Crypto Basics

Top ZK Rollup Projects in 2024 - Token Metrics Moon Awards

Uncover the top ZK Rollup technology of 2024 with the Token Metrics Moon Awards. Discover the future of scaling solutions.
Token Metrics Team
8 Minutes
MIN

Welcome to the Token Metrics Moon Awards, a prestigious cryptocurrency industry accolade that recognizes platforms, projects, and initiatives that have significantly impacted the industry. The latest addition to the Moon Awards is the Top ZK Rollup in 2024.

Selection Process

At Token Metrics, we emphasize our audience, considering them the foundation of our operations. Our selection process is firmly rooted in engaging with the community, ensuring that our awards' results authentically reflect crypto enthusiasts' sentiments and experiences.

Through engagement with our community members, we have compiled a comprehensive list of the Top ZK Rollup in 2024 based on extensive survey data and user votes.

This guide aims to explore ZK Rollups in-depth, highlighting their advantages and considerations, alongside an overview of top ZK rollup projects slated to dominate in 2024.

What are ZK Rollups?

ZK Rollup is a transformative layer-2 scaling solution that enhances blockchain scalability and efficiency by moving computation and state storage off the main chain. They operate by:

  • Bundling Transactions: Transactions are aggregated into batches and processed off-chain. This method significantly reduces the on-chain footprint, lowering gas costs and increasing throughput.
  • Zero-Knowledge Proofs: A core feature of ZK Rollups is using zero-knowledge proofs to validate transactions off-chain before finalizing them on the main chain. This ensures that all transactions are legitimate without revealing any underlying data, thus preserving privacy and security.
  • On-Chain Data Storage: ZK Rollups store transaction data on the layer-1 network while the computation is done off-chain. This approach maintains the integrity and security of the blockchain, leveraging the robustness of the base-layer network for settlement purposes.

Operators play a crucial role in managing these rollups, which can be either a centralized sequencer or a decentralized proof-of-stake system with validators. 

This flexibility allows for different governance models, further enhancing the adaptability of ZK Rollups to various blockchain ecosystems. 

Moreover, advancements like the zero-knowledge EVM (zkEVM) are pushing the boundaries of what's possible, enabling more complex computations and applications to benefit from the scalability and efficiency of ZK Rollups.

List of Top ZK Rollups in 2024

As the blockchain ecosystem evolves, ZK rollup projects are at the forefront of addressing scalability and efficiency challenges. 

Here's a closer look at some of the top ZK rollup projects set to make significant impacts in 2024:

Top ZK Rollups
Image Source - Token Metrics Moon Awards

1. zkSync

In the Moon Awards survey, zkSync secured the top position with 49.8% of the total votes.

zkSync Era emerges as a leading ZK rollup, revolutionizing Ethereum transactions through scalable, low-cost solutions. Its design closely mirrors Ethereum, ensuring a seamless experience for developers and users. Here's a breakdown of its standout features:

Compatibility and User Experience:

  • Smart contracts in Solidity/Vyper are fully compatible with EVM.
  • Supports familiar Ethereum clients and wallets like Metamask and TrustWallet.
  • Web3 API compatibility, easing the transition for Ethereum developers.

Innovative Features and Security:

  • Transitioning towards decentralization for enhanced security.
  • Native account abstraction and support for ECDSA signatures.
  • zkPorter mode offers a balance between high security and reduced fees.

Development and Transaction Efficiency:

  • Instant confirmations and rapid finality on L1.
  • Extremely low transaction fees, payable with ERC20 tokens.
  • Hardhat plugin and custom compilers (zksolc and zkvyper) for streamlined smart contract development.

zkSync Era stands out for its Ethereum-like environment, decentralization roadmap, and innovative features like zkPorter, making it a top choice for those seeking efficient, secure blockchain transactions.

2. Polygon zkEVM

In the Moon Awards survey, Polygon zkEVM secured the 2nd position with 26.7% of the total votes.

Polygon zkEVM emerges as a beacon in the landscape of zk rollup projects, heralding a new era of scalability and security for Ethereum. 

This open-source, EVM-equivalent zk-Rollup is not just live but thriving, powered by the cutting-edge Polygon Zero technology. Here's a closer look at its defining attributes:

Key Features:

  • EVM Equivalence: Maintains full compatibility with Ethereum, allowing existing smart contracts, developer tools, and wallets to operate without any modifications.
  • Low Cost: Leverages ZK proofs to drastically reduce transaction costs, making it an economical choice for developers and users.
  • High Performance: Achieves fast network finality and employs the world's fastest ZK-proof technology for swift and efficient transaction processing.

Security and Scalability:

  • Inherits Ethereum's robust security at Layer 2, enhanced by L2 batching capabilities.
  • Utilizes ZK proofs to ensure the validity of transactions, safeguarding user funds against potential threats.

Polygon zkEVM Stats and Resources:

  • Metrics such as average gas fees, total value locked (TVL), and active wallets are readily available, offering insights into its growing ecosystem.
  • Developers and enthusiasts can access many resources, including technical documentation, GitHub repositories, and educational materials from Polygon University.

Polygon zkEVM stands out for its technical prowess and commitment to a secure, scalable, and developer-friendly environment, setting a new standard for zk rollup projects.

3. Starknet

In the Moon Awards survey, Starknet secured the 3rd position with 12% of the total votes.

Starknet, a prominent player in the ZK rollup arena, has consistently demonstrated its commitment to enhancing Ethereum's scalability and efficiency. 

Notably, Starknet was EIP-4844 ready from the get-go, swiftly enabling the blob function post-Dencun upgrade, dramatically lowering transaction fees to an average of $0.017. This move underscores Starknet's agility and foresight in adapting to Ethereum's evolving landscape.

Innovations and Upgrades:

  • V0.13.2: Introduces concurrent execution of independent transactions, boosting throughput and minimizing latency.
  • V0.13.3: Incorporates Cairo Native project by LambdaClass into the Starknet sequencer, facilitating direct execution on x86 architecture. This accelerates transaction execution significantly.
  • Data Availability (DA) Enhancements: These upgrades enable hybrid DA on Starknet, allowing dApps to store data directly on Starknet rather than Ethereum. This shift reduces end-user transaction costs and optimizes the batching of L1 costs.

Starknet's roadmap reveals a strategic focus on reducing fees and enhancing network performance. Also, Starknet's exploration into Data Availability Compression and the introduction of parallel transaction functionality highlight its dedication to achieving a scalable, efficient, and user-friendly platform. 

These advancements are expected to position Starknet as a powerhouse in zk rollup technology, significantly outpacing Ethereum's computational capabilities by the end of 2024.

4. Linea

In the Moon Awards survey, Linea secured the 4th position with 6.3% of the total votes.

Developed by Consensys, Linea is a ZK-Rollup designed to significantly enhance Ethereum's scalability by processing transactions off-chain. 

This innovative approach reduces the data each transaction records on-chain and employs zero-knowledge proofs (ZKPs) to verify the validity of transactions without revealing their contents. Here's a closer look at Linea's key features:

EVM Compatibility & User Experience:

  • Fully EVM-compatible, allowing developers to use the same code for Linea's Layer-2 as they would for Ethereum's Layer-1.
  • Integration with popular Web3 products such as MetaMask and Infura, ensuring a seamless user experience akin to Ethereum's mainnet but with faster speeds and significantly lower transaction costs.

Scalability & Security Enhancements:

  • Utilizes lattice-based cryptography for ZKPs, believed to resist quantum computer attacks, providing a secure foundation for transactions.
  • Offers instant transaction finality with a multi-prover approach to minimize implementation risks, further securing the network.

Innovative Technology & Community Engagement:

  • Features a new outer proof system, Vortex, for fast proof generation and self-recursion, enhancing transaction privacy and efficiency.
  • Engages the developer community with initiatives like a major NFT collection launch and a hackathon with prizes up to $50,000, fostering innovation and participation.

Linea's approach to enhancing Ethereum's scalability, security, and user experience positions it as a leading project in ZK Rollup technology, promising a more efficient and scalable blockchain ecosystem.

5. Scroll

In the Moon Awards survey, Scroll secured the 5th position with 3% of the total votes.

Scroll is a pioneering Layer 2 network meticulously crafted by Ethereum developers for their peers, aiming to extend Ethereum's capabilities through cutting-edge zero-knowledge technology and seamless EVM compatibility. 

This initiative ensures that existing Ethereum applications can transition to Scroll with minimal friction and at reduced costs, fostering a more efficient blockchain ecosystem. Here's a snapshot of Scroll's standout features:

EVM Compatibility and Ease of Migration:

  • Bytecode-level compatibility with Ethereum, ensuring a plug-and-play experience for developers.
  • The simplified migration process for Ethereum apps significantly cut down operational costs.

Innovative Zero-Knowledge Proof Technology:

  • Utilizes advanced ZK proofs and battle-tested EVM models for enhanced security and reliability.
  • Regular audits and a multi-layered security approach underscore its commitment to maintaining a secure network.

Community-Centric Development and Scalability:

  • Open development ethos, closely involving the Ethereum community from the outset.
  • Plans for decentralized proof and multiple validators to democratize network governance.
  • It aims to halve cross-chain costs, support EIP 1559 transaction types, and enable parallel EVM execution for superior scalability.

Scroll's architecture, embracing a settlement, sequencing, and proving layer and the possibility of anyone becoming a roller by staking SCR, its native token, highlights its innovative approach to reducing proving costs and ensuring decentralized network participation.

Conclusion

As the blockchain ecosystem continues to grow and encounter new challenges, the advancements in ZK Rollup technology showcased by projects detailed in this guide present a promising path forward.

Projects like zkSync, Polygon zkEVM, Starknet, Linea, and Scroll have been spotlighted not only for their innovative approach to addressing Ethereum's scalability challenges but also for their contributions to a more efficient, secure, and user-friendly blockchain environment.

Their developments mark a pivotal moment in the evolution of layer-2 solutions, reinforcing the essential role of ZK Rollups in the broader adoption and optimization of blockchain technology.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other advice, and you should not treat any of the website's content as such.

Token Metrics does not recommend buying, selling, or holding any cryptocurrency. Conduct your due diligence and consult your financial advisor before making investment decisions.

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Automated trading is transforming the crypto landscape—expediting strategies and reducing manual intervention. Whether you're a developer, researcher, or an enthusiastic learner, free crypto trading bot templates offer a hands-on way to explore algorithmic trading without steep costs. Thanks to generous contributors on GitHub, a wealth of open-source crypto bot projects are available for anyone looking to accelerate their learning and experiment with automation.

Introduction: Why Explore Free Crypto Trading Bots?

The allure of algorithmic trading isn't just reserved for hedge funds or large trading desks. With the rise of free crypto trading bot templates, a broad audience can now experiment with market analysis, automation, and even basic forms of AI-driven strategies. Crypto bot GitHub repositories range from simple starter scripts to sophisticated frameworks capable of complex quantitative analysis. For crypto enthusiasts, these bots serve as valuable tools to:

  • Backtest trading strategies on historical data
  • Learn coding fundamentals relevant to trading
  • Understand common risks and mitigation measures in automated markets
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However, it’s essential to remember that most open-source bots, while educational, are not plug-and-play solutions for live, unsupervised trading. Their main value lies in experimentation, research, and skills development rather than profit guarantees.

Must-See GitHub Repositories for Crypto Bot Templates

Numerous GitHub repositories have become go-to resources for those seeking free crypto trading bot solutions. Here are some of the most notable options for developers of all skill levels:

  • CCXT: Not a bot itself, but a widely used library that lets you access dozens of crypto exchange APIs. It's the backbone of many other open-source bots.
  • Freqtrade: A popular, extensible and well-documented Python crypto bot with strong backtesting, custom strategy, and paper trading support.
  • Freqtrade-Strategies: A curated library of community-made trading algorithms to plug directly into Freqtrade.
  • Zenbot: A lightweight, advanced trading bot that supports multiple assets, market making, paper/live trading, and technical indicator plugins.
  • Zenbot Strategies: Modular strategies for Zenbot for those who want to skip the coding and focus on testing ideas.
  • Crypto Trading Bot (Haehnchen): Simple modular crypto bot written in PHP, supporting basic long/short signals and basic TA indicators.
  • Python Bittrex Websocket: Ideal for learning about websockets and real-time crypto data feeds. Not a full bot, but a key component in custom projects.

Always review each project’s documentation and security model before deploying or connecting to live funds.

Understanding How These Bots Work

Most open-source crypto trading bot templates follow a similar architecture:

  1. Data Acquisition: Using API connectors (e.g., CCXT) to fetch real-time market data, prices, and order book snapshots from exchanges.
  2. Strategy Execution: Algorithms analyze incoming data to make buy/sell/hold decisions, often driven by technical indicators or basic rule-based setups.
  3. Order Management: Bots send orders to the exchange via APIs, track fills, and update their internal state accordingly.
  4. Logging and Risk Controls: Quality bots integrate trade logs, error handling, stop-losses, and paper trading features to minimize risk during development.

More advanced templates even support plug-and-play AI or ML modules, leveraging frameworks like TensorFlow or PyTorch for data-driven strategy testing. However, for most beginners, starting with backtesting and moving to live simulation using paper trading is a safer path.

How to Get Started Using a Free Crypto Bot from GitHub

Jumping into crypto bot development is surprisingly accessible—even for those without a formal developer background. Here are the basic steps for getting started:

  • Choose a Project: Identify a well-maintained bot template that matches your skills and goals. Check stars, forks, and recent updates on GitHub.
  • Prepare Your Environment: Install Python (or the relevant language), dependencies (listed in requirements.txt or package.json), and set up a paper trading environment if possible.
  • Review and Configure: Thoroughly read the documentation. Adjust configuration files to select trading pairs, exchanges, amounts, and risk controls.
  • Test with Paper Trading: Always test extensively with simulated funds. Observe logs and system behavior over days or weeks before connecting any live keys.
  • Research and Improve: Use analytics tools provided by the bot or combine trading logs with platforms such as Token Metrics to gain further insights into your strategies.

Community forums and project Discords can also provide invaluable troubleshooting support.

Security and Risk Considerations

Because free crypto trading bots require exchange API keys, it’s critical to understand best practices and inherent risks:

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  • Credential Storage: Avoid embedding credentials in the bot’s source code. Use environment variables or secure secrets management tools.
  • Review Source Code: Inspect or audit code from any bot you intend to use, especially if connecting to exchanges with real funds.
  • Regular Updates: Monitor repositories for security patches and update libraries to prevent vulnerabilities.
  • Understand Limits: Many free bots are not optimized for high-frequency, high-volume, or institutional strategies, and may have connectivity or rate limit issues.

These practices safeguard both your assets and your personal data while experimenting with crypto trading automation.

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FAQ: Common Questions About Free Crypto Trading Bot GitHub

Are these free crypto trading bots safe to use?

Safety depends on the code quality, maintenance, and how you handle API keys. Always test with paper trading, use limited API permissions, and review the codebase for security issues before any real usage.

Do I need to know programming to use these bots?

Basic familiarity with programming and your chosen language (often Python or JavaScript) is very helpful. Some projects offer easy-to-use config files, but customizing strategies usually requires code changes.

Which exchanges are supported by most crypto trading bots?

Popular open-source bots often support major exchanges like Binance, Coinbase Pro, KuCoin, and Kraken via libraries like CCXT. Always check each bot’s documentation for up-to-date exchange compatibility.

Can these bots be used for live trading?

Many free crypto trading bots allow live trading, but it's strongly recommended to start with paper trading mode and proceed cautiously. Ensure security measures are implemented, and always monitor live bots actively.

