Crypto Basics

What is a Crypto Index Fund? - Complete Guide for Crypto Investors

Learn everything about crypto index fund with our comprehensive guide. Gain insights and make informed crypto investment decisions.
Token Metrics Team
9 Minutes
MIN

Investing in cryptocurrency can be overwhelming, especially when there are thousands of digital assets to choose from. But have you ever considered investing in a crypto index fund? 

It's an approach that could simplify your investing process and diversify your portfolio. This guide will take you through the fundamentals of crypto index funds and how they might be a game-changer for your investing strategy.

What is a Crypto Index Fund?

A crypto index fund is a type of investment vehicle that tracks a specific index of cryptocurrencies. 

Similar to traditional stock market index funds, a crypto index fund provides investors with broad market exposure by investing in a basket of various cryptocurrencies. 

This method reduces the risks of investing in individual assets and instead spreads the risk across multiple assets.

Why Invest in Crypto Index Funds?

Diversification - Investing in a single cryptocurrency can be risky. If the coin's value drops, your investment will suffer. However, with a crypto index fund, your investment is spread across multiple cryptocurrencies. If one coin performs poorly, the others may balance it out, reducing the overall risk.

Simplicity - Navigating the crypto landscape can be complex and time-consuming, especially for newcomers. Crypto index funds simplify the process. Instead of researching and buying individual coins, you can invest in many at once.

Accessibility - Some valuable cryptocurrencies are quite expensive. Bitcoin, for example, can be dauntingly high-priced for many investors. With a crypto index fund, you can gain exposure to these costly coins without needing to buy a whole unit.

How Does a Crypto Index Fund Work?

A crypto index fund works similarly to traditional index funds in the stock market. It is a type of pooled investment that tracks a specified cryptocurrency index. 

This index might contain several different cryptocurrencies, weighted by factors like market cap, trading volume, or an equal distribution.

When you invest in a crypto index fund, your money is spread across the different cryptocurrencies included in that index. The fund manager rebalances the fund periodically to ensure it continues to mirror the index it tracks. 

This method allows investors to gain broad exposure to the cryptocurrency market, mitigating the risk of investing in individual coins.

Choosing the Right Crypto Index Fund

When selecting a crypto index fund, consider the following factors:

The Index It Tracks - A fund's performance is dependent on the index it tracks. It's crucial to understand how this index is composed. Some indexes are weighted by market cap, while others might consider equal weighting or use other methodologies. Research what coins are included and how their performance will affect the fund.

Fees - Like all investment products, crypto index funds come with fees. These may include management fees, rebalancing fees, and others. Ensure you understand all associated costs and how they'll impact your returns.

Liquidity - In the crypto world, liquidity refers to the ability to quickly buy or sell an asset without causing a drastic change in its price. A fund with high liquidity will make it easier for you to buy or sell your shares without significantly affecting the price.

Best Crypto Index Funds in 2025

Here are some of the top crypto index funds for 2025 based on their popularity, reliability, and reputation:

  • Token Metrics AI Indices: Combine machine learning with market sentiment to allocate and rebalance crypto portfolios automatically. They feature bullish and bearish signals that guide when to enter or exit an index.
  • Bitwise & Galaxy Indices: Though more traditional, they’re beginning to explore data-driven rebalancing and smart beta strategies.
  • DeFi Pulse Index (DPI): A static sector index for DeFi, but when enhanced with AI (e.g., incorporating protocol usage data), it could evolve into a dynamic performer.

Remember to thoroughly research any fund before investing to ensure it aligns with your investment goals and risk tolerance.

Getting Started with Crypto Index Funds

Select a Fund - After considering the factors mentioned above, choose a fund that aligns with your investment goals. Some popular crypto index funds include the Bitwise 10 Crypto Index Fund and the Coinbase Index Fund.

Open an Account - To invest in a crypto index fund, you'll likely need to create an account with the platform that offers the fund. The process typically involves providing some personal information for identification and setting up a secure password.

Purchase Shares - Once your account is set up, you can buy shares in the index fund. The price of a share typically reflects the net asset value (NAV) of the fund's underlying assets. 

You'll have a stake in all the cryptocurrencies that the fund tracks, in proportion to their presence in the index.

Monitor and Adjust - Keep an eye on your investment and the performance of the underlying index. Depending on the fund, your investment may be automatically rebalanced periodically. 

However, it's essential to stay informed and adjust your holdings if necessary, based on your investment goals and risk tolerance.

Risks and Rewards

Investing in crypto index funds, like all investment vehicles, comes with both risks and rewards. The diversified nature of index funds can cushion against market volatility, providing a more stable investment. However, the crypto market as a whole is subject to high volatility, and crypto index funds are not immune.

Risks

Market Volatility: Cryptocurrencies are known for their extreme volatility. While diversification can mitigate some risk, a crypto index fund is still subject to the ups and downs of the market.

Regulatory Risk: As the regulatory landscape for cryptocurrencies continues to evolve, sudden changes could impact the market and, consequently, the performance of the fund.

Liquidity Risk: Depending on the assets within the index, some coins may not be as readily tradable as others, posing a liquidity risk.

Rewards

Diversification: Crypto index funds spread the risk among multiple cryptocurrencies, which can provide more stability than investing in individual coins.

Accessibility: These funds offer an easy way to gain exposure to a range of cryptocurrencies without the need to buy and manage them individually.

Management: Crypto index funds are managed by professionals who rebalance the portfolio regularly, ensuring it continues to reflect its target index.

Crypto Index Funds Vs Crypto ETFs

Crypto index funds and Crypto ETFs (Exchange-Traded Funds) both offer exposure to a basket of different cryptocurrencies. However, there are some key differences:

Trading: ETFs trade on traditional stock exchanges and can be bought or sold during trading hours at market prices. Index funds, on the other hand, are typically purchased or redeemed at the day's closing net asset value (NAV).

Accessibility: Generally, ETFs are more accessible because they can be purchased through any brokerage account. Index funds might require an account with the specific platform offering the fund.

Management: Both are managed funds, but ETFs often track passive indexes, while index funds can be either passively or actively managed.

Are Crypto Index Funds Good for Investment?

Crypto index funds can be a good investment for those who want exposure to the crypto market without needing to research and manage individual cryptocurrencies. 

They provide a level of diversification that can mitigate risk and are generally less volatile than individual coins. 

However, like all investments, they come with their own risks and should be chosen based on individual investment goals, risk tolerance, and market understanding.

Future of Crypto Index Funds

Crypto index funds are likely to grow in popularity as more investors seek diversified exposure to the cryptocurrency market. 

As the market matures and more institutional investors enter the space, the demand for professionally managed, diversified investment products like index funds is expected to rise. Regulatory clarity could further enhance their adoption and growth.

Also Read - Crypto Crashing - Everything You Need to Know

Frequently Asked Questions

Q1. Can I create my own crypto index fund?

Technically, an individual could create their own "index" by purchasing a variety of cryptocurrencies in proportions that mimic an established crypto index. 

However, creating an official index fund that others can invest in requires significant financial and legal infrastructure, including regulatory compliance.

Q2. Are crypto index funds available globally?

While many crypto index funds aim to cater to a global audience, availability can be subject to local regulations. 

Some countries may have restrictions or prohibitions on such investments. Always check with your local regulatory authority before investing.

Q3. Can I lose all my money in a crypto index fund?

As with any investment, there's a risk involved. However, the diversification of index funds typically mitigates the chance of losing the entire investment. That being said, the crypto market can be highly volatile, and significant losses are possible.

Q4. What is the minimum investment for a crypto index fund?

Minimum investment amounts vary between different crypto index funds. Some funds might have a very low minimum, making them accessible to beginners, while others could require substantial initial investments. Always check the fund's terms before investing.

Q5. How often are crypto index funds rebalanced?

The frequency of rebalancing depends on the specific fund. Some funds might rebalance monthly, quarterly, or based on specific market conditions. Rebalancing helps ensure the fund accurately reflects its target index.

Q6. Can I invest in a crypto index fund through my traditional broker?

It depends on the broker and the specific fund. Some traditional brokers have started offering access to crypto index funds, while others have not. You will need to check with your broker to see if this is an option.

Q7. How are crypto index funds taxed?

The tax implications of investing in crypto index funds vary based on jurisdiction. In many cases, these funds are subject to capital gains tax, but the specifics can vary. It's important to consult with a tax professional to understand the implications fully.

Q8. Can I withdraw my money at any time from a crypto index fund?

This depends on the specific terms of the fund. Some funds might have lock-up periods or penalties for early withdrawal. Be sure to understand these terms before investing.

Conclusion

In conclusion, crypto index funds offer a simplified and diversified way to gain exposure to the cryptocurrency market. 

They are suitable for both beginners seeking a straightforward way into the crypto world and experienced investors looking to diversify their portfolio. 

As always, ensure you understand the risks involved and do your due diligence before investing. Happy investing!

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

Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

Token Metrics Team
6 min
MIN

Ethereum and Base Ecosystem Rally: Top Crypto Trading Opportunities in 2025

The cryptocurrency market is experiencing a significant narrative shift, with Ethereum and Base ecosystem projects leading the charge in early 2025. Recent market analysis reveals a concentrated rally in ETH-related tokens, presenting both opportunities and risks for crypto traders.

The Current Market Narrative: Ethereum Dominance

The crypto market has entered what experts are calling "Ethereum season," with ETH positioning itself as the number two highest-rated token in terms of trader grade. This surge isn't coincidental – it's driven by several key factors:

Public Treasury Adoption

Major corporations are increasingly adding Ethereum to their treasury holdings, following the path Bitcoin paved. This institutional adoption has created sustained buying pressure, with Ethereum benefiting from the same "digital gold" narrative that propelled Bitcoin to new heights.

Base Ecosystem Explosion

Coinbase's Layer 2 solution, Base, has become the most relevant L2 network, overtaking Arbitrum's previous dominance. The recent rebranding of Coinbase Wallet to the "Base app" has created a powerful ecosystem effect, benefiting projects deeply integrated with Base infrastructure.

Top Performing Tokens in the Ethereum/Base Narrative

1. Aerodrome (AERO) - The Base Liquidity King

Current Market Cap: $1.2 billion
FDV: $2.3 billion

Aerodrome has emerged as the go-to liquidity solution for the Base ecosystem. With its tight integration into Coinbase's Base app ecosystem, AERO has significant upside potential as the Base app remains in limited beta. Once full access opens to Coinbase's broader user base, liquidity demand could skyrocket.

Key Advantages:

  • Direct Coinbase backing and integration
  • Lower market cap compared to competitors
  • Strong correlation with overall Base ecosystem growth
  • First-mover advantage in Base liquidity provision

2. Pendle (PENDLE) - The New DeFi Infrastructure Play

Current Market Cap: Under $1 billion
FDV: $1.6 billion

Pendle is positioning itself as essential DeFi infrastructure, often compared to the "new Aave." The project has attracted significant institutional investment and offers unique yield trading mechanisms that differentiate it from traditional lending protocols.

Growth Drivers:

  • 40% gain in the past week
  • Strong institutional backing
  • Innovative yield trading products
  • Lower valuation than established competitors

3. Ethena (ENA) - The Synthetic Stablecoin Revolution

Current Market Cap: $2.3 billion
FDV: $11.6 billion

Ethena has created a revolutionary synthetic stablecoin (USDe) that generates yield through delta-neutral trading strategies. The protocol has achieved remarkable growth, reaching 10 billion in stablecoin supply faster than both USDC and Tether historically.

Unique Features:

  • 18% yield generation in 2024
  • Delta-neutral funding rate arbitrage
  • Tier-1 VC backing (Dragonfly, Pantera)
  • Rapid adoption exceeding traditional stablecoins

Trading Strategy: Narrative-Based Approach

The current market requires a narrative-focused trading strategy rather than pure fundamental analysis. Here's why:

Market Psychology Shift

The crypto market has become increasingly trader-oriented, with attention shifting between sectors rapidly. Projects with strong fundamentals can underperform if they're not part of the current narrative cycle.

Historical Pattern Recognition

Previous cycles show clear rotation patterns:

  • AI agents dominated in late 2024 (AXBT, Virtuals)
  • DePIN had its moment earlier
  • Now Ethereum/Base ecosystem is trending

Risk Management Approach

Smart traders are:

  1. Following trending tokens with high trader grades
  2. Setting alerts for signal changes
  3. Taking profits when narratives shift
  4. Avoiding emotional attachment to fundamentally sound projects outside current narratives

The Coinbase Effect: Why Base Matters

Coinbase's strategic moves are creating a "super app" ecosystem similar to WeChat but built on crypto rails:

Multi-Function Integration

  • DEX Trading: Direct access to decentralized exchanges
  • Social Features: Creator economy through Zora integration
  • Mini Apps: Farcaster-powered applications
  • Payments: Base Pay for USDC transactions

Competitive Positioning

Other exchanges are following suit:

  • OKX launching X Layer with OKB as gas token (+100% recently)
  • Kraken developing Inc L2
  • Bybit expanding Mantle ecosystem

Risk Factors and Exit Strategy

Narrative Rotation Risk

History shows that even blue-chip projects can decline 85-90% when narratives shift. AI tokens like AXBT fell from $0.80 to $0.13 despite strong fundamentals.

Timing Considerations

The Ethereum/Base narrative may be reaching maturity. Smart money is:

  • Monitoring correlation breakdowns between related tokens
  • Watching for volume decreases in trending sectors
  • Preparing for the next narrative (potentially AI resurgence or new sector)

Alert-Based Trading

Successful traders are implementing:

  • Price alerts for key support/resistance levels
  • Signal change notifications for trading grade shifts
  • Volume alerts for unusual activity patterns

Looking Ahead: What's Next?

Potential Catalysts

  • Base app public launch could drive another AERO surge
  • Institutional DeFi adoption may benefit Pendle and Morpho
  • Stablecoin regulations could accelerate Ethena adoption

Sector Rotation Preparation

Smart traders are already positioning for potential rotations into:

  • AI agents (oversold, innovation continuing)
  • DePIN projects (fundamental development ongoing)
  • New narrative emergence (RWAs, GameFi resurgence)

Conclusion

The Ethereum and Base ecosystem rally presents compelling short-term opportunities, but requires disciplined execution and risk management. Focus on projects with strong narrative alignment, lower valuations relative to peers, and clear catalysts for continued growth.

Remember: in the current market environment, being right about fundamentals isn't enough – you need to be right about narrative timing. Stay flexible, use alerts effectively, and be prepared to rotate when the market's attention shifts.

The crypto market moves fast. Stay informed with real-time analysis and trading signals to maximize your opportunities while managing risk effectively.

Research

Choosing the Right Crypto API for Your Bot: REST vs WebSockets Explained

Token Metrics Team
6
MIN

As crypto trading automation accelerates into 2025, choosing the right API interface for your bot could be the critical difference between lagging behind or capitalizing on real-time opportunities. But when it comes to REST vs WebSocket crypto APIs, which technology should you select for power, reliability, and performance? This post details the core differences, essential trade-offs, and latest best practices for crypto API comparison, empowering you to make a technical, mission-aligned decision for your next-generation trading bot.

REST and WebSocket: Core Concepts for Crypto APIs

To understand which API protocol is optimal for your crypto bot in 2025, let’s clarify what REST and WebSocket actually do—especially in a high-frequency, automation-driven ecosystem.


     

     


The fundamental contrast: REST works in a "pull" model (request/response), while WebSockets operate in a "push" paradigm (real-time streams). This distinction plays a major role in how bots interact with exchanges and handle crypto market shifts.

Performance, Latency, and Reliability for Crypto Bots

Performance and data freshness are critical for crypto APIs in 2025. High-frequency or latency-sensitive trading bots depend on receiving accurate, instant data on price movements and order book changes.

       

Yet reliability considerations persist. WebSocket connections may experience drops, require reconnection logic, and occasionally miss events during high network volatility. REST, while slower, may provide more consistency under unstable conditions.

