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

Explore the technical and practical differences between REST and WebSocket crypto APIs. Discover which approach fits your trading bot in 2025 and how to compare reliability, speed, and integration.
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.

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    Token Metrics Team
    Token Metrics Team

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    What Is Cryptocurrency? A Beginner’s Guide + How Token Metrics Helps You Invest Smarter

    Token Metrics Team
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    Cryptocurrency is no longer just a buzzword — it’s a financial revolution. Since Bitcoin's creation in 2009, digital currencies have disrupted traditional finance, creating an entirely new class of assets. But what exactly is cryptocurrency, how does it work, and how can investors navigate this complex market with the help of tools like Token Metrics?

    This comprehensive and SEO-optimized guide explains what cryptocurrency is, how it works, the different types available, and how platforms like Token Metrics help investors make smarter, AI-powered decisions.

    🔍 What Is Cryptocurrency?

    Cryptocurrency is a digital or virtual form of money that uses cryptography for security. Unlike traditional fiat currencies like the U.S. Dollar or Euro, cryptocurrencies operate on decentralized networks — typically blockchain technology — that aren't controlled by governments or central banks.

    Key Features of Cryptocurrencies:

    • Decentralized: Most cryptocurrencies run on decentralized networks called blockchains.
    • Secure: Transactions are secured by cryptographic protocols.
    • Transparent: Blockchain ledgers are public and can be audited in real time.
    • Limited Supply: Many cryptocurrencies, like Bitcoin, have fixed maximum supplies.
    • Borderless: Anyone with an internet connection can use and trade crypto globally.

    💡 How Does Cryptocurrency Work?

    At the heart of cryptocurrency is blockchain technology — a distributed ledger that records all transactions across a network of computers (called nodes). Each block contains a list of transactions, and once verified, it's added to the chain permanently.

    Example:

    If Alice sends 1 Bitcoin to Bob, this transaction is verified by nodes and added to the Bitcoin blockchain. No bank is involved, and no one can alter the record.

    🪙 Types of Cryptocurrencies

    Thousands of cryptocurrencies exist today, but they typically fall into these categories:

    1. Bitcoin (BTC)

    The original and most well-known cryptocurrency. It's often viewed as "digital gold" due to its scarcity and store-of-value properties.

    2. Altcoins

    Any crypto that's not Bitcoin. Examples include:

    • Ethereum (ETH) – Enables smart contracts and decentralized apps.
    • Cardano (ADA) – Focuses on peer-reviewed scientific research.
    • Solana (SOL) – Known for high-speed transactions and low fees.

    3. Stablecoins

    Digital assets pegged to fiat currencies. Example: USDT (Tether), and USDC. These offer price stability and are widely used for trading and DeFi.

    4. Meme Coins

    Tokens like Dogecoin (DOGE) or Shiba Inu (SHIB), driven largely by community hype and social media.

    5. Utility Tokens

    Tokens used within specific platforms, such as BNB for Binance or TMAI for Token Metrics.

    📈 Why Do People Invest in Cryptocurrency?

    1. High Return Potential
      Many early adopters have seen exponential gains, particularly in bull markets. Moonshot altcoins can deliver 10x to 100x returns.

    2. Diversification
      Crypto offers exposure outside traditional assets like stocks or bonds.

    3. 24/7 Trading
      Unlike traditional markets, crypto trades nonstop across global exchanges.

    4. Ownership & Transparency
      Blockchain gives users full control and verifiable records of their holdings.

    ⚠️ Risks of Crypto Investing

    • Volatility: Prices can rise or fall rapidly within hours.
    • Security Risks: Hacks and scams are common in poorly secured projects.
    • Regulatory Uncertainty: Rules differ across countries and can change quickly.
    • Market Hype: Many investors get swayed by trends without research.

    🤖 How Token Metrics Helps You Trade Smarter

    Given the complexity and volatility of crypto, using a data-driven platform like Token Metrics can make a huge difference.

    What is Token Metrics?

    Token Metrics is an AI-powered crypto analytics and investment research platform that helps investors:

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    1. AI Price Predictions

    Token Metrics uses machine learning to forecast future price ranges for Bitcoin, Ethereum, and 6,000+ altcoins.

    2. Trader & Investor Grades

    Each token is assigned a Trader Grade (short-term performance) and an Investor Grade (long-term fundamentals), updated daily using 80+ on-chain, technical, and sentiment data points.

    3. Moonshot Rankings

    Discover small-cap tokens with massive upside using the Moonshots tab, ranked by ROI, volume, grade changes, and time of entry.

    4. Real-Time Alerts

    Receive instant alerts via Telegram, email, Discord, or SMS for:

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    5. Token Details Dashboard

    Dive deep into any project — fundamentals, top holders, historical grades, AI forecasts, and charting — all in one place.

    6. Integrated Swap Widget

    Once you’ve done your research, trade instantly through Token Metrics with integrated swap functionality.

    🧠 How Beginners Can Use Token Metrics

    Step 1: Sign Up for Free
    Visit tokenmetrics.com and choose a plan. Free users get 5,000 API calls per month and access to basic analytics.

    Step 2: Visit the Ratings Page This page ranks top-performing coins using AI grades and recent performