Research

Comparing the Top Crypto Trading Bots of 2025: Open Source and Paid

Explore the leading open source and paid crypto trading bots for 2025. Learn about their features, AI automation, and how to select the best tool for your strategy.
Token Metrics Team
6
MIN

The landscape of crypto trading is rapidly evolving, and as we move into 2025, automation through trading bots remains one of the most transformative trends. Both newcomers and experienced traders are turning to crypto trading bots to streamline processes, manage risk, and take advantage of around-the-clock markets. But with the explosion of open source and paid options, how do you identify which bots merit your attention? In this deep dive, we’ll compare the leading crypto trading bots of 2025—balancing tech, usability, and transparency—so you can navigate this essential toolkit with confidence.

What Are Crypto Trading Bots and How Do They Work?

Crypto trading bots are software programs designed to automate buying, selling, and portfolio rebalancing in cryptocurrency markets. Leveraging predefined rules, technical indicators, or advanced machine learning, these bots execute trades faster and without the emotional bias that can affect manual trading. Bots can operate 24/7, responding instantly to market changes and often employing sophisticated strategies that would be challenging to replicate manually.

In 2025, the variety of bots available spans from simple rule-based systems to complex AI-driven agents. They connect to crypto exchanges—such as Binance, Coinbase, or Kraken—through API integrations. Most bots allow users to customize strategies, set risk parameters, and monitor performance through intuitive dashboards.

Open Source vs. Paid Trading Bots: Key Differences

The difference between open source and paid crypto trading bots often comes down to transparency, control, and ease of use.

  • Open Source Bots: These bots offer transparency and community collaboration. Users can audit the code, ensure no hidden functionality exists, and even tweak algorithms to better suit their needs. Popular examples include Freqtrade and Gekko. While these bots are typically free, they require more technical expertise to set up and maintain, especially when connecting APIs or deploying custom strategies.
  • Paid (Commercial) Bots: Premium bots bundle user-friendly interfaces, customer support, and often proprietary algorithms. Services like 3Commas, Cryptohopper, and Bitsgap lead this category by offering plug-and-play features, cloud hosting, and advanced automation. While they have subscription fees, they cater to users who prefer convenience, security, and ongoing updates over full source code access.

Choosing between open source or paid options in 2025 depends on your technical skill, needs for customizability, trust level, and budget allocation for trading infrastructure.

As AI integrates deeper into crypto trading, both open source and paid bots have seen an upgrade in intelligence and adaptability:

  • Natural Language Strategy Creation: Some advanced bots allow users to describe trading strategies in plain language, which the AI then translates into executable code.
  • Reinforcement Learning Algorithms: AI-driven bots in 2025 commonly use reinforcement learning, optimizing their strategies based on real-time outcomes and historical market data.
  • On-Chain Data Integration: The best bots can process on-chain metrics—such as wallet movements and DeFi protocol activity—adding fresh market context to traditional technical indicators.
  • Risk-Aware Trade Execution: Automated position sizing, stop-loss rules, and volatility analysis are standard, reducing exposure in turbulent conditions without constant user intervention.
  • Multi-Exchange and Cross-Asset Support: Top bots can manage portfolios across several trading platforms, balancing trades among Bitcoin, Ethereum, altcoins, and even tokenized real-world assets.

This evolution assists users at all experience levels, turning AI-powered bots into leading research and automation companions rather than just passive trading engines.

Top Open Source and Paid Crypto Trading Bots in 2025

Let’s spotlight a few prominent options, emphasizing their core features without bias:

  1. Freqtrade (Open Source): Known for its robust backtesting engine, extensive strategy customization, and active GitHub community. Ideal for tech-savvy users who value flexibility and transparency.
  2. Gekko (Open Source): A lightweight bot that runs on Node.js and connects to multiple exchanges. Supports plugin architecture but may lack advanced AI integrations found in newer bots.
  3. Hummingbot (Open Source): Specializes in liquidity mining and market making, enabling users to deploy custom bots with cloud or local hosting. Actively maintained with built-in analytics.
  4. 3Commas (Paid): Offers smart trading terminals, grid bots, trailing features, and AI-powered portfolio management. Designed for accessibility, cloud-based operation, and mobile controls.
  5. Cryptohopper (Paid): Boasts AI strategy creation (“Hopper AI”), paper trading, and a marketplace for community-generated strategies. Focuses on low-latency, round-the-clock trade automation.
  6. Bitsgap (Paid): Supports arbitrage, futures, and spot trading across several exchanges. Known for quick setup, portfolio analytics dashboards, and dynamic grid bots suitable for volatile markets.