Scalability, Security, and Use Cases in Crypto API Comparison

Your crypto bot’s requirements—frequency of updates, types of orders, and compliance frameworks—may drive the API choice. Here’s how REST and WebSocket compare across scenarios relevant in 2025:


     

     


Security-wise, REST can offer granular access controls per endpoint. WebSockets, though encrypted, have unique session management and timeout considerations—especially important for bots managing real funds.

In the ever-evolving crypto automation landscape, developers and researchers are seeing:


     

     

     


Ultimately, the “better” API depends on your bot’s profile: Speed-critical, event-driven bots gravitate to WebSockets, while research bots or those trading on daily signals may remain with REST. Many leading bot frameworks in 2025 offer seamless switching or even run hybrid workflows for best-in-class resilience.

Practical Tips for Comparing REST vs WebSocket Crypto APIs

When evaluating crypto APIs for your bot or automation project, consider these practical criteria:

    Above all, test API performance in real-market scenarios—using sandboxes or historical replays—to ensure your bot’s architecture is future-proofed for 2025 volatility and growth.

    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: REST vs WebSocket Crypto APIs for Bots in 2025

    What are the main differences between REST and WebSocket APIs?

    REST APIs use isolated request/response cycles and are suited for infrequent or simple queries. WebSocket APIs sustain continuous, two-way connections for real-time market data updates. The choice depends on whether your bot needs static or streaming data.

    Which API type is better for real-time crypto trading bots?

    WebSocket APIs are preferred for real-time trading bots due to their lower latency and ability to push instant data updates. However, implementation complexity and stability must be considered.

    Can I use both REST and WebSocket in the same bot?

    Yes. Many bots use REST for account management or trade execution and WebSocket for live data streams. This hybrid approach leverages the strengths of each protocol.

    Are there security differences between REST and WebSocket crypto APIs?

    Both protocols utilize SSL encryption and API key-based authentication, but WebSocket sessions require more careful management and regular re-authentication to prevent stale or hijacked connections.

    How do I choose the right API for my crypto bot?

    Assess your bot’s use case—speed versus reliability, frequency of queries, data intensity, and integration requirements. Testing both protocols with your trading logic is recommended for optimization.

    Disclaimer

    This content is for educational and informational purposes only. It does not constitute investment, trading, or financial advice. Past performance and API platform capabilities are not guarantees of future results. Always perform independent research and technical due diligence before building or deploying trading bots or utilizing API-based automation tools.

    Research

    Avoid These Common Pitfalls When Creating Your First Crypto Trading Bot

    Token Metrics Team
    6
    MIN

    Coding your first crypto trading bot can be an exciting journey into algorithmic trading, automation, and the world of digital assets. But for many beginners, the path is full of unexpected hurdles. Rushing into bot development without understanding key risks can lead to costly errors, technical failures, and frustration. In this article, we break down the top mistakes to avoid when building your first crypto trading bot, and offer actionable insights so you can start your automation journey on solid ground.

    Jumping in Without Market or Technical Knowledge

    Many new developers are eager to start building a crypto trading bot after seeing success stories or reading about impressive returns from algorithmic strategies. However, skipping foundational learning can result in critical errors:

    • Limited understanding of market structure: Crypto markets operate differently from traditional assets, with unique liquidity, volatility, and trading hours.
    • Lack of programming proficiency: Writing robust, bug-free code is vital. Even minor logic errors can trigger unexpected trades or losses.
    • Neglecting data analysis: Bots rely on processed signals and historical data to inform actions. Without knowing how to interpret or validate data sources, a bot may act on false assumptions.

    Before you start coding, invest time to learn how exchanges work, typical trading strategies, and the programming language you intend to use (often Python or JavaScript for most bot frameworks). Familiarize yourself with basic quantitative analysis and backtesting tools to ground your bot in solid logic.

    Overlooking Risk Management Essentials

    One of the most widespread beginner crypto bot mistakes is failing to build robust risk controls into the automated system. While automation can remove human error and emotion, it cannot protect you from strategy-flaws or market anomalies by default. Major risks include:

    • No stop-loss or position sizing: Without defined parameters, a bot could open positions too large for your portfolio or fail to exit losing trades, compounding losses.
    • Ignoring exchange downtime or slippage: Bots need to account for order execution issues, network delays, or sudden liquidity drops on exchanges.
    • Insufficient monitoring: Set-and-forget mentality is dangerous. Even well-designed bots require monitoring to handle edge-cases or technical glitches.