How can Token Metrics support strategy research?

Token Metrics provides AI-powered ratings, on-chain analytics, and backtesting tools that can help you evaluate and refine your algorithmic trading ideas across different crypto assets.

Disclaimer

This content is for educational and informational purposes only. It does not constitute investment advice, financial recommendations, or endorsements of any project or protocol. Always exercise caution and conduct your own research when using open-source trading bots or engaging in automated crypto trading.

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  10. Moralis API: Enables rapid integration of decentralized identities, wallets, NFT metadata, and database-sync functionality for dApp developers.

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How to Choose the Best Crypto API for Your Project

With so many options, careful API evaluation is crucial. Consider the following practical factors before integrating a new crypto API:

  • Data Accuracy & Latency: Reliable feeds are essential for trading, especially in volatile markets. Test latency and double-check for data aggregation delays.
  • Coverage & Network Support: Confirm the API supports the blockchains, trading pairs, and tokens relevant to your use case. Some APIs focus on BTC/ETH, while others support long-tail assets and new chains.
  • Security & Compliance: Ensure the API provider follows best practices (rate limits, authentication, encryption). If handling user data or funds, review their compliance documentation.
  • Cost & Scalability: Assess free tiers, paid plans, and limits on requests per second. Advanced projects may require enterprise pricing for higher throughput.
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  • AI & Analytics Features: APIs that include ML-driven analytics, sentiment scoring, backtesting data, or alerts can provide a competitive edge for automated trading or portfolio management.

Test multiple APIs in sandbox environments to validate uptime, accuracy, and compatibility with your backend infrastructure or front-end frameworks.

API Use Cases: Trading Automation, Price Intelligence & Wallet Integration

Strategic API integration expands what’s possible for developers and crypto businesses. Consider three core implementation scenarios for 2025:

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  • Real-Time Price Alerts & Analytics: Combine a crypto price API with machine learning or user-defined triggers to drive actionable notifications, portfolio rebalances, or smart dashboards. Integrate advanced analytics from providers like Token Metrics or Moralis for deeper insights.
  • Wallet & Web3 dApp Functionality: Utilize APIs like Alchemy, Fireblocks, or Moralis for creating user-friendly wallets, NFT apps, or secure on-chain account management. These offer seamless blockchain interactions and abstract away complex infrastructure challenges.

For teams scaling across blockchains or global jurisdictions, modular design using the leading crypto APIs ensures adaptability and resilience as the ecosystem evolves in 2025 and beyond.

The crypto API landscape is moving fast with several trends shaping developer choices and user expectations:

  • Open Source & Community-Led APIs: More projects are releasing open APIs, encouraging collaboration and faster problem-solving for security or integration issues.
  • AI-Powered Data & Risk Tools: APIs offering on-chain analytics, anomaly detection, or AI price prediction are gaining traction for smarter trading and compliance.
  • Cross-Chain Compatibility: Universal wallet APIs and bridges make it easier to support multi-chain assets and DeFi protocols in one place.
  • Improved Privacy & Decentralization: Zero-knowledge proofs and secure computation features are increasingly offered at the API level for confidential transactions.
  • Regulatory Readiness: Providers are adopting stricter KYC/AML processes, especially for trading and custodian APIs, to meet global compliance demands.

Whether you’re prototyping a new app or enhancing a mature platform, staying up-to-date with these innovations ensures your tech stack remains competitive and agile as the regulatory and market landscape shifts.

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Frequently Asked Questions About Crypto APIs

Which crypto API offers the most accurate real-time price data?

Accuracy can depend on exchange coverage and update frequency. APIs like CoinGecko, CoinMarketCap, and Token Metrics aggregate data from multiple sources to improve reliability. Always test feeds for your specific asset list.

What is a crypto wallet integration API?

A crypto wallet API enables developers to add wallet functionalities—such as creating, managing, and sending cryptocurrencies—directly within apps. Leading options like Alchemy and Fireblocks allow seamless blockchain transactions and secure asset management.

