Research

How to Choose the Best API for Building a Crypto Trading Bot

Explore how to evaluate and choose the right API for building a crypto trading bot. Learn about key features, security considerations, and AI-driven analytic tools.
Token Metrics Team
7
MIN

Building a crypto trading bot can unlock efficiencies, automate trading strategies, and enable real-time market engagement across digital asset exchanges. But at the heart of any successful crypto trading bot lies its API connection: the bridge enabling programmatic access to price data, trading actions, and analytics. With so many API options on the market—each offering various data sources, trading permissions, and strengths—developers and quants are left wondering: which API is best for constructing a robust crypto trading bot?

Understanding Crypto Trading Bot APIs

APIs (Application Programming Interfaces) are standardized sets of protocols enabling different software components to communicate. For crypto trading bots, APIs are crucial for tasks such as:

  • Pulling real-time price data from exchanges or aggregators
  • Placing buy/sell orders automatically
  • Accessing market depth, liquidity, or order book snapshots
  • Aggregating analytics and technical indicators
  • Monitoring blockchain data for signals (on-chain analytics)

Crypto APIs generally fall into these categories:

  • Exchange APIs – Provided by major crypto exchanges (Binance, Coinbase, Kraken, etc.), allowing direct trading and market data for assets listed on their platforms.
  • Aggregator/Data APIs – Offer consolidated data, analytics, or signals from multiple sources. Examples include Token Metrics, CoinGecko, and CryptoCompare.
  • AI/Analytics APIs – Deliver algorithm-driven insights, risk metrics, or strategy outputs, sometimes integrating with AI models for decision support.

Choosing the ideal API is a technical decision based on performance, reliability, security, and data depth. Additionally, the needs—whether you want to simply automate trades, employ AI-driven signals, or monitor on-chain transactions—will guide your search.

Key Criteria for Comparing Crypto Trading APIs

Not all APIs are alike. The following framework can help you evaluate which API best fits your bot-building goals:

  1. Data Coverage & Depth: Does the API cover all markets/exchanges you wish to trade? Does it offer historical data, tick-by-tick feeds, and altcoin coverage?
  2. Order Execution Capabilities: Can you place, cancel, and track trades via the API? Are there specific rate limits, latency, or order-type constraints (e.g., limit/market orders only)?
  3. Reliability & Uptime: Is there a stated SLA? How does the API provider handle outages and updates?
  4. Latency & Speed: For high-frequency trading, milliseconds count. Look for benchmarks, as well as websocket or streaming API options.
  5. Security & Authentication: Are API keys securely managed? Is there multi-factor authentication or IP whitelisting?
  6. Developer Experience: Is documentation clear? Are there SDKs or sample code? How responsive is support if issues arise?
  7. Pricing & Limits: Does the provider charge per call or via monthly plans? Are there limits on requests or data volume?
  8. Advanced Signals & AI Integration: Does the API offer advanced analytics, trading signals, or AI-powered insights to inform trading strategies beyond raw data?
  9. Compliance & Access: Is the API compliant with regional regulations and accessible from your preferred jurisdiction?

By rating APIs against these metrics, developers can objectively compare offerings to their specific use case—whether driving a simple DCA (dollar-cost averaging) bot, a multi-exchange arbitrage system, or an AI-powered trading agent.

Here’s a rundown of leading API options for different crypto trading bot needs:

  • Binance API: One of the most widely used exchange APIs, with extensive documentation, broad asset coverage, and support for spot, margin, and futures trading. Offers REST and websocket connections for real-time data.
  • Coinbase Advanced Trade API: Ideal for U.S.-based traders needing secure, regulated exchange access. Includes a robust developer platform, security features, and REST/websocket endpoints. Slightly fewer markets than global exchanges.
  • Kraken API: Famed for security and fiat gateways, appropriate for high-volume or institutional bots. Advanced order types and solid uptime metrics.
  • Token Metrics API: An aggregator and analytics API featuring real-time prices, trading signals, on-chain data, and AI-powered analytics—allowing bots to react not just to market moves, but also to deeper sentiment and trend indicators.
  • CoinGecko, CryptoCompare APIs: Market data aggregators providing prices, volumes, historical data, and some basic analytics. Excellent for multi-exchange monitoring or research bots.
  • CCXT: Not a data provider API, but a powerful open-source library supporting connectivity to 100+ crypto exchange APIs with unified syntax; ideal for developers wanting plug-and-play multi-exchange integration.

Which option is ‘best’ depends on your priorities. Exchange APIs offer full trade functionality but are limited to a single trading venue. Aggregator APIs like Token Metrics provide broader data and analytics but may not place trades directly. Some advanced APIs merge both, offering signals and price feeds for smarter automation.

How AI-Driven APIs Are Changing Crypto Bot Development

The intersection of AI and crypto APIs is reshaping modern trading bots. APIs like Token Metrics provide not just price and volume data, but also AI-generated trading signals, market sentiment scoring, risk analytics, and pattern recognition.

Developers integrating AI-powered APIs benefit from:

  • Proactive trading strategies based on predictive analytics
  • Automated identification of anomalies or market shifts
  • Differentiated edge versus bots relying solely on conventional signals
  • Enhanced research insights for back-testing and validation

This future-proofs bots against rapidly evolving market dynamics—where speed, pattern recognition, and deep learning models can be decisive. Advanced APIs with on-chain metrics further enable bots to tap into otherwise hidden flows and activities, informing smarter actions and portfolio risk adjustments.

Practical Steps for Selecting and Using a Crypto API

To select and adopt the right API for your trading bot project, consider the following action plan:

  1. Define Your Bot’s Objective – Is your focus automation, arbitrage, AI-driven trading, or portfolio reporting?
  2. Shortlist APIs – Based on your priority list, select APIs with suitable capabilities (direct trading, data, analytics, etc.).
  3. Test API Reliability and Data – Run pilot integrations. Monitor uptime, latency, accuracy, and response to simulated conditions.
  4. Assess Security – Implement secure key management, restrict permissions, enable IP whitelisting, and review audit logs regularly.
  5. Review Compliance – Ensure the API provider’s terms comply with your local laws and exchange policies.
  6. Iterate and Scale – Refine bot logic and expand API integrations as your strategies mature.

Combining real-time data with analytics and AI-powered signals from robust APIs positions developers to build more intelligent, adaptive crypto trading bots.

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 are the most widely used APIs for crypto trading bots?

Popular APIs include the Binance API, Coinbase Advanced Trade API, Kraken API for direct exchange access, CCXT library for multi-exchange programming, and analytics-focused APIs like Token Metrics for real-time signals and advanced data.

Should I use open-source or commercial APIs for my crypto trading bot?

Open-source libraries offer flexibility and community support, often useful for prototyping or integrating across exchanges. Commercial APIs may provide faster data, enhanced security, proprietary analytics, and dedicated support—suitable for more advanced or enterprise-grade bots.

How do I keep my crypto API keys secure?

Keep keys private (env variables, key vaults), restrict permissions, use IP whitelisting and two-factor authentication where available, and monitor for suspicious API activity. Never expose keys in public code repositories.

Why does API latency matter in trading bots?

High latency can translate to missed trades, slippage, and lower performance, especially for bots executing frequent or time-sensitive strategies. Opt for APIs with low latency, real-time websockets, and server locations close to major exchanges when timing is critical.

Can I use AI-powered signals with my crypto trading bot?

Yes. APIs like Token Metrics offer AI-powered analytics and trading signals that can be consumed by bots for automated or semi-automated strategies, supporting smarter decision-making without manual intervention.

Disclaimer

This blog post is for informational and educational purposes only. It does not constitute investment advice, recommendations, or offer to buy/sell any financial instruments. Readers should conduct their own research and comply with all applicable regulations before using any APIs or trading tools mentioned.

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

Crypto Basics

What Is an ETF Fund? A Beginner’s Guide to Exchange-Traded Funds in 2025

Token Metrics Team
6 min
MIN

ETF funds, or Exchange-Traded Funds, have revolutionized investing for both retail and institutional investors. In 2025, ETF funds are more popular than ever—offering a simple, low-cost, and diversified way to invest in everything from tech stocks to cryptocurrencies. But what exactly is an ETF fund, and why is it such a powerful investment tool?