    Consider embedding risk-limiting features. For example, restrict order sizes to a fraction of your total balance and always code for the possibility of missed, delayed, or partially filled orders.

    Choosing Unstable or Unsafe Exchange APIs

    APIs are the backbone of any crypto trading bot, allowing programmatic access to price data, balances, and order actions. For beginners, choosing subpar or poorly documented APIs is a frequent pitfall. Key issues include:

    • Insecure key storage: API keys grant powerful permissions. Storing them in plain text or repositories increases the risk of theft and account compromise.
    • Throttling and limits: Many exchanges impose usage limits on their APIs. Failing to handle request throttling can break your bot's functionality at critical moments.
    • Lack of redundancy: If your bot depends on a single API and it goes offline, your strategy can fail entirely. Good practice includes fallback data sources and error handling routines.

    Take time to evaluate API documentation, community support, and reliability. Explore well-maintained libraries and modules, and always use environment variables or secure vaults for your credentials.

    Failing to Backtest and Simulate Bot Performance

    It's tempting to deploy your trading bot live the moment it compiles without error. However, skipping backtesting—testing your bot on historical data—or forward-testing on a demo account is a recipe for unexpected behavior. Top mistakes here include:

    • Curve-fitting: Over-optimizing your bot to past data makes it unlikely to work under changing real-world conditions.
    • Test environment differences: Bots may behave differently in a testnet/sandbox compared to mainnet, especially regarding latency and real order matching.
    • Poor scenario coverage: Not simulating rare but critical events (such as flash crashes or API downtime) can leave your bot vulnerable when these inevitabilities occur.

    Carefully test your strategies with a range of market conditions and environments before risking live funds. Look for open-source backtesting libraries and consider using paper trading features offered by many exchanges.

    Neglecting Security and Compliance Considerations

    Crypto trading bots operate with sensitive account access and sometimes large balances at risk. New developers often underestimate the importance of security and regulatory compliance. Watch out for:

    • API abuse or leaks: Credentials, if exposed, can lead to unauthorized actions on your exchange accounts.
    • Open-source hazards: Downloading random code from forums or GitHub can introduce backdoors or exploits.
    • Compliance oversight: Depending on your location, automated trading or data collection may have legal implications. Always review exchange policies and seek out reliable, neutral sources on legal requirements before deploying trading bots.

    Implement best practices for code security and stay attentive to legal developments in your jurisdiction. Avoid shortcuts that could put your assets or reputation in danger.

    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 programming languages are best for building a crypto trading bot?

    Most crypto trading bots are built in Python or JavaScript due to strong libraries and exchange support. Some advanced users deploy bots in Java, C#, or Go for higher performance, but Python is considered beginner-friendly.

    How can I test my crypto bot safely before going live?

    Start with backtesting using historical data, then use exchange-provided sandboxes or paper trading environments. This lets you observe your bot’s actual behavior without risking real money or assets.

    What are best practices for managing API keys securely?

    Store API keys in environment variables or encrypted vaults, restrict key permissions, and never share or publish them. Rotate keys periodically and monitor logs for unauthorized activity.

    Can a crypto bot lose money even with a tested strategy?

    Yes; even well-tested bots can lose money due to market changes, exchange outages, slippage, or unforeseen bugs. Continuous monitoring and updates are essential for risk control.

    What tools or platforms can help beginners build better crypto trading bots?

    Platforms offering real-time market data, robust APIs, and community support can help. AI-powered research tools like Token Metrics can assist with backtesting and market analysis, while open-source frameworks provide learning resources.

    Disclaimer

    This article is for educational purposes only and should not be construed as investment, financial, or trading advice. Crypto trading bots carry risks, and readers should conduct thorough research and consult with professionals as appropriate. Always follow relevant laws and exchange terms of service.

    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