysis for BTC Investors
Impact of Halving on Bitcoin Miners
Bitcoin halving has a significant impact on Bitcoin miners, as it reduces the reward they receive for adding new blocks to the blockchain. With each halving event, the mining reward is reduced by half, which means that miners must work harder and invest more resources to earn the same amount of Bitcoin.
The reduction in mining rewards can lead to a decrease in profitability for miners, making it more challenging for them to cover their costs and remain profitable. This can lead to smaller miners being pushed out of the market, leaving only the most efficient and well-capitalized miners in the game.
However, there are some ways that miners can adapt to the changing market conditions after halving. For example, miners can lower their operating costs by upgrading their equipment to more efficient models, moving to locations with lower energy costs, or forming mining pools to share resources and reduce competition.
Additionally, as the price of Bitcoin tends to increase after halving, miners may be able to offset the reduced mining rewards by earning more from transaction fees and appreciation in the value of their Bitcoin holdings.
Overall, the impact of halving on Bitcoin miners depends on several factors, such as the cost of mining, the price of Bitcoin, and the level of competition in the market.
While the reduction in mining rewards can create challenges for miners, it is also an essential aspect of Bitcoin's monetary policy, which ensures the controlled release of new Bitcoin into the market and the maintenance of its value over time.
The Bottom Line
In conclusion, Bitcoin halving is a critical aspect of the Bitcoin protocol that serves to control the rate of inflation in the Bitcoin ecosystem.
The process of halving reduces the mining rewards that Bitcoin miners receive for adding new blocks to the blockchain by 50% every four years, until the maximum supply of 21 million Bitcoins is reached.
While the impact of halving on the Bitcoin market and miners can be significant, it is also an essential aspect of Bitcoin's monetary policy, ensuring the controlled release of new Bitcoin into the market and the maintenance of its value over time.
As Bitcoin continues to gain wider adoption and recognition as a legitimate asset, the impact of halving events is likely to become more pronounced, making it an important consideration for investors, traders, and Bitcoin enthusiasts alike.

How to Get Crypto Price Data in Excel and Google Sheets?
Cryptocurrencies have become increasingly popular over the past few years, and more people are now investing in them. As a result, there is a growing need for tools and methods that can help investors track their cryptocurrency holdings and monitor market trends.
One such tool is the use of an API to pull crypto data into an Excel spreadsheet. This method allows investors to easily analyze and manipulate data in a familiar format. In this article, we will explore the steps involved in pulling crypto data into an Excel and Google spreadsheet using Token Metrics Crypto Data API.
Token Metrics API Overview
The Token Metrics Data API is a comprehensive data solution that offers both real-time and historical market data for cryptocurrencies. Its purpose is to aid developers and businesses in accessing and analyzing data promptly to make informed decisions.
Regardless of whether you're a seasoned developer or just starting in the cryptocurrency world, you can maximize your crypto portfolio using the end-points provided by Token Metrics.
The Data API provides a stream of 14 endpoints, including exclusive grades, analytics, and indicators, that can be utilized to empower your bots, models, and platforms. The data provided by the API can assist you in:
- Validating
- Back-testing, and
- Refining your investment decision-making process.
Let’s check the process of pulling the crypto data into an Excel sheet in the 7-step breakdown below…
Import Crypto Data in Google Sheets and Excel
Here’s the step-by-step breakdown of extracting crypto data into an Excel Sheet using Token Metrics:
1. Register on Token Metrics Platform
First, head over to www.tokenmetrics.com/crypto-data-api and login/signup using your credentials.
Note: If you are new to Token Metrics, then click on Register, and sign-up for a 7-day free trial. One Bonus: You can pay with NFT.

2. Go to Homepage
Once you are in, you will be guided to the homepage, where you will have all rating of crypto assets, as shown below:

3. Click on the DATA API
Now, click on the “DATA API” from the Menu Bar on the top. [Refer to the image below]

4. Generate Access Key
From here, you need to generate your access key using the "Generate Access Key" button [as seen on the top-right corner of the image below].

Important Note:
Copy and save the access key shown on the next page as it will not be made visible again.
5. Open Google Sheets
It’s now time to open Google Sheets and create a new spreadsheet.
In this new spreadsheet, enter some crypto assets under Column 1 and their symbol in Column 2 like this.

Here, we have put TM Token ID in Column 3, a unique identifier associated with each token in the TM Data API ecosystem. This will make your life easier once you become familiar with our interface on a daily basis.
In Column 4 and Column 5, we have put TM Investor Grade and TM Trader Signal, respectively, which will be fetched from TM Data API in the following steps.
6. Go to Extensions and click Apps Script
Now, hover over to the "Extensions" tab under the menu bar and click "Apps Script" where we will write scripts to automate the fetching of the above metrics in the Google Sheets.

7. Apps Script IDE
Now, our powerful ‘Apps Script IDE’ will be opened, where we will write the code to the script and later deploy as necessary.

The Code Format:
We will start writing the script in Code.gs file.
The following part will be focused on the actual code that will be written in the script file.
Run the Open() function once using the above command, and you will see a menu "Update Metrics" in the spreadsheet menu bar with the following options:
- TM Token Ids
- TM Investor Grade
- TM Trader Signal
You can click on all the three options, one at a time, to see the results displayed on the spreadsheet.

Also, you can update the metrics whenever required by pressing the above buttons in the menu bar, so that you get the accurate data for your investments.

Interested?
Looking to learn more about our Crypto data API?
Just head over here - developers.tokenmetrics.com
Having explained all this, let the truth be told. Token Metrics does not personally favor or vouch for any particular cryptocurrency in the market.
The Bottom Line
In conclusion, pulling crypto data into an Excel spreadsheet using an API can be a useful and efficient way to keep track of market trends and analyze cryptocurrency performance.
By following the steps outlined in this process, one can easily integrate an API into Excel and retrieve real-time data on various cryptocurrencies.
Additionally, with the vast array of features available on Token Metrics API, one can tailor their data retrieval to specific preferences and easily manipulate the data in Excel for further analysis.
With the growing importance of cryptocurrencies in the financial world, utilizing APIs to pull crypto data into Excel can provide a valuable tool for traders, investors, and researchers alike.