In this article, we’ll explain:

  • What is an ETF fund?
  • How ETF funds work
  • Types of ETFs (including crypto ETFs)
  • Key benefits and risks
  • How Token Metrics, an AI-powered platform, helps you make better ETF investment decisions

Let’s dive in.

📌 What Is an ETF Fund?

An ETF fund (Exchange-Traded Fund) is a type of investment fund that holds a basket of securities—such as stocks, bonds, commodities, or cryptocurrencies—and is traded on a stock exchange, just like individual stocks.

When you buy a share of an ETF fund, you are buying partial ownership of that entire portfolio of assets. This gives you instant diversification without having to purchase each asset individually.

For example, an ETF fund that tracks the S&P 500 allows you to invest in 500 of the largest U.S. companies with just one purchase.

🔍 How Does an ETF Fund Work?

ETF funds are created by financial institutions called fund sponsors (like BlackRock, Fidelity, or Vanguard). These sponsors select and manage a portfolio of underlying assets and list the ETF shares on stock exchanges.

Here's how it works:

  1. Creation – The sponsor assembles a portfolio and forms an ETF.
  2. Listing – Shares of the ETF are listed and traded on exchanges like NYSE or Nasdaq.
  3. Buying/Selling – Investors buy and sell ETF shares throughout the day at market prices.
  4. Price Movement – The price of an ETF share fluctuates based on the value of its underlying assets and market demand.

ETF prices are influenced by a combination of Net Asset Value (NAV) and real-time market supply/demand.

🧩 Types of ETF Funds

In 2025, investors have access to a wide variety of ETF funds based on asset classes, strategies, and markets.

1. Stock ETFs

Track specific sectors (e.g., tech, healthcare), regions (e.g., U.S., Europe), or indices (e.g., S&P 500, NASDAQ-100).

2. Bond ETFs

Provide exposure to government, municipal, or corporate bonds with varying durations and yields.

3. Commodity ETFs

Track physical commodities like gold, silver, oil, or agricultural products.

4. Thematic ETFs

Focus on emerging trends or industries like artificial intelligence, clean energy, space exploration, or blockchain.

5. Crypto ETFs (New in 2025)

Give exposure to digital assets such as Bitcoin, Ethereum, and DeFi tokens—without requiring direct crypto ownership.

💥 What Are Crypto ETF Funds?

In 2025, crypto ETF funds are among the fastest-growing segments in the market. They offer secure, regulated access to cryptocurrencies via traditional brokerages.

Crypto ETFs include:

  • Spot ETFs: Hold actual crypto assets like Bitcoin or Ethereum.
  • Futures ETFs: Track prices of crypto futures contracts.
  • Basket ETFs: Combine multiple crypto assets or themes, like DeFi or Web3.

These ETFs have made it easier for both institutions and retail investors to gain exposure to crypto without managing wallets, keys, or exchanges.

✅ Benefits of Investing in ETF Funds

ETF funds offer several advantages for investors in 2025:

1. Diversification

With just one purchase, you gain exposure to a broad portfolio of assets—reducing risk.

2. Liquidity

ETFs trade on exchanges all day, allowing you to buy or sell quickly at market prices.

3. Low Cost

Most ETFs have expense ratios under 0.20%, much lower than actively managed mutual funds.

4. Transparency

Most ETF funds disclose their holdings daily, so you always know what you’re investing in.

5. Tax Efficiency

Due to their structure, ETFs are generally more tax-efficient than mutual funds.

⚠️ Risks of ETF Funds

Like all investments, ETF funds come with risks:

1. Market Risk

If the market or sector an ETF tracks declines, your investment will also lose value.

2. Liquidity Risk

Some ETFs, especially niche or low-volume ones, can have wider spreads and lower liquidity.

3. Tracking Error

An ETF may not perfectly track the performance of its underlying index due to fees, slippage, or poor replication.

4. Over-Concentration

Some thematic ETFs may be overly concentrated in a few assets, increasing volatility.