Are there free crypto APIs for development?

Yes. Many top crypto APIs, such as CoinGecko, Moralis, and Token Metrics API, offer free tiers for development and low-usage applications. However, higher volume or advanced features may require paid plans.

How can I ensure security when using a crypto API?

Prioritize APIs with robust authentication, encryption, and documented security protocols. Use API keys or OAuth, monitor for suspicious activity, and regularly audit your application’s handling of user data and crypto operations.

Do any crypto APIs include AI-based analytics or trading signals?

Yes. Advanced APIs such as Token Metrics provide AI-driven analytics, signals, and predictive tools to enhance research and strategy development. These can be integrated into custom dashboards or apps for additional intelligence.

Disclaimer

This article is for informational and educational purposes only. It does not constitute financial, legal, or investment advice. Please conduct your own research and consult licensed professionals before making technical or business decisions involving cryptocurrency technology or markets.

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Automated trading is reshaping the way traders interact with the crypto markets. For beginners and advanced users alike, building a Python-powered crypto trading bot opens up incredible possibilities—from automating strategies to conducting rapid backtests and executing trades 24/7. But how do you go from a basic script to a robust trading algorithm? This guide walks you through the process, addresses key technical considerations, and illustrates how AI and analytics platforms can make your journey more efficient and insightful.

Why Use Python for Crypto Trading Bots?

Python has become the top choice for quantitative finance and crypto automation. Its rich ecosystem of libraries (like ccxt for exchange APIs, pandas for data analysis, and TA-Lib for technical indicators) allows even beginners to build powerful bots.


     

     

     

     


Core Components of a Crypto Trading Bot

Every effective crypto bot has several essential building blocks:


     

     

     

     

     


Organizing these parts within clean Python classes or modules makes your bot scalable and easier to maintain as your strategy evolves.

Step-By-Step: How to Build a Simple Python Crypto Bot

Let’s walk through the foundational process of building your first crypto bot with Python. This approach is equally valuable whether you’re a coding newcomer or migrating from manual trading.


     

     

     

     

     

     

     


This modular workflow sets the groundwork for more advanced automation and risk controls as you gain confidence.

From Basic to Advanced: Expanding Your Bot’s Capabilities

Once you’ve mastered a basic bot, you can enhance its effectiveness dramatically through both software engineering and strategic sophistication:


     

     

     

     

     

     


Successful automation relies on continuous monitoring and refinement. For many, using analytical tools and platforms like Token Metrics can support data-driven hypothesis generation and rapid backtesting.

Security Best Practices and Compliance Considerations

Operating a crypto trading bot safely involves attention to both cybersecurity fundamentals and regulatory factors:


     

     

     

     

     


Consider open-source libraries with active support, or opt for trusted SaaS tools for additional layers of safety and monitoring.

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 a crypto trading bot?

A crypto trading bot is a software application that executes predefined trading strategies automatically, buying or selling cryptocurrencies on your behalf using real-time market data.

How much Python do I need to know to build a bot?

Basic Python programming—data types, functions, loops, modules—is sufficient for creating simple bots. For advanced features (e.g., machine learning, concurrency), deeper knowledge is helpful but not mandatory at the outset.

Is it safe to use Python for crypto bot development?

Python is widely used and considered secure if best practices are followed, especially regarding API key management and keeping dependencies up to date.

Which exchanges support Python crypto bots?

Most major centralized exchanges (like Binance, Coinbase Pro, Kraken, KuCoin) support API-based trading compatible with Python libraries such as ccxt or exchange-specific SDKs.

Can I integrate AI or machine learning in my crypto bot?

Yes. You can utilize libraries such as scikit-learn or PyTorch to add AI models for signal detection, predictive analytics, or anomaly detection, enhancing your strategy’s adaptability.

Disclaimer

This article is for educational and informational purposes only and does not constitute financial, investment, or trading advice. Always conduct your own research and comply with applicable regulations and best practices when developing or using automated trading bots.

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