10 Best Crypto Trading Strategies for Traders in 2023
Crypto trading has emerged as a popular and lucrative form of investment over the past few years. As the crypto market continues to grow and evolve, more and more traders are turning to various strategies to help them navigate the market and increase their profits.
A successful crypto trading strategy requires a deep understanding of the market, technical analysis, risk management, and a willingness to adapt to changing market conditions.
In this post, we will explore the best crypto trading strategies to use in 2023.
Top 10 Crypto Trading Strategies
Let's explore some of the most popular crypto trading strategies, their advantages and disadvantages, and how to implement them effectively. Whether you're a seasoned trader or a beginner, understanding these strategies can help you make informed decisions and achieve your trading goals.
Here are the 10 crypto trading strategies that traders commonly use:
1. HODLing an asset
HODLing, as it is commonly known in the cryptocurrency world, refers to the practice of holding onto a cryptocurrency for the long term, rather than selling it for a short-term gain. The term originated in 2013 when a user on a Bitcoin forum misspelled the word "hold" as "hodl" in a post encouraging others to resist the temptation to sell during a price drop. HODL also commonly come to stand for "hold on for dear life" among crypto investors.
The basic idea behind HODLing is that cryptocurrencies are still in their early stages of development and have the potential for significant long-term growth. By holding onto a cryptocurrency for the long term, investors hope to benefit from its potential future value, rather than just its current market price.
However, HODLing does involve risks, as the cryptocurrency market is highly volatile and can experience significant price swings in a short amount of time. Therefore, it's important to conduct research and due diligence before deciding to HODL a particular cryptocurrency, and to have a solid understanding of the market trends and the underlying technology and fundamentals of the cryptocurrency in question.
2. Swing Trading Strategy
Swing trading consists of buying and holding a cryptocurrency for a short period of time, usually a few days or weeks, with the aim of profiting from price movements within that time frame. The goal is to capture short-term price swings or "swings" in the market.
Swing traders often use technical analysis to identify potential entry and exit points for their trades. They look for chart patterns, such as trend lines, support and resistance levels, and moving averages, to determine the direction of the market and the optimal time to buy or sell a cryptocurrency.
3. Scalping Trading Strategy
Crypto scalping is a trading strategy that involves making small, quick profits by buying and selling cryptocurrencies within a short time frame, usually a few minutes to an hour. Scalpers aim to profit from small price movements, taking advantage of short-term volatility in the market.
To be successful at crypto scalping, traders need to be able to quickly identify opportunities and act fast. They often use technical analysis to identify short-term trends and support and resistance levels to determine entry and exit points for their trades. Scalpers may also use trading bots or automated algorithms to execute their trades quickly and efficiently.
Furthermore, scalpers need to be disciplined and patient, as it can take time to identify profitable trades and execute them quickly.
4. Technical Analysis
Technical analysis is a trading strategy that involves studying historical market data, such as price charts and volume, to identify patterns and trends that can help predict future price movements of a cryptocurrency. It's based on the idea that past market behavior can help inform future market behavior.
In technical analysis, traders use various tools and indicators to analyze market data and make trading decisions. Some of the most commonly used indicators include moving averages, trend lines, support and resistance levels, and relative strength index (RSI). Traders may also use chart patterns, such as head and shoulders, triangles, and flags, to identify potential price movements.
Technical analysis can be useful in predicting short-term price movements of a cryptocurrency, but it does have limitations. It cannot account for unexpected events, such as regulatory changes, technological advancements, or other external factors that can affect the cryptocurrency market.
5. Fundamental Analysis
Fundamental analysis is a basic yet powerful trading strategy that promotes studying the underlying factors that influence the value of a cryptocurrency. These factors can include the technology and development of the cryptocurrency, the market demand for it, the regulatory environment, and other macroeconomic factors that can affect the cryptocurrency market.
In fundamental analysis, traders look at a cryptocurrency's fundamentals, such as its whitepaper, development team, partnerships, adoption rate, and market share, to determine its long-term value and potential for growth.
One of the key advantages of fundamental analysis is that it can provide insights into the long-term value and potential of a cryptocurrency, beyond just short-term price movements. It can also help traders identify undervalued or overvalued cryptocurrencies and make informed investment decisions based on their analysis.
6. Arbitrage Trading Strategy
Arbitrage is a trading strategy that involves taking advantage of price differences between different cryptocurrency exchanges or markets to make a profit. In the context of cryptocurrency, arbitrage involves buying a cryptocurrency on one exchange where it is priced lower and simultaneously selling it on another exchange where it is priced higher, thereby profiting from the price difference.
To successfully execute an arbitrage trade, traders need to be able to identify price discrepancies quickly and act fast. This often involves using trading bots or automated algorithms to scan multiple exchanges simultaneously and identify potential arbitrage opportunities.
7. News Based Trading Strategy
News-based trading is a trading strategy that involves using news events and announcements to make trading decisions. This strategy involves monitoring news sources, such as financial news outlets, social media, and official announcements, to identify events or news that could potentially impact the cryptocurrency market.
When a news event is announced, traders will analyze the information and try to predict how it will affect the price of a particular cryptocurrency. Based on their analysis, traders may enter or exit positions in anticipation of the market's reaction to the news.
News-based trading can be a profitable strategy if done correctly, as news events can have a significant impact on the cryptocurrency market.
For example, a positive announcement from a major company about adopting a cryptocurrency can lead to an increase in demand and drive up prices. Conversely, negative news such as a security breach or regulatory crackdown can lead to a decrease in demand and drive down prices.
8. Market Making Strategy
Market making is a trading strategy used by professional traders to provide liquidity to the market. In the context of cryptocurrency, market makers buy and sell cryptocurrencies with the goal of making a profit by buying at a lower price and selling at a higher price, while also providing liquidity to the market.
Market makers do this by placing limit orders on both sides of the order book, buying at a lower price and selling at a higher price than the current market price. By doing so, they provide liquidity to the market, ensuring that buyers and sellers can easily execute their trades without significant slippage.
Market making can be yielding profits as market makers earn a profit from the bid-ask spread, which is the difference between the highest price that a buyer is willing to pay for a cryptocurrency (the bid) and the lowest price that a seller is willing to sell for (the ask).
9. Position Trading Strategy
Position trading involves holding a position in a cryptocurrency for an extended period of time, typically weeks, months, or even years. Position traders aim to profit from long-term trends and market movements by taking a position in a cryptocurrency and holding it for an extended period, regardless of short-term fluctuations in price.
Position traders typically use fundamental analysis to identify cryptocurrencies with strong long-term potential and then hold the position for an extended period of time, waiting for the market to move in their favor.
This strategy can be used to capture long-term trends and take advantage of long-term market movements, potentially resulting in significant profits. In addition to this, traders can monetize from reinvesting their profits to increase the size of the position.
10. Algorithmic Trading Strategy
This is one analytical trading strategy that uses computer programs to execute trades based on pre-programmed instructions, also known as algorithms. In the context of cryptocurrency, algorithmic trading can be used to buy and sell cryptocurrencies based on market conditions, technical indicators, or other factors.
Algorithmic trading programs can be customized to suit a trader's specific needs and can be used to automate the trading process, allowing traders to execute trades more quickly and efficiently. These programs can analyze market data in real-time, making trading decisions based on predefined rules and criteria.
When done correctly, it can help traders to react quickly to changing market conditions and take advantage of short-term opportunities. Also, algorithmic trading programs can help to remove emotions from the trading process, allowing traders to stick to their trading plan and avoid making impulsive decisions.
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The Bottom Line
Remember that trading cryptocurrencies can be risky, and it's important to do your research, understand the risks involved, and develop a sound trading strategy that suits your goals and risk tolerance.
Disclaimer
The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.
Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

Best Bitcoin APIs – Types, Use Cases and List of Top APIs
In the world of cryptocurrency, Bitcoin has taken the lead as the most popular and valuable digital currency. But what makes it truly revolutionary is the technology behind it - the blockchain. This powerful technology has transformed how Bitcoin transactions are made, paving the way for new possibilities and innovations in cryptocurrency.
With the help of various APIs, developers can now create customized applications that can interact with different cryptocurrency networks, including Bitcoin, enabling faster, more secure, and more efficient transactions.
In this article, we'll explore how these Bitcoin APIs are changing the game for cryptocurrency enthusiasts and investors and what the future holds for this groundbreaking technology. So sit back, relax, and dive deep into the world of APIs.
The Need for Bitcoin APIs
As the popularity of Bitcoin and other cryptocurrencies has grown, so has the need for a more efficient and secure way to conduct transactions. This is where cryptocurrency APIs come in.
These APIs enable developers to create customized applications that interact with various cryptocurrency networks, such as Bitcoin.
This makes it easier for businesses and individuals to send and receive payments, track transactions, and manage their digital wallets.
With Bitcoin APIs, developers can create their own infrastructure for interacting with the Bitcoin network, which could be time-consuming and costly.
Benefits of Using Bitcoin APIs
There are several benefits to using Bitcoin APIs. First and foremost, they enable faster and more efficient transactions. With these APIs, payments can be instantly processed without intermediaries such as banks or payment processors. This reduces transaction fees and speeds up the payment process, making it more convenient for businesses and consumers.
Another benefit of APIs is that they provide enhanced security. These APIs use encryption techniques to ensure that transactions are secure and cannot be tampered with. This reduces the risk of fraud and hacking, a major concern in the cryptocurrency industry.
Bitcoin APIs provide greater transparency and accountability. Since all transactions are recorded on the blockchain, they can be easily tracked and verified. This makes it easier to identify fraudulent activity and ensure that transactions are conducted fairly and transparently.
Understanding Bitcoin API Integration
Bitcoin API integration involves connecting a custom application to various cryptocurrency networks using their respective APIs. This process can be complex and requires a good understanding of programming languages like Python, Ruby, and Java.
Several APIs are available for developers to use, each with its own features and capabilities. Some of the most popular APIs include Blockchain.info, Coinbase, and BitPay. Developers can choose the API that best suits their needs based on security, functionality, and ease of use.
Once the API is integrated into the application, developers can create customized functions interacting with the chosen cryptocurrency network - in this case, Bitcoin. These functions include sending and receiving payments, checking account balances, and tracking transactions.
Types of Bitcoin APIs
There are several types of APIs, each with its own unique features and capabilities. The most common types of Bitcoin APIs include:
- Payment APIs enable businesses to accept cryptocurrencies through their websites or mobile applications. Some popular payment APIs include BitPay and Coinbase.
- Blockchain APIs provide developers access to blockchain data, enabling them to track transactions and analyze data. Some popular blockchain APIs include Blockchain.info and BlockCypher.
- Wallet APIs enable developers to create and manage cryptocurrency wallets, which can be used for sending and receiving payments. Some popular wallet APIs include Blockchain.info and Coinbase.
- Exchange APIs enable developers to create custom trading platforms that can be used for buying and selling cryptocurrencies. Some popular exchange APIs include Bitstamp, Kraken, and Binance.
Best Bitcoin APIs:
This is a list of the best Bitcoin APIs that developers, traders, and crypto entrepreneurs can use to build apps that need crypto data.
Token Metrics API: Token Metrics Crypto API offers a complete data solution, delivering real-time and historical market information for cryptocurrencies. The API is designed to help developers and businesses quickly access and analyze the data they need to make informed decisions. It works as a robust data provider with over 14 tested, actionable data endpoints that can empower traders, bots, and platforms. Its high level of accuracy and reliability of data eliminates the need for guesswork. It provides data on exchange rates for various cryptocurrencies. The API can retrieve information for several leading cryptocurrencies, such as Bitcoin, Dogecoin, Litecoin, Ethereum, Binance Coin, and Bitcoin Cash.
Coinbase API: Coinbase is one of the most popular and reliable cryptocurrency exchanges in the world. The Coinbase API allows developers to create applications that interact with Coinbase's trading platform, enabling users to buy, sell, and store cryptocurrencies securely.
Bitfinex API: Bitfinex is another prominent cryptocurrency exchange that offers an API for developers to build trading bots, order management systems, and other applications. The Bitfinex API provides access to real-time market data, order book information, and other exchange features.
Binance API: Binance is a leading cryptocurrency exchange that provides an API for developers to build trading applications, payment gateways, and other cryptocurrency-related services. The Binance API offers access to real-time market data, trading pairs, order book information, and other exchange features.
Kraken API: Kraken is a popular cryptocurrency exchange that offers an API for developers to build trading bots, automated trading systems, and other applications. The Kraken API provides access to real-time market data, order book information, and other exchange features.
BlockCypher API: BlockCypher is a blockchain infrastructure provider that offers an API for developers to build blockchain-related applications. The BlockCypher API supports multiple cryptocurrencies and provides access to blockchain data, such as transaction information, block information, and other features.
CoinMarketCap API: CoinMarketCap is a leading cryptocurrency market data provider that offers an API for developers to build applications that use market data, such as price, market capitalization, trading volume, and other information.
Chainlink API: Chainlink is a decentralized oracle network that provides an API for developers to build smart contracts that can access off-chain data, such as real-world events, market data, and other information. The Chainlink API provides a secure and reliable way to access off-chain data for smart contracts.
The Future of BTC APIs
The future of BTC APIs looks bright, with new innovations and use cases emerging every day. As the popularity of cryptocurrencies continues to grow, we can expect to see more businesses and individuals adopting cryptocurrency APIs for their payment and transaction needs. The increasing demand for seamless integration of cryptocurrencies into various applications and platforms will drive the development of more advanced and user-friendly APIs.
One potential area of growth for cryptocurrency APIs is in the field of decentralized finance (DeFi). DeFi refers to financial applications operating on a blockchain designed to be transparent and decentralized. Cryptocurrency APIs could be instrumental in enabling DeFi applications such as decentralized exchanges, lending platforms, and insurance products.
Another area of growth for cryptocurrency APIs is in the field of micropayments. Cryptocurrency APIs enable instant and low-cost transactions, making them an ideal solution for micropayments involving small amounts of money. This could open up new possibilities for online content creators, publishers, and even IoT (Internet of Things) devices that require microtransactions.
Furthermore, as blockchain technology becomes more widely adopted, cryptocurrency APIs can be used to integrate digital assets into various sectors, including supply chain management, real estate, and gaming. The use of APIs will simplify the process of integrating blockchain and cryptocurrencies into existing systems, making it more accessible for businesses and developers.
As regulatory frameworks around cryptocurrencies continue to evolve, the importance of secure and compliant APIs will also grow. Cryptocurrency APIs will need to adapt to the changing regulatory landscape and ensure that they provide secure and compliant solutions for businesses and individuals.
In conclusion, the future of cryptocurrency APIs is promising, with new innovations and use cases emerging regularly. As the adoption of cryptocurrencies and blockchain technology continues to grow, the importance of APIs will only increase. Developers can expect to see even more innovative features, endpoints, and functionalities in the years to come, further simplifying the integration of cryptocurrencies into various applications and platforms.