🤖 How Token Metrics Enhances ETF Investing with AI

Token Metrics is an AI-powered crypto analytics and trading platform that helps investors research, evaluate, and make smarter decisions—including with crypto ETFs.

Here’s how Token Metrics helps you get ahead:

🔎 1. AI-Powered Ratings

Token Metrics uses advanced AI models to assign Investor Grades and Trader Grades to crypto assets, helping you identify the strongest performers—often held by top ETFs.

📊 2. Predictive Price Forecasts

Get forward-looking price predictions on Bitcoin, Ethereum, and other assets held in ETFs—so you can assess whether an ETF is likely to appreciate.

📈 3. On-Chain + ETF Inflow Analysis

Token Metrics tracks real-time ETF inflows, exchange reserves, and on-chain data, giving you insight into supply-demand dynamics that move prices.

🔔 4. Smart Alerts

Set alerts for key changes in asset ratings, prices, or bullish/bearish signals to stay informed on ETF-related opportunities.

By combining ETF investing with Token Metrics insights, you position yourself ahead of market trends and optimize your portfolio performance.

📈 Popular ETF Funds in 2025

Here are some high-performing ETF funds in traditional and crypto markets:

🧠 Final Thoughts

ETF funds are one of the most efficient and flexible ways to build a diversified investment portfolio in 2025. Whether you're targeting long-term growth, passive income, or exposure to emerging markets like crypto—ETF funds offer a secure, low-cost, and easy-to-use investment solution.

And with the rise of crypto ETF funds, platforms like Token Metrics are critical in helping investors evaluate opportunities, manage risk, and time the market using AI.

Whether you're a seasoned investor or just getting started, combining ETF investing with AI-powered insights gives you the edge in today's rapidly evolving financial landscape.

Crypto Basics

Best Crypto Software Wallets for July 2025

Token Metrics Team
6 min
MIN

And How Token Metrics Lets You Trade Securely With Any Wallet

Cryptocurrency adoption continues to rise in 2025, and with it, the demand for secure, user-friendly, and feature-rich crypto software wallets. Whether you're storing Bitcoin, trading Ethereum, or experimenting with altcoins, having a reliable wallet is the foundation of safe crypto ownership.

This guide ranks the top crypto software wallets of July 2025 across different categories, from best security to best for mobile use. We also explore how Token Metrics, the leading AI crypto trading platform, allows users to connect any of these wallets via an encrypted channel—giving you access to powerful AI-driven tools while retaining full custody of your assets.

🔐 What Is a Crypto Software Wallet?

A crypto software wallet is a digital application that stores your private keys and enables you to send, receive, and manage cryptocurrencies. These wallets can be hot (internet-connected) or cold (offline) and often come with trading, staking, and asset management tools. The best wallets balance security, usability, and functionality—and increasingly, they integrate with platforms like Token Metrics to enable AI-powered trading without giving up control of your assets.

🏆 Top Crypto Software Wallets – July 2025

1. Zengo – Best for Security

  • Supported Cryptos: 380
  • Hot or Cold: Hot Wallet
  • Cost: $129.99/year or $19.99/month
  • Hardware Wallet Support:

Zengo tops the list for users prioritizing wallet security. With no reported wallet hacks and weekly software updates, Zengo protects over 1.5 million users globally. It also supports buying, selling, and staking, making it ideal for long-term holders.

Pros:
✔️ Industry-leading security measures
✔️ Staking and fiat funding options
✔️ Encrypted backup and biometric authentication

Cons:
❌ Premium pricing
❌ No hardware wallet compatibility

2. Coinbase Wallet – Best for Beginners & Low Costs

  • Support Cryptos: 5,500
  • Hot or Cold: Hot Wallet
  • Cost: Free
  • Hardware Wallet Support: Partial (via Ledger transfer)

Coinbase Wallet is perfect for newcomers. It’s intuitive, completely free to use, and connects seamlessly to the larger Coinbase ecosystem. Users can access over 5,500 tokens and learn the ropes through its built-in educational resources.