Each of these solutions appeals to different user profiles and ambitions. Some prioritize full-stack transparency and algorithmic control (the open source camp), while others seek set-and-forget usability, support, and feature-rich tools (the paid category).

Best Practices for Choosing Crypto Trading Bots

Whether you gravitate toward open source innovation or streamlined paid solutions, consider the following best practices:

  • Security First: Audit the bot’s access permissions. Use secure API keys, track data privacy, and avoid sharing credentials.
  • Community and Support: Evaluate the strength of the bot’s user community or customer support. Active development and transparent documentation are critical for troubleshooting and growth.
  • Strategy Flexibility: Choose bots that support the indicators and logic you require, whether it’s AI-driven strategies or manual rules.
  • Backtesting Capability: Review bots’ simulation features, allowing you to test algorithms on historical data before live implementation.
  • Integration and Scalability: Ensure compatibility with your desired exchanges, assets, and portfolio size. Consider future-proofing with multi-exchange and cross-asset support.

The right research, careful strategy testing, and a responsible approach to automation ensure bots enhance your trading—not replace foundational knowledge or risk management.

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FAQ: Crypto Trading Bots in 2025

Using crypto trading bots is legal in most jurisdictions. However, exchanges may have their own rules, so always review the terms of service for the platforms you use. Compliance with local laws regarding crypto assets is also important.

Can I use trading bots with any crypto exchange?

Most major exchanges provide APIs that allow trading bots to connect and execute trades. However, the level of support and functionalities may vary. Always verify the bot’s compatibility with your chosen exchange.

Do I need to know coding to use crypto trading bots?

Not necessarily. Many paid trading bots offer user-friendly interfaces requiring no coding skills. Open source bots often need technical setup and strategy tweaks, so basic programming knowledge can be helpful for those options.

Are AI-based bots better than rule-based bots?

AI-based bots can adapt to changing market conditions and process complex data in real time, offering advantages in dynamic environments. However, success depends on the implementation, underlying data, and usage. Rule-based bots can be more predictable and transparent.

What are the main risks of using crypto trading bots?

Risks include technical failures, API connection issues, untested algorithms, security breaches, and unpredictable market behavior. It’s important to use secure practices, monitor performance, and regularly audit bot activities.

Disclaimer

This article is intended for informational and educational purposes only. It does not constitute investment advice or recommendations of any kind. Always conduct your own research and consult with financial professionals before engaging in any cryptocurrency trading or investment activities.

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Crypto Basics

What are NFTs? NFT Art Explained | Future of NFTs

Token Metrics Team
6 minutes
MIN

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

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

What Is An NFT?

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

How Can We Ensure Unique Authenticity?

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

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

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

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

NFTs work the same way.

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

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

The Art of Being Digital

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

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

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

Why Do NFTs Have Value?

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

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

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

Join The Club

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

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

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

Blockchain, Smart Contracts, and Secondary Sales

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

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

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

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

The Future Of Crypto-Art

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

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

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

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

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

Crypto Basics

What is WETH: Wrapped Ethereum? [Answered]

Token Metrics Team
4 minutes
MIN

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

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

What is WETH or Wrapped Ethereum?

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

How Does Wrapped Ethereum Work?

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

What Makes Wrapped Ethereum Unique?

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

Are ETH and WETH Different?

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

Crypto Basics

What Causes Crypto To Rise? [Answered]

Token Metrics Team
5 minutes
MIN

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

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

What Causes Crypto to Rise?

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

Supply and Demand

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

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

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

Exchange Availability

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

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

Competition

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

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

Internal Governance

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

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

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

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