8 Best Crypto Exchange APIs for Developers and Traders
Cryptocurrency is here to stay - no matter what; this is what experts keep concreting despite its high volatility. Though it's constantly on a swinging profit/loss, it has the interest of millions worldwide.
With the rise in popularity of blockchain technology, the demand for reliable and efficient cryptocurrency APIs has grown significantly. Crypto APIs, or application programming interfaces, enable developers to interact with cryptocurrencies in various ways, including trading, tracking market data, and managing digital wallets.
This article will explore the top crypto exchange APIs currently available. These crypto APIs offer a range of features and functionalities, making them invaluable tools for anyone looking to build applications in the crypto space.
Crypto Exchange APIs
Using crypto exchange APIs can provide a range of benefits for developers and traders.
They allow for easy access to a wealth of data and tools, allowing for the development of innovative solutions. These APIs can also save you time and resources by eliminating the need to gather and process data manually.
Additionally, crypto APIs can provide real-time updates on market trends, allowing traders to make informed decisions and stay ahead of the competition.
That said, let's explore the list of best crypto exchange APIs to use today.
Top 8 Cryptocurrency Exchange APIs
Here is the complete list of top crypto exchange API providers with free and paid plans.
1. Token Metrics Crypto API - The Best Crypto API for AI-Powered Trading & Investment Apps
In a fast-moving crypto market, access to reliable, real-time data is critical. The Token Metrics API has emerged as one of the best crypto APIs, delivering a complete AI-powered data solution for traders, developers, and crypto investment platforms.
Unlike many crypto data providers that simply aggregate prices or on-chain data, Token Metrics combines tick-level price feeds, deep on-chain analytics, and proprietary AI-generated grades into a unified API. Developers can stream live market prices, liquidity flows, funding rates, on-chain metrics, and unique AI Trader & Investor Grades—all through a single API call. This makes building powerful trading bots, autonomous agents, portfolio dashboards, and signal feeds remarkably simple.
The API’s back-tested AI models generate long and short entry signals, giving developers ready-to-use actionable trade ideas. With official Python and TypeScript SDKs, integration is fast and developer-friendly, with built-in authentication, retries, and pandas helpers. Whether you’re building CEX/DEX bots, Telegram trading bots, AI research agents, or crypto investment dashboards, the Token Metrics API offers unmatched flexibility.
Token Metrics API also powers a growing ecosystem of integrations including QuickNode for blockchain infrastructure, Chainlink for oracles, Zapier for no-code automation, and OpenAI for advanced AI agents. The API pricing is fully transparent, starting with a free plan for prototyping and scaling up with usage-based billing as projects grow.
Built for serious crypto builders, Token Metrics API delivers real-time AI insights that go beyond simple data aggregation—enabling you to build smarter, faster, and more predictive trading systems. Whether you're managing your own trading strategies or building next-gen crypto apps, Token Metrics API stands out as the best crypto API on the market today.
Start for free today and unlock the full power of AI-driven crypto intelligence with Token Metrics API.
2. Binance API
Binance is one of the largest and most popular cryptocurrency exchanges in the world. Its API allows traders to access real-time market data, execute trades, and manage their accounts. The API is easy to use and well-documented, making it a great choice for both beginners and experienced traders.
One of the key benefits of the Binance API is its scalability. It can handle a large volume of requests, making it a reliable choice for traders who need to execute trades quickly. Additionally, the API is available in multiple languages, making it accessible to traders around the world.
3. Coinbase API
Coinbase is another popular cryptocurrency exchange that offers an API for traders. The API provides access to real-time market data, account management features, and the ability to execute trades.
One of the standout features of the Coinbase API is its security. The exchange has a strong reputation for security and has implemented various measures to protect users' funds. Additionally, the API is well-documented and easy to use, making it a great choice for traders who value simplicity.
4. Kraken API
Kraken is a cryptocurrency exchange that has been around since years. Its API provides access to real-time market data, account management features, and the ability to execute trades.
One of the benefits of the Kraken API is its advanced order types. Traders can use the API to place advanced orders such as stop-loss and take-profit orders, allowing them to manage risk more effectively. Additionally, the API is highly customizable, making it a great choice for traders who want to tailor their trading experience to their specific needs.
5. Bitfinex API
Bitfinex is a cryptocurrency exchange that offers an API for traders. The API provides access to real-time market data, account management features, and the ability to execute trades.
One of the standout features of the Bitfinex API is its margin trading capabilities. Traders can use the API to trade on margin, allowing them to increase their buying power and potentially increase their profits. Additionally, the API is highly customizable, making it a great choice for traders who want to tailor their trading experience to their specific needs.
6. Huobi API
Huobi is a cryptocurrency exchange that offers an API for traders. The API provides access to real-time market data, account management features, and the ability to execute trades.
One of the benefits of the Huobi API is its advanced trading features. Traders can use the API to place advanced orders, including stop-loss and take-profit orders. Additionally, the API supports a wide range of cryptocurrencies, making it a great choice for traders who want to diversify their portfolios.
7. Bitstamp API
Bitstamp is a cryptocurrency exchange that offers an API for traders. The API provides access to real-time market data, account management features, and the ability to execute trades.
One of the benefits of the Bitstamp API is its security. The exchange has implemented various measures to protect users' funds, including two-factor authentication and cold storage. Additionally, the API is easy to use and well-documented, making it a great choice for both beginners and experienced traders.
8. KuCoin API
KuCoin is a cryptocurrency exchange that offers an API for traders. The API provides access to real-time market data, account management features, and the ability to execute trades.
Additionally, the API is highly customizable, making it a great choice for traders who want to tailor their trading experience to their specific needs.
The Bottom Line
The crypto market is rapidly growing, and having access to reliable and efficient APIs is crucial for developers and traders. The 8 must-try crypto APIs we've explored in this article offer a range of features and benefits to help you stay ahead of the game.
These crypto APIs can help you build innovative solutions and make informed decisions, from market data to trading tools.