Pros:
✔️ Beginner-friendly UI
✔️ Massive token support
✔️ Customizable network fees

Cons:
❌ Code not open source
❌ No address rotation
❌ Doesn’t fully support hardware wallets

3. Exodus – Best for Mobile

  • Supported Cryptos: 281
  • Hot or Cold: Hot Wallet
  • Cost: Free
  • Hardware Wallet Support: ✅ (Trezor)

Exodus excels on mobile with sleek design and robust functionality. It allows users to buy, sell, stake, and swap directly on their mobile device and integrates with Trezor hardware wallets for additional security.

Pros:
✔️ Cross-platform (desktop, browser, mobile)
✔️ Built-in portfolio tracking
✔️ Trezor integration

Cons:
❌ No in-house exchange
❌ Email-only support
❌ Not open source

4. Electrum – Best for Bitcoin

  • Supported Cryptos: Bitcoin Only
  • Hot or Cold: Both
  • Cost: Free
  • Hardware Wallet Support:

A trusted wallet since Bitcoin’s early days, Electrum is ideal for Bitcoin maximalists. It’s lightweight, fast, and secure, with deep customization options for advanced users.

Pros:
✔️ High performance for BTC
✔️ Cold storage compatible
✔️ Open-source and auditable

Cons:
❌ No support for altcoins
❌ Not user-friendly for beginners
❌ No staking or DeFi features

5. MetaMask – Best for Ethereum

  • Supported Cryptos: 300+ (ETH & ERC-20)
  • Hot or Cold: Both
  • Cost: Free
  • Hardware Wallet Support:

For Ethereum users, MetaMask is the go-to wallet. It enables DeFi, NFTs, and Web3 access with ease. It supports both hot and cold storage and integrates with platforms like OpenSea, Uniswap, and now, Token Metrics.

Pros:
✔️ Built for Ethereum ecosystem
✔️ DeFi-ready
✔️ Cold wallet compatible

Cons:
❌ No Bitcoin support
❌ Limited customer support
❌ Doesn’t rotate addresses automatically

🔍 How Token Metrics Works with Your Crypto Wallet

Token Metrics is not a wallet, exchange, or custodian—it’s an AI-driven crypto research and trading platform. But it seamlessly integrates with your preferred wallet using secure, encrypted wallet connections.

🔐 Secure Wallet Integration

Token Metrics allows users to connect wallets like MetaMask, Coinbase Wallet, Trust Wallet, or any Web3-compatible wallet using industry-standard encryption. You never deposit funds on the platform—instead, you retain full control over your crypto while accessing:

  • AI-generated trading signals
  • Real-time price predictions
  • Altcoin Moonshot picks
  • Portfolio rebalancing tools
  • Custom alerts and automation

🛡️ Why It Matters:

With so many platforms requiring you to deposit crypto into centralized accounts, Token Metrics stands apart by offering non-custodial AI-powered trading. You keep your assets in your chosen wallet while using advanced tools that would normally be reserved for hedge funds or trading desks.

💡 Why Token Metrics + Top Wallets = The Perfect Pair

🚨 A Word of Caution

Crypto is a volatile and speculative market. Even with the best wallet and the most advanced AI platform, there are risks. Always use two-factor authentication, avoid phishing attempts, and never share your seed phrase.

🏁 Final Thoughts

Choosing the best crypto software wallet in July 2025 depends on your priorities: security, mobility, beginner-friendliness, or asset specialization. But if you want to take things further, pairing your wallet with Token Metrics’ AI research and trading tools is the smartest way to stay ahead.

Whether you’re holding Bitcoin in Electrum or swapping altcoins via MetaMask, Token Metrics helps you trade smarter, not harder, without compromising the safety of your assets.

Crypto Basics

Best Crypto Exchanges for July 2025

Token Metrics Team
6 min
MIN

Cryptocurrency adoption has surged in 2025, with Bitcoin reaching over $118,000 and Ethereum climbing above $3,000. Whether you’re a beginner or an advanced trader, choosing the right exchange or trading app is critical. But while exchanges handle your transactions, it’s tools like Token Metrics that give you the edge—using AI to deliver real-time analytics, trading signals, moonshot altcoin picks, and price predictions.

