Crypto Basics

What is Wash Trading and How to Identify It?

Learn everything about wash trading and how to identify it, in this descriptive guide.
S. Vishwa
7 Minutes
MIN

The financial market can be a mysterious and complex world to navigate, especially for novice investors. It's no secret that there are some shady practices that can take place in it, and one of the most prevalent is wash trading.

In simple terms, wash trading is a practice in which an investor buys and sells the same asset, such as a stock or cryptocurrency, in rapid succession, with the intention of creating the illusion of market activity and inflating the asset's price.

In this article, we'll dive deep into what wash trading is, how it works, and most importantly, how to identify and avoid it.

What is Wash Trading?

Wash trading is, when an individual or group of people buy and sell the same asset to create a false sense of trading activity. The goal of this practice is to manipulate the market by making it seem like there is more demand for an asset than there actually is.

This leads to a rise in the asset's value, which the individuals conducting the wash trade can then take advantage of.

Now, you might be thinking, "Well, that doesn't sound too bad. What harm could it do?" Well, the problem with wash trading is that it's illegal.

It's considered market manipulation and can result in fines, legal action, and even jail time. Not to mention, it's unfair to honest traders who are playing by the rules.

How Does Wash Trading Work?

Wash trading can take many forms, but the most common method involves an investor using multiple accounts to buy and sell the same asset. This creates the appearance of multiple buyers and sellers, when in reality, it is just one person or entity behind all the transactions.

For example, let's say an investor owns 100 shares of ABC Company's stock. The investor uses one account to sell the shares for $10 each, and then immediately uses another account to buy the shares back for $12 each.

The investor has effectively created the illusion of market activity and has also artificially inflated the assets price.

Wash trading can also be done by colluding with other investors to create the illusion of market activity. In some cases, a group of investors will agree to buy and sell an asset amongst themselves, with the intention of inflating the price and then selling the asset to unsuspecting buyers.

Why is Wash Trading a Problem?

Wash trading is a problem for a number of reasons. Firstly, it creates an unfair advantage for the investor who continues to engage in this unethical practice.

They are able to artificially inflate the price of an asset, which can lead to unsuspecting investors buying in at a higher price than they should. This is particularly damaging for new or inexperienced investors who may not be aware of wash trading and its effects.

Wash trading can also lead to market instability and volatility. When an asset's price is artificially inflated, it can create a bubble that eventually bursts, leading to a rapid drop in price. This can have a ripple effect on the market as a whole, potentially leading to panic selling and a market crash.

Also Read: Pump and Dump Schemes - How to Spot and Avoid Investment Scams

Examples of Wash Trading

There have been several high-profile cases of wash trading in recent years, particularly in the world of cryptocurrency. Here are a few examples:

Bitfinex and Tether: In 2018, the New York Attorney General's office accused cryptocurrency exchange Bitfinex and its affiliated stablecoin issuer Tether of engaging in a massive wash trading scheme. The scheme allegedly involved Bitfinex using Tether's USDT stablecoin to artificially inflate the price of Bitcoin and other cryptocurrencies, creating a false sense of demand. The case is still ongoing.

Mt. Gox: Mt. Gox was once the largest Bitcoin exchange in the world, but it infamously collapsed in 2014 after it was revealed that it had lost hundreds of millions of dollars worth of its users' Bitcoin. It was later discovered that Mt. Gox had also been engaging in wash trading, which helped to artificially inflate the price of Bitcoin on its platform.

How to Detect Wash Trading in the Market?

Identifying wash trading can be difficult, as the practice is designed to create the illusion of market activity. However, there are a few red flags to look out for:

Abnormal trading volumes: If you notice that an asset is experiencing unusually high trading volumes, it could be a sign of wash trading.

Abnormal price movements: Wash trading is often used to artificially inflate the price of an asset, so if you notice that an asset's price is moving in an abnormal or inconsistent way, it could be a sign of wash trading.

Suspicious trading patterns: If you notice that the same investor is buying and selling an asset at the same time, or if a group of investors are all buying and selling an asset amongst themselves, it could be a sign of wash trading.

How to Avoid Wash Trading?

The best way to avoid wash trading is to do your research before investing in any asset. Look for assets with high trading volumes and solid fundamentals, and be wary of assets that seem too good to be true.

It is also important to keep an eye out for red flags that may indicate wash trading, such as abnormal trading volumes, abnormal price movements, and suspicious trading patterns.

If you suspect that an asset is being manipulated through wash trading, it is best to avoid investing in that asset altogether.

Finally, it is important to stay educated and informed about the market and its practices. The more you know, the better equipped you will be to recognize and avoid unethical practices like wash trading.

Wash Trade vs Cross Trade

Wash trading and cross trading are both market manipulation techniques that involve buying and selling securities or assets to create false activity and inflate prices.

The key difference between the two is that wash trading involves buying and selling the same asset, while cross trading involves buying and selling different assets at the same time.

Wash trading is often used to create the illusion of market activity, while cross trading is often used to manipulate prices for a particular asset or group of assets.

Both practices are illegal in most financial markets and can lead to heavy fines and legal penalties for those caught engaging in them.

Is Wash Trading illegal in Crypto?

Wash trading is illegal in most financial markets, including the cryptocurrency market. The practice is considered a form of market manipulation that creates false activity and distorts prices, which can harm investors and disrupt the market as a whole.

In the United States, the Commodity Futures Trading Commission (CFTC) has taken action against several cryptocurrency exchanges for engaging in wash trading, and has imposed heavy fines on those found guilty.

Additionally, many cryptocurrency exchanges have implemented measures to prevent wash trading on their platforms, such as using trading volume as a metric to determine the validity of trades.

The Bottom Line

In conclusion, wash trading is a sneaky and illegal practice that can have serious consequences for traders and the market as a whole. Remember to always do your research, stay informed, and be wary of red flags that may indicate wash trading.

With a little knowledge and vigilance, you can avoid falling victim to this harmful practice and make smart, informed investment decisions.

Also by understanding the signs of wash trading and taking action to report it when necessary, investors and traders can help to keep the market fair and transparent for everyone.

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.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Discover the Future of Crypto Investing: Top Token Metrics API Hackathon Projects Revolutionizing Portfolio Management and Trading

Token Metrics Team
5 min
MIN

In the rapidly evolving world of cryptocurrency, staying ahead requires more than just intuition-it demands cutting-edge technology and intelligent insights. Enter the Token Metrics AI API, a powerful tool that’s transforming how investors analyze, trade, and manage their crypto portfolios. Recently, a series of innovative hackathon projects have showcased the incredible potential of this API, blending AI, real-time data, and user-friendly platforms to empower investors at every level. Let’s dive into some of the most exciting projects that are setting new standards in crypto portfolio management and trading.

1. Let Me Know – Multi-Agent Crypto Portfolio Management

Imagine a platform where multiple AI agents work together to analyze your crypto holdings in real time and deliver actionable recommendations. That’s exactly what Let Me Know offers. By connecting directly to users’ wallets, it leverages specialized AI agents like Bounce Hunter, which identifies key support and resistance levels, and Crypto Oracle, which analyzes market sentiment and momentum. The platform synthesizes these insights to provide balanced, data-driven portfolio advice, powered by live Token Metrics market data. Whether you’re a seasoned trader or a newcomer, Let Me Know’s intelligent system helps you navigate market fluctuations with confidence.

Links:

2. EndGame – Personalized AI-Powered Crypto Insights

EndGame takes portfolio analysis a step further by tailoring recommendations to your personal risk profile. This sleek Web3 app integrates Token Metrics data to deliver multi-perspective token analysis and risk profiling options ranging from “High Risk/High Reward” to “Safe & Steady.” Its AI trading agents apply specialized strategies to help you optimize your portfolio according to your comfort level, all while providing real-time insights for timely decision-making.

Links:

3. LHedgerAI – Smarter Portfolio Optimization with AI

For investors seeking a mathematically rigorous approach, LHedgerAI offers AI-driven portfolio optimization based on Markowitz’s Efficient Frontier theory. Combining advanced statistical reasoning with Token Metrics data, this platform provides personalized risk-based recommendations-whether you prefer aggressive growth or capital preservation. Its multi-agent AI analysis ensures your portfolio is intelligently diversified and aligned with your financial goals.

Links:

4. SwAutomate – Secure Telegram Trading Bot

Trading on the go just got smarter and safer with SwAutomate, a Telegram bot that automates crypto trading using Token Metrics signals. It features encrypted on-chain trade receipts, making tax and accounting compliance effortless. Integrated with multiple exchanges and powered by real-time market sentiment and technical indicators, SwAutomate delivers a seamless, secure trading experience right from your favorite messaging app.

Links:

5. Token Metrics Trading Signals – Browser Extension

For those who want insights without switching tabs, the Token Metrics Trading Signals Chrome extension integrates directly into popular portfolio interfaces like DeBank and Metamask. It displays real-time buy/sell signals and contextual insights within your existing tools, enabling faster, more informed trading decisions without disrupting your workflow.

Links:

6. ArithmoAI – Gen-Z Friendly Telegram Trading Companion

ArithmoAI is a quant-powered, AI-enhanced trading bot designed for the next generation of crypto investors. It supports multi-exchange management, portfolio tracking, and automated futures strategies, all driven by Token Metrics data. Its user-friendly Telegram interface makes sophisticated trading accessible and engaging.

Links:

7. TaxMate – Simplifying DeFi for SMEs and Web2 Users

Bridging traditional finance and DeFi, TaxMate helps small and medium enterprises convert idle cash into compliant DeFi earnings. With features like treasury management, CSV tax reporting, and a high-risk “Vault” investment option powered by Token Metrics, TaxMate makes DeFi accessible to non-crypto users while optimizing returns with AI-driven rebalancing.

Links:

8. Metavest – Autonomous AI Trading Agent

Metavest combines blockchain security with AI trading to offer a transparent, risk-mitigated investment experience. Utilizing Token Metrics for market data and trading signals, this fully autonomous agent focuses on delivering profitable trades with minimal user intervention.

Links:

9. Pipe It!! – Invoice Factoring Platform

Pipe It!! is an innovative Base-powered invoice factoring platform that bridges traditional finance with DeFi, enabling businesses to borrow against their invoices while allowing investors to earn attractive APYs through AI-driven trading strategies powered by Token Metrics. Businesses submit invoices for evaluation, and upon acceptance, receive advances in ETH from the Flooz Vault. Unused funds are then actively managed using AI-generated trading strategies, optimizing yield generation. Token Metrics integration ensures market-responsive pricing by leveraging real-time sentiment data and sophisticated AI trading models, creating a seamless and intelligent financial ecosystem for both businesses and investors.

Links:

10. TM Signals Bot – Telegram Trading Signals

TM Signals Bot brings real-time cryptocurrency trading signals directly to your Telegram. Powered by the Token Metrics API, it offers market insights, virtual portfolio simulation, performance tracking, top token rankings, and automated alerts. This bot is designed for traders who want instant, actionable information delivered in an accessible chat interface, enhancing decision-making with up-to-the-minute data.

Links:

11. Moon.ai – AI Investment Agent for Beginners

Moon.ai is tailored for entry-level crypto investors seeking AI-guided investment advice. Integrating multiple wallets such as Base and Metamask, it analyzes user actions and provides personalized investment recommendations based on Token Metrics’ market data and signals. This project lowers the barrier to entry for new investors, making crypto investing smarter and more approachable.

Links:

12. Crypto-Whisperer – Natural Language Trading Desk

Crypto-Whisperer revolutionizes crypto trading by enabling users to execute trades through simple natural language commands. Powered by the Token Metrics API, it combines real-time intelligence with a modular architecture to simplify the trading experience. This democratizes access to sophisticated trading tools, allowing users to interact with the market as easily as chatting with a friend.

Links:

13. Trading Bot Maker – Algorithmic Trading Platform

This modular platform empowers users to build custom algorithmic trading bots using insights from the Token Metrics API. Features include configurable buy/sell thresholds based on trader grades, budget management, and real-time monitoring. Designed with a future-ready architecture, it enables traders to tailor automated strategies precisely to their preferences.

Links:

14. Holy MCP – One Platform to Rule Them All

Holy MCP is a comprehensive MCP server platform integrating multiple tools and APIs, including Token Metrics. It offers users access to crypto market data, trading strategy implementation, and token performance analysis through a standardized interface. With an app store featuring hundreds of tools and simplified API key management, Holy MCP streamlines crypto analytics and trading workflows.

Links:

15. Trade Compass – Crypto Trading Navigation

Trade Compass is a full-featured platform providing crypto trading guidance powered by Token Metrics data. It offers in-depth market analysis and actionable trading recommendations, helping users navigate the complexities of the crypto market with confidence.

Links:

16. Combined Masa and Token Metrics Fast-MCP Server

This server consolidates API access from Masa Documentation API and Token Metrics Data API, featuring Fast-MCP integration, Token Metrics API tools focused on V2 capabilities, LangChain/LangGraph compatibility, and streamlined API key management. It enables developers to build sophisticated crypto applications leveraging multiple data sources efficiently.

Links:

17. Tomarai

Tomarai utilizes the Token Metrics API for advanced crypto market analysis and trading. It offers a demo showcasing its capabilities in delivering actionable insights and automated trading strategies.

Links:

These projects exemplify how the Token Metrics API is catalyzing innovation across the crypto ecosystem-from portfolio optimization and automated trading bots to user-friendly interfaces and compliance tools. Whether you’re an individual investor looking for smarter insights or a developer seeking to build the next breakthrough application, the Token Metrics API ecosystem offers a wealth of inspiration and functionality.

Stay tuned as these projects continue to evolve and redefine crypto investing with AI-powered precision and real-time intelligence. The future of crypto portfolio management is here-and it’s smarter, faster, and more accessible than ever before.

Crypto Basics

The Best Cryptocurrencies to Mine in 2025: A Comprehensive Guide

Token Metrics Team
5 mins
MIN

Cryptocurrency mining remains a viable way to earn passive income in 2025. However, with advancements in blockchain technology, changing mining algorithms, and rising energy costs, selecting the best cryptocurrencies to mine has become more complex than ever. This guide explores the top cryptocurrencies to mine in 2025, providing valuable insights to help you make informed decisions.

What is Crypto Mining?

Cryptocurrency mining is the process of validating transactions on a blockchain network by solving complex cryptographic puzzles using computational power. Miners are rewarded with cryptocurrency tokens for successfully securing the network and verifying transactions.

There are three primary types of mining:

  1. CPU Mining – Uses a computer's central processing unit. This method is largely obsolete due to inefficiency.
  2. GPU Mining – Utilizes high-performance graphics processing units, making it ideal for mining altcoins.
  3. ASIC Mining – Employs specialized hardware for maximum efficiency, often used for Bitcoin mining.

Top Cryptocurrencies to Mine in 2025

With evolving blockchain technology, some cryptocurrencies remain profitable to mine, while others have become impractical. Here are the best choices for 2025:

1. Bitcoin (BTC)

  • Mining Reward: 3.125 BTC/block (post-2024 halving)
  • Mining Method: ASIC mining (SHA-256)
  • Profitability: Moderate to high, depending on electricity costs and mining difficulty
  • Why Mine? Bitcoin remains the most valuable and widely adopted cryptocurrency, making it a reliable long-term investment.

2. Kaspa (KAS)

  • Mining Reward: ~166 KAS/block
  • Mining Method: GPU mining (KHeavyHash)
  • Profitability: High due to its energy-efficient algorithm
  • Why Mine? Kaspa is gaining traction for its innovative blockDAG architecture, allowing faster transaction speeds and scalability.

3. Monero (XMR)

  • Mining Reward: 0.6 XMR/block
  • Mining Method: CPU & GPU mining (RandomX)
  • Profitability: Moderate, but offers privacy-focused transactions
  • Why Mine? Monero is ASIC-resistant, keeping mining accessible to individuals using consumer hardware.

4. Dogecoin (DOGE)

  • Mining Reward: 10,000 DOGE/block
  • Mining Method: GPU & ASIC mining (Scrypt)
  • Profitability: Moderate, depending on market price
  • Why Mine? Dogecoin maintains a strong community and high transaction volume, making it an excellent alternative to Bitcoin and Litecoin.

5. Ergo (ERG)

  • Mining Reward: 45 ERG/block
  • Mining Method: GPU mining (Autolykos 2)
  • Profitability: High for GPU miners due to its energy efficiency
  • Why Mine? Ergo offers smart contract functionality with an energy-efficient mining process, making it attractive for sustainable mining.

6. Ravencoin (RVN)

  • Mining Reward: 2,500 RVN/block
  • Mining Method: GPU mining (KawPow)
  • Profitability: Moderate
  • Why Mine? Ravencoin is ASIC-resistant, ensuring fairer mining opportunities for individual miners.

7. Litecoin (LTC)

  • Mining Reward: 6.25 LTC/block
  • Mining Method: ASIC mining (Scrypt)
  • Profitability: Moderate to high
  • Why Mine? Litecoin remains a stable, well-established cryptocurrency with faster transactions than Bitcoin.

8. Zcash (ZEC)

  • Mining Reward: 3.125 ZEC/block
  • Mining Method: GPU mining (Equihash)
  • Profitability: Moderate
  • Why Mine? Zcash offers strong privacy features and is supported by major exchanges.

How to Start Mining in 2025

Step 1: Choose a Cryptocurrency

Research the best coin for your hardware and profitability.

Step 2: Set Up a Mining Rig

  • CPU/GPU miners: Build a computer with multiple GPUs.
  • ASIC miners: Purchase specialized hardware.

Step 3: Install Mining Software

Popular options include CGMiner, NiceHash, and PhoenixMiner.

Step 4: Join a Mining Pool

Pooling resources with others increases chances of consistent rewards. Top mining pools include F2Pool, Slush Pool, and 2Miners.

Step 5: Monitor & Optimize

Track electricity usage, optimize settings, and stay updated on network difficulty.

Pros and Cons of Crypto Mining

Pros:

  • Passive income potential
  • Supports blockchain security
  • Can be profitable with the right setup

Cons:

  • High electricity costs
  • Hardware can become obsolete
  • Increased mining difficulty over time

Is Crypto Mining Still Profitable in 2025?

The profitability of mining depends on factors such as electricity costs, mining difficulty, and market prices. Bitcoin mining remains profitable for those with access to low-cost energy and high-performance ASIC miners. However, GPU mining is still viable for altcoins like Kaspa, Ergo, and Ravencoin.

With the increasing focus on energy efficiency and sustainability, miners should consider eco-friendly mining operations to stay competitive.

Final Thoughts

Crypto mining in 2025 continues to evolve, offering opportunities for individuals and businesses. Whether you choose to mine Bitcoin, altcoins, or privacy-focused cryptocurrencies, conducting thorough research and optimizing your setup is crucial for success.

If you're looking to get started with mining, make sure to consider hardware costs, electricity consumption, and long-term profitability before making your decision.

‍

Crypto Basics

Unleash AI Alpha: How Traders and Developers Are Dominating with Token Metrics API & SDK

Token Metrics Team
5 mins
MIN

In crypto, timing isn’t everything—intelligence is.

The market never sleeps, and decisions based on lagging data can cost you profits. That’s why forward-thinking traders, developers, and institutions are turning to the Token Metrics AI API & SDK—a powerhouse of real-time, AI-powered intelligence engineered to give you a lasting edge.

🎯 Built for Real Crypto Alpha

The Token Metrics API and SDK empowers you to build AI-driven trading agents that capture market-leading alpha—no matter your size or experience level. The same AI engine that identified MATIC at $0.03 and SOL at $1 is now accessible to everyone via a simple, developer-friendly interface.

At the core of the platform lies a powerful value proposition:

  • AI-Driven Precision for Crypto – Leverage advanced machine learning models trained on crypto market dynamics to generate real-time, actionable trading signals.

  • Autonomous Crypto Trading Agents – Build intelligent agents that execute optimized strategies across centralized and decentralized exchanges (CEXs and DEXs).

  • Real Crypto Alpha Generation – Tap into backtested AI grades and metrics that fuel high-confidence, data-driven decisions and consistent profitability.

đź”§ What You Can Build

With over 20 high-performance endpoints and blazing-fast response times, the Token Metrics API lets you build smarter, faster, and more intelligent tools, including:

  • AI Trading Agents – Deploy autonomous agents powered by real-time buy/sell signals across your preferred exchanges.

  • DeFAI Applications – Build decentralized finance AI agents that execute on-chain trades, perform arbitrage, snipe listings, and more.

  • Investor Tools – Evaluate assets with proprietary grades across fundamentals, technology, risk, and valuation.

  • Market Dashboards – Visualize sentiment, volatility, support/resistance, and correlation in real-time.

  • Telegram/Discord Agents – Deliver AI-powered trading alerts and market updates directly to your communities.

Whether you're building a simple agent or a full-scale DeFi AI system, the API offers all the power you need to innovate.

đź§° Made for Builders

From weekend hackers to institutional quant teams, Token Metrics provides the intelligence layer for building next-gen crypto products.

🔥 Beat the Market with Intelligence

In a market where seconds matter, having predictive analytics and AI-generated alpha can be the difference between catching the wave or getting left behind. With everything from Sharpe ratios to sentiment data, Token Metrics turns noise into signal—giving you the confidence to act, not react.

Whether you're building DeFAI agents, algorithmic trading platforms, or market monitoring dashboards, Token Metrics gives you the tools to lead.

âś… Ready to Get Started?

  • Create your free account

  • Claim 500 free API calls

  • Explore the docs and start building today

👉 https://www.tokenmetrics.com/crypto-data-api

‍

Choose from Platinum, Gold, and Silver packages
Reach with 25–30% open rates and 0.5–1% CTR
Craft your own custom ad—from banners to tailored copy
Perfect for Crypto Exchanges, SaaS Tools, DeFi, and AI Products