Crypto Regulation – Opportunities, Challenges and Impact on Market
Cryptocurrency may be a peer-to-peer digital transactional technology, but without proper regulation or framework, more scams will happen in the digital world.
What crypto regulations are there in the market? How to understand if a particular crypto asset is an ardent follower of these rules? Does crypto follow any law? If yes, will these laws affect the price of the cryptocurrencies too? Let's find out.
What are Crypto Laws?
Crypto laws refer to the legal regulations and requirements that apply to activities related to cryptocurrencies, such as buying, selling, trading, and using them as a medium of exchange.
These laws can vary depending on the country or jurisdiction in which the activities occur and can include regulations related to securities, commodities, taxation, anti-money laundering, and consumer protection.
Crypto laws aim to protect investors, consumers, and the financial system from the risks associated with cryptocurrencies, such as volatility, fraud, and money laundering. They are also intended to promote transparency and fairness in the market and to prevent illicit activities such as terrorist financing and the funding of criminal enterprises.
Some common aspects of crypto laws include licensing and registration requirements for crypto businesses, such as exchanges and wallet providers, as well as rules for capital gains, losses, and value-added taxes. Anti-money laundering and know-your-customer regulations are also often included in crypto laws to prevent using cryptocurrencies for illegal activities.
As the crypto market continues to evolve, so will the laws and regulations governing it. It is essential for investors and participants in the crypto market to stay up-to-date with the regulatory landscape in their particular jurisdiction in order to ensure compliance and mitigate risks.
How is Crypto Regulated in the World?
Crypto is somewhat regulated in the United States, but the specific regulations and requirements vary depending on the type of cryptocurrency activity and the state in which it occurs.
The regulation of cryptocurrency in the United States is primarily the responsibility of:
- The Securities and Exchange Commission (SEC),
- The Commodity Futures Trading Commission (CFTC), and
- The Financial Crimes Enforcement Network (FinCEN).
The SEC and CFTC have authority over cryptocurrency exchanges and trading, while FinCEN is responsible for enforcing anti-money laundering (AML) and know-your-customer (KYC) regulations.
In addition to federal regulations, individual states have rules for cryptocurrency activities. Some states, such as New York, have implemented specific licensing requirements for cryptocurrency businesses, while others have yet to develop comprehensive regulations.
In Europe, the European Securities and Markets Authority (ESMA) regulates cryptocurrencies and initial coin offerings (ICOs). Each European country also has its regulatory authority, such as the Financial Conduct Authority (FCA) in the United Kingdom.
In Asia, the regulation of cryptocurrencies varies widely by country. Japan, for example, has implemented a licensing system for cryptocurrency exchanges, while China has banned cryptocurrency exchanges altogether.
Key Regulations that Every Nation Follows
To be honest, there is no one-size-fits-all answer to this question. The laws and regulations needed to regulate the crypto market effectively can vary depending on the specific circumstances of each country or jurisdiction.
However, some key areas that many nations may need to consider when regulating cryptocurrencies include the following:
Definition & Classification
Governments must define and classify cryptocurrencies, including whether they should be considered commodities, securities, or currency.
Licensing & Registration
Governments may need to implement licensing and registration requirements for cryptocurrency businesses, including exchanges, wallets, and other service providers.
Consumer Protection
Laws may need to be developed to protect consumers from fraud, scams, and other risks associated with investing in or using cryptocurrencies.
Taxation
Governments may need to develop tax laws specifically addressing cryptocurrencies, including rules for capital gains and losses and VAT or sales tax.
AML & KYC
Anti-money laundering (AML) and know-your-customer (KYC) regulations are essential to prevent money laundering, terrorist financing, and other illicit activities.
Security Standards
Regulations should be implemented to ensure that crypto businesses and their users adhere to specific security standards to protect against hacking and other security breaches.
International Cooperation
Due to the global nature of cryptocurrencies, nations may need to cooperate in developing consistent regulatory standards. The regulations needed to regulate cryptocurrencies effectively will depend on the specific circumstances of each country or jurisdiction and the evolving nature of the crypto market itself.
Impact of Regulations on the Crypto Market
The impact of regulation on the crypto market can be significant and affect various aspects of the market. Here are some ways in which law can impact the crypto market:
Market Volatility - The announcement of new regulations can cause market volatility, as investors may become uncertain about the market's future. If the regulations are considered too restrictive, it may lead to a drop in prices, while regulations perceived as beneficial could increase costs.
Investor Confidence - Regulations designed to protect investors can increase confidence in the market, attracting more institutional investors and significant amounts of capital. This can ultimately lead to more stability in the market.
Adoption - Regulations that provide a clear legal framework for cryptocurrencies can encourage more businesses and individuals to adopt them. This can lead to increased demand for cryptocurrencies and, in turn, higher prices.
Innovation - Regulations can also impact innovation in the crypto market. Regulations that are too restrictive or burdensome can stifle innovation, while regulations that are designed to promote innovation can lead to the development of new technologies and use cases.
Compliance Costs - Compliance with regulations can be costly for crypto businesses, particularly smaller ones. This can create barriers to entry and limit the growth of the market.
While regulations can provide excellent protection for investors and encourage adoption, they can create uncertainty and increase business compliance costs. Regulators must balance protecting investors and promoting innovation in the market.
And here’s the million-dollar question!
Will the price of Bitcoin, Ethereum, or your preferred cryptocurrency suddenly drop upon the announcement of the subsequent regulation?
It's a question worth a million dollars, but the truth is that nobody knows for sure. What we do know is that highly restrictive rules could hurt crypto prices. For instance, a regulation that bans crypto exchanges in the U.S. would make it difficult for U.S. residents to obtain cryptocurrencies, potentially causing a significant decline in the entire market.
Conversely, a regulation that mandates exchanges to maintain accurate records of trades and prevent market manipulation could attract more conservative investors, potentially leading to higher prices. Therefore, the effects of regulations on cryptocurrency prices can be either beneficial or detrimental.
Challenges of Enforcing these Regulations
Enforcing cryptocurrency regulations can be challenging for several reasons:
1. Cross-border nature of cryptocurrencies:
Cryptocurrencies are global, decentralized, and not bound by physical borders or jurisdictions. Therefore, enforcing regulations can be challenging, as different laws and regulations may exist in other countries.
2. Anonymity:
Cryptocurrencies allow users to maintain anonymity, making it difficult to track and identify individuals engaging in illicit activities.
3. Lack of regulatory clarity:
The regulatory framework for cryptocurrencies is still in its early stages, and some areas need more clarity. This can make it tough for businesses and investors to understand their legal obligations and create market uncertainty.
4. Rapidly evolving technology:
The technology behind cryptocurrencies is rapidly changing, creating the need to keep up with the latest developments, and ensure that their regulations are still relevant and practical.
5. Lack of resources:
Regulators may need more resources and expertise to effectively monitor and enforce regulations in the fast-paced and complex world of cryptocurrencies.
The Bottom Line
If you are an active crypto investor, understanding the current and potential future regulations is crucial for your portfolio. These regulations could impact various aspects, including your tax obligations, the types of cryptocurrencies available for purchase, and the procedures required to buy Bitcoin and other cryptocurrencies.
Keeping tabs of the legislation is critical to becoming a knowledgeable investor.

Introducing the Customizable Ratings Page for Best Crypto Opportunities
Are you looking for a way to personalize your crypto investing experience like never before? Do you want to have access to a wealth of data and insights that can help you make smarter and faster investment decisions? If so, you’re going to love our latest innovation: the Customizable Ratings Page.
The Customizable Ratings Page is a powerful tool that allows you to tailor your Token Metrics dashboard according to your preferences and goals. You can choose from an expanded selection of columns and metrics, apply advanced filters, and save your preferred layout for future use. This way, you can have a streamlined and efficient interface that shows you exactly what you need to know about various cryptocurrencies.
In this blog post, we’ll show you how the Customizable Ratings Page works and why it’s a game-changer for crypto investors.
How the Customizable Ratings Page Works
The Customizable Ratings Page is designed to give you more control and flexibility over your crypto investing journey. Here’s how it works:
- First, log in to your Token Metrics account and go to the ratings page. You’ll see our default columns that show you our ratings, predictions, fundamentals, technology, technical analysis, correlation rank, volatility rank, market cap rank, price change rank, volume change rank, liquidity rank.
- Next, click on the “Customize” button at the top right corner of the page. You’ll see a list of additional columns that you can add or remove from your dashboard. These include: market cap dominance rank (how dominant is a coin in terms of market cap), price prediction accuracy (how accurate are our price predictions), ROI since inception (how much return has a coin generated since its launch), ROI 30 days (how much return has a coin generated in the past 30 days), ROI 90 days (how much return has a coin generated in the past 90 days), ROI 365 days (how much return has a coin generated in the past year), risk-adjusted returns (how much return has a coin generated relative to its risk), Sharpe ratio (a measure of risk-adjusted returns), Sortino ratio (a measure of downside risk-adjusted returns), max drawdown (the maximum loss from peak to trough), annualized volatility (the standard deviation of annual returns), skewness (a measure of asymmetry of returns distribution), kurtosis (a measure of tail risk of returns distribution).
- Then, drag and drop the columns to rearrange them according to your preference. You can also resize them by dragging their edges.
- Finally, click on “Save” to save your customized layout. You can also click on “Reset” to go back to the default layout.
You can also use advanced filters to narrow down your search for specific coins or criteria. For example:
- If you want to see only coins with high ratings (>80%), high fundamentals (>80%), high technology (>80%), low correlation (<0.5) with Bitcoin or Ethereum
- If you want to see only coins with positive price predictions (>0%), positive price change (>0%), positive volume change (>0%), high liquidity (>80%)
- If you want to see only coins with high ROI since inception (>1000%), high Sharpe ratio (>2), low max drawdown (<50%), low annualized volatility (<50%)
You can apply these filters by clicking on the filter icon next to each column header and entering your desired values or ranges.
The Game-Changer for Crypto Investors?
The Customizable Ratings Page is more than just a cosmetic upgrade. It’s a game-changer for crypto investors because it offers several benefits:
- It helps you focus on what matters most: With so many data points and indicators available in crypto investing, it can be overwhelming and confusing to keep track of everything.
The Customizable Ratings Page lets you focus on what matters most to you and your strategy, whether it’s fundamentals, technology, technical analysis, price predictions, risk-adjusted returns, or anything else. You can eliminate unnecessary noise and clutter and have a clear view of the information that drives your decisions. - It helps you discover new opportunities: With over 6000 cryptocurrencies in existence, it can be hard to find new opportunities that match your criteria and goals.
The Customizable Ratings Page lets you discover new opportunities by applying advanced filters that sort through our vast database of coins. You can find hidden gems that meet your standards and expectations, whether you’re looking for high growth potential, low risk, or niche markets. - It helps you save time and effort: Crypto investing can be time-consuming and exhausting if you have to manually research and analyze every coin that catches your eye.
The Customizable Ratings Page helps you save time and effort by providing you with a quick and easy way to compare and contrast different coins based on various metrics. You can see at a glance how each coin stacks up against others in terms of ratings, predictions, fundamentals, technology, technical analysis, risk-adjusted returns, and more.
Here's a great video to give you a better understanding of the Customizable Ratings Page:
With an expanded selection of columns and metrics, advanced filters, and saved preferences, we’re putting users in the driver’s seat when it comes to analyzing and selecting the best investment opportunities.
At Token Metrics, we’re committed to providing the best tools and resources for our customers to succeed in the ever-evolving world of cryptocurrencies. The Customizable Ratings Page is just another step in our mission to help you make well-informed investment decisions, tailored to your unique goals and strategies.

Cryptocurrency Analysis - How to Analyze Cryptocurrencies
Crypto has indeed gained significant attention and has been a popular investment option in recent times. However, analyzing a cryptocurrency before investing is crucial to make informed decisions and minimize risks. In this article, we will help you understand the key factors that impact a cryptocurrency's price and demand. By doing so, we aim to make it easier for you to embark on your crypto journey with confidence.
But why is it essential to analyze a cryptocurrency before investing in the first place? The answer lies in the volatile nature of cryptocurrencies. The value of a cryptocurrency can fluctuate significantly within a short time, making it a high-risk investment option. By analyzing a cryptocurrency's underlying factors, you can gain insights into its potential risks and rewards, which can help you make more informed investment decisions. With that in mind, let's dive into the key factors that affect a cryptocurrency's value.
How to Analyze Cryptocurrencies?
There are two popular ways (or types) to analyze a cryptocurrency before investing in it.
- Fundamental analysis
- Technical analysis
Fundamental Analysis of Cryptocurrency
Fundamental analysis is the starting point of understanding the history of any crypto asset you want to invest in.
It involves getting to the Adam and Eve of an asset, the team behind the project, the price history, the white paper, the tokenomics of the crypto asset - the whole deal.
The sole purpose of performing this analysis is to understand if the asset is overvalued or undervalued. Having said that, fundamental analysis needs the support of technical analysis to predict the crypto asset completely.
The most important factors to consider when performing the fundamental analysis are:
1. Reviewing the white paper
Every crypto asset is backed by a white paper demonstrating the objectives and other technical details. While some details might seem quite difficult to understand for casual investors, it’s crucial to learn about the vision and mission of the project.
The white paper should clearly explain the goals of the project, how they plan to achieve these goals using their technology, and how the cryptocurrency will function in the market.
One red flag is a white paper full of generic promises with no proper detailing.
2. Know the Team behind the project
To estimate the project's future performance, try to get the details of the professional experience that the team holds.
For this, you can scroll through the LinkedIn profiles of the technical or leadership staff. You can also check the crypto asset's "About Us" page to get the details of who is heading the project.
If you don't find the identity of the founders and the team anywhere on the website or the internet, consider it a red flag in most cases.
3. Learn about the leadership
Find the executive team that handles the financials, operations, and vision. Learning about who is leading the project can help you understand the success probability of the crypto asset.
So, here are a few questions to consider when researching a crypto company’s leadership:
- Do they have a history of successful leadership positions?
- Are they reputable/well-known leaders?
- Is their crypto history good or bad?
- Are they publicly identified or anonymous?
4. Get to know the community
Crypto is a community-driven space. Knowing whether the project is pure hype and speculation or is genuinely trusted by a community can help you decide the success of a crypto asset.
Join the community's Discord or Telegram channel to understand it better. No discussion means no growth.
5. Understand the vision and mission of the project
Crypto assets should have a clear vision and mission if they are genuinely intending to grow.
They should have a direction and a road map and be well-organized in everything they do.
6. Reviewing the roadmap
Similar to traditional companies, cryptocurrencies should have a well-defined roadmap with specific goals and timelines. It is crucial to assess the roadmap before investing in a cryptocurrency to ensure that the asset has a clear path to success. Understanding how the cryptocurrency plans to achieve its goals is essential in making informed investment decisions.
If the goals outlined in the roadmap are too generic and lack specificity, it can be a red flag. Additionally, if the timelines are not well mapped out or appear unrealistic, it could indicate poor planning or execution, which can impact the cryptocurrency's long-term success.
7. Learn about the tokenomics of the project
Tokenomics refers to the economic principles that govern the supply, distribution, and circulation of a cryptocurrency. These principles significantly impact the price and long-term viability of a crypto asset. Understanding the supply and demand dynamics is crucial for investors looking to make informed decisions.
Similar to the stock market, the crypto market's price is influenced by the intersection of demand and supply. When demand exceeds supply, the price of a cryptocurrency tends to increase, and vice versa. Therefore, it is essential to consider the following three data points when evaluating a cryptocurrency investment opportunity:
- Circulating supply: This is the amount of cryptocurrency currently in circulation and available in the market. It is a critical factor in determining the current market value of a cryptocurrency.
- Total supply: This is the maximum amount of cryptocurrency that will ever be available, including tokens that are not yet in circulation. It is important to consider the total supply when evaluating the potential long-term value of a cryptocurrency.
- Maximum supply: Many cryptocurrencies have a mechanism to mint new tokens, and the maximum supply represents the upper limit of the number of tokens that will ever be in existence. Understanding the maximum supply is crucial in assessing the potential dilution of a cryptocurrency's value over time.
In summary, evaluating a cryptocurrency's supply dynamics is an essential aspect of making informed investment decisions. Understanding the circulating, total, and maximum supply of a cryptocurrency can provide valuable insights into its potential value and long-term viability.
8. Review the price history
Cryptocurrencies are known for their high volatility, but there are various factors that impact their price. Understanding these factors, such as token supply and marketing efforts, is crucial in determining the dependability of a cryptocurrency's price. Additionally, reviewing a cryptocurrency's price history can provide valuable insights into its growth or decline over time.
Analyzing price fluctuations in a given time period can help you determine whether a cryptocurrency is thriving or dying. For instance, if a cryptocurrency experienced a significant price spike but failed to recover over subsequent months or years, it could be a warning sign for investors. Similarly, market capitalization and trading volume are crucial indicators of a cryptocurrency's potential. If a cryptocurrency's market cap continues to decline over time, or if there is little trading volume, it may not be a viable investment option.
Technical Analysis of Cryptocurrency
Technical analysis of a crypto asset involves analyzing historical price and volume data to identify patterns and trends that can provide insight into future price movements.
Here are 5 factors to consider in the technical analysis of a crypto asset:
- Price charts and patterns: Technical analysis typically involves using price charts to identify trends and patterns. Common patterns include support and resistance levels, trend lines, and chart formations such as triangles and head-and-shoulders patterns.
- Volume: Volume refers to the number of cryptocurrency shares or units traded during a given period. High trading volume can indicate a strong trend, while low trading volume may suggest that a market is consolidating or lacks momentum.
- Moving averages: Moving averages are widely used in technical analysis. They are used to smooth out price fluctuations and identify trends. Popular moving averages include the simple moving average (SMA) and the exponential moving average (EMA).
- Oscillators: Oscillators are indicators that oscillate between two extremes, such as overbought and oversold conditions. Common oscillators used in technical analysis include the relative strength index (RSI) and the stochastic oscillator.
- Market sentiment: Market sentiment refers to investors' overall mood or attitude towards a particular cryptocurrency. Sentiment can be measured using various methods, such as social media sentiment analysis or surveys of market participants. Considering market sentiment when analyzing a crypto asset is important because it can impact price movements.
Technical analysis can provide valuable insights into a cryptocurrency's price movements, but it requires expertise in the field. The term "technical" refers to the complex algorithms and charts used to analyze market trends and predict future price movements.
Therefore, it may be too complicated for casual investors who do not have a strong understanding of the underlying principles. Here at Token Metrics, we automated Technical Analysis for thousands of cryptocurrencies with the help of AI and Machine Learning.
Just visit the page of a crypto you want to analyze, click on "Trader" from the left menu, and then click on the "Resistance and Support Levels" tab to start analyzing.
The Bottom Line
A cryptocurrency analysis involves examining and verifying a lot of information about a digital asset.
To get the deepest understanding of an asset, you can start with a fundamental analysis followed by a technical analysis.
We, at Token Metrics, work hard to make all of these tools available to you with a click of a button, automated and powered by AI to help you analyze thousands of cryptocurrencies fast.

Golden Crossing Pattern - What It Is and How to Identify It?
In the world of crypto trading, technical analysis is a popular method for predicting the future price movements. One of the most well-known term in technical indicators is the "golden cross," which occurs when the short-term moving average of a cryptocurrency's price crosses above its long term moving average. While this pattern is not a guaranteed predictor of future price increases, many traders use it as a part of their overall trading strategy.
In this blog post, we will explore the concept of the golden cross in more detail, including what it is, how it works, and some of the potential risks and strategies of using this pattern in cryptocurrency trading.
What is Golden Crossing?
Golden Crossing is a technical analysis term used in financial markets to describe a bullish trend signal that occurs when a shorter-term moving average crosses above a longer-term moving average. The term "golden" represents this crossover's positive sentiment among traders and investors.
What Does a Golden Crossing Indicate?
A Golden Cross occurs when a shorter-term moving average (such as the 50-day moving average) crosses above a longer-term moving average (such as the 200-day moving average).
This crossing is thought to indicate that the stock's price has been trending higher in the short term and is likely to continue in the longer term. This is considered a bullish signal in technical analysis.
How to Identify a Golden Cross?
To identify a Golden Cross on a chart, you will need to plot two moving averages with different periods. The most common combination used to identify a Golden Cross is the 50-day moving average and the 200-day moving average.
Here are the steps to identify a Golden Cross on a chart:
- Open a chart for the crypto asset you want to analyze.
- Select the time frame for the graph (e.g., daily, weekly, monthly).
- Plot the 50-day moving average and the 200-day moving average on the chart.
- Look for where the 50-day moving average crosses above the 200-day moving average.
- This point where the 50-day moving average crosses above the 200-day moving average is the Golden Cross.

Once you have identified the Golden Cross, you can use it as a signal to buy the crypto asset.
However, as we mentioned earlier, it is important to consider other factors before making an investment decision and not solely rely on a single technical analysis tool.
How to Use the Golden Cross Strategy?
The Golden Cross strategy is a technical analysis tool traders and investors use to identify potential buy signals in financial markets. Here are some steps to use the Golden Cross strategy:
- Identify the Golden Cross: As we mentioned, the Golden Cross occurs when the shorter-term moving average (e.g., 50-day moving average) crosses above the longer-term moving average (e.g., 200-day moving average).
- Confirm the signal: Traders and investors usually use other technical analysis tools to confirm the Golden Cross signal, such as the Relative Strength Index (RSI), Moving Average Convergence Divergence (MACD), or price patterns like support and resistance levels.
- Consider fundamental analysis: It is essential to consider the fundamental analysis of the asset, such as earnings reports, financial statements, market trends, and economic indicators. The Golden Cross strategy should be one of many factors in your investment decision.
- Plan the trade: Once you have identified the Golden Cross and confirmed the signal, you can plan your trade. Set your entry point, stop loss and target price based on your risk tolerance and investment goals.
- Manage the trade: Monitoring the transaction regularly and adjusting your stop loss and target price based on market conditions is important. Traders and investors use trailing stop losses to protect their profits and manage risks.
Note: It is important to note that the Golden Cross strategy does not guarantee success, and traders and investors should always be aware of the risks involved in trading and investing. As with any trading strategy, conducting proper research, managing risk, and having a well-defined trading plan are essential.
7 Best Golden Cross Trading Strategies
Here are seven Golden Cross trading strategies that traders and investors can use to identify potential buy signals in financial markets:
- Simple Golden Cross: This basic Golden Cross strategy occurs when the 50-day moving average exceeds the 200-day moving average. Traders use this strategy to identify a bullish trend and enter a long position.
- Multiple Moving Averages: Traders can use various moving averages, such as the 20-day, 50-day, and 200-day moving averages, to confirm the Golden Cross signal. If all moving averages cross above each other, it can demonstrate a strong bullish trend.
- Golden Cross with Relative Strength Index (RSI): Traders can use the RSI indicator to confirm the Golden Cross signal. If the RSI crosses above the 50 levels simultaneously with the Golden Cross, it can indicate a strong bullish trend.
- Golden Cross with Moving Average Convergence Divergence (MACD): Traders can use the MACD indicator to confirm the Golden Cross signal. If the MACD line crosses above the signal line simultaneously with the Golden Cross, it can indicate a strong bullish trend.
- Golden Cross with Support and Resistance Levels: Traders can use support and resistance levels to confirm the Golden Cross signal. If the asset’s price breaks above a key resistance level simultaneously with the Golden Cross, it can indicate a strong bullish trend.
- Golden Cross with Volume: Traders can use volume to confirm the Golden Cross signal. If the asset’s price exceeds the moving averages with high volume, it can indicate a strong bullish trend.
- Golden Cross with Candlestick Patterns: Traders can use candlestick patterns, such as bullish engulfing or morning star patterns, to confirm the Golden Cross signal. If a bullish candlestick pattern forms at the same time as the Golden Cross, it can indicate a strong bullish trend.
Some Classic Examples Of Golden Cross
Here are some examples of Golden Cross signals that have occurred in financial markets:
- Bitcoin (BTC): In April 2019, Bitcoin experienced a Golden Cross signal when the 50-day moving average crossed above the 200-day moving average. This signal indicated a potential bullish trend in Bitcoin's price. Traders who entered a long position in Bitcoin at this point would have profited from the subsequent rise in Bitcoin's price.
- Apple Inc. (AAPL): In April 2019, Apple's stock price experienced a Golden Cross signal when the 50-day moving average exceeded the 200-day moving average. This signal indicated a potential bullish trend in Apple's stock price. Traders who entered a long position would have profited from the subsequent Apple stock price rise.
- Gold (XAU): In June 2019, Gold experienced a Golden Cross signal when the 50-day moving average crossed above the 200-day moving average. This signal indicated a potential bullish trend in Gold's price. Traders who entered a long position in Gold would have profited from the subsequent rise in Gold's price.
Observing past performance does not indicate future results, so conduct your research, understand the risks involved, and dive deep into investing. The Golden Cross signal is just one tool among many that traders and investors use to identify potential buy signals in financial markets.
Risks Associated With Golden Cross Strategy
Like any trading strategy, the Golden Cross strategy also comes with risks that traders and investors should be aware of:
- False Signals: The Golden Cross signal does not guarantee future market performance. Traders and investors should research and analyze well before entering a trade, as false signals can occur.
- Delayed Entry: The Golden Cross signal occurs after the start of a new trend, which means traders and investors who rely on this signal may enter the market later than those who use other indicators or strategies. This can result in missed opportunities or lower potential profits.
- Market Volatility: The Golden Cross signal may be less effective during periods of market volatility, as the moving averages may cross frequently and produce false signals. Traders and investors should adjust their trading strategies to reflect current market conditions.
- Whipsaw Effects: The Golden Cross signal may produce whipsaw effects, where the market reverses shortly after the signal. Traders and investors should use other technical analysis tools and risk management techniques to mitigate this risk.
This is why traders and investors should carefully consider the risks associated with the Golden Cross strategy and their own risk tolerance and investment objectives before using this strategy in financial markets.
The Bottom Line
All indicators, in general, are considered to show some ‘lag’, and that no indicator can actually predict the future. It is also observed that the golden cross often produces a false signal leading to regular failure in its predicting power.
Therefore, a golden cross should always be followed by confirmation from other signals and indicators before fixating on a trade. This is why we use more than 50 data points in our AI-based models to predict the cryptocurrency market correctly, here at Token Metrics.
The key to using golden cross - including additional filters and indicators - is to always use proper risk parameters and ratios. Remember that your risk-to-reward ratio has got to be in your favour to yield better results than just following the cross blindly.
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Token Metrics Media LLC is a regular publication of information, analysis, and commentary focused especially on blockchain technology and business, cryptocurrency, blockchain-based tokens, market trends, and trading strategies.
Token Metrics Media LLC does not provide individually tailored investment advice and does not take a subscriber’s or anyone’s personal circumstances into consideration when discussing investments; nor is Token Metrics Advisers LLC registered as an investment adviser or broker-dealer in any jurisdiction.
Information contained herein is not an offer or solicitation to buy, hold, or sell any security. The Token Metrics team has advised and invested in many blockchain companies. A complete list of their advisory roles and current holdings can be viewed here: https://tokenmetrics.com/disclosures.html/
Token Metrics Media LLC relies on information from various sources believed to be reliable, including clients and third parties, but cannot guarantee the accuracy and completeness of that information. Additionally, Token Metrics Media LLC does not provide tax advice, and investors are encouraged to consult with their personal tax advisors.
All investing involves risk, including the possible loss of money you invest, and past performance does not guarantee future performance. Ratings and price predictions are provided for informational and illustrative purposes, and may not reflect actual future performance.