In this guide, we’ll cover the top exchanges and apps for July 2025, along with Token Metrics, the best platform for AI-powered crypto research and trading.

🔝 Top Crypto Platforms for July 2025

🧠 Token Metrics: Best AI Crypto Trading Platform

Token Metrics stands out not as an exchange, but as an AI-powered research, analytics, and trading platform. It gives retail and institutional investors data-driven insights to make smarter trades across any exchange.

Why Token Metrics is #1 for AI Crypto Trading:

  • AI-Generated Buy/Sell Signals
    Token Metrics’ signals dashboard uses over 80 data points to issue bullish or bearish calls on top tokens. For example, the AI turned bullish on Bitcoin on June 28, just before it surged past $118,000.



  • Moonshots for Early-Stage Altcoins
    The Moonshots tab identifies low-cap altcoins with 10x–100x potential based on momentum, AI scores, and liquidity—long before they hit mainstream exchanges.


  • Price Forecasting Models
    Token Metrics predicts short-, medium-, and long-term prices for major tokens. Bitcoin’s 2026 forecast, for example, ranges between $150,000–$230,000, based on ETF flows, supply on exchanges, and macroeconomic signals.


  • Custom Alerts
    Users can set alerts based on price, trader grade, or AI signals, delivered instantly via Email, Telegram, SMS, or Slack.


  • Integrated Swap Widget
    You can research, analyze, and buy tokens directly via Token Metrics’ swap widget—all in one dashboard.

Whether you’re trading on Kraken, Coinbase, or Binance, Token Metrics plugs into your strategy and helps you trade with confidence, using real-time AI insights.

⚙️ Top 5 Crypto Exchanges for July 2025

🥇 Kraken – Best for Low Fees

  • Maker Fees: 0.00%–0.25%
  • Taker Fees: 0.10%–0.40%
  • Minimum Deposit: $10
  • Crypto Offered: 300+

Kraken is ideal for fee-sensitive traders. It’s available on web, mobile, desktop, and Kraken Pro. However, it's not available in all U.S. states and lacks FDIC or SIPC insurance.

🥈 Gemini – Best for Security & Experienced Traders

  • Maker Fees: 0.00%–0.20%
  • Taker Fees: 0.03%–0.40%
  • Minimum Deposit: $0
  • Crypto Offered: 70

Gemini is the most secure exchange in 2025, with FDIC insurance, crypto insurance, and advanced features through its ActiveTrader terminal. But it has a complex fee structure and limited assets.

🥉 Coinbase – Best for Beginners

  • Maker Fees: 0.00%–0.40%
  • Taker Fees: 0.05%–0.60%
  • Minimum Deposit: $0
  • Crypto Offered: 240

Coinbase is ideal for newcomers with its clean UI, beginner-friendly tools, and educational content. It’s available in 172 countries, though advanced traders might want more features.

📱 Crypto.com – Best Mobile App & Bitcoin Trading

  • Maker Fees: 0.00%–0.25%
  • Taker Fees: 0.05%–0.50%
  • Minimum Deposit: $20
  • Crypto Offered: 417

With a sleek mobile app and support for Bitcoin options and futures, Crypto.com is perfect for on-the-go traders. However, it only supports a hot wallet and has limited global access.

🪙 BitMart – Best for Altcoins

  • Fees: Varies by tier (0.04%–0.60%)
  • Minimum Deposit: Not disclosed
  • Crypto Offered: 1,700+

BitMart is the best place to find rare altcoins. With copy trading and BitMart Academy, it’s useful for altcoin hunters. But its lack of transparency on security is a concern.

✅ Why Token Metrics Complements These Exchanges

⚠️ Reminder: Crypto Is Risky

Crypto markets are volatile and speculative. While these exchanges and tools can improve your strategy, always do your own research (DYOR) and consult professionals when investing.

Final Thoughts

If you want to trade crypto in July 2025, pair a high-quality exchange like Kraken or Coinbase with a research powerhouse like Token Metrics. Exchanges execute trades—but Token Metrics tells you what to trade, when to trade, and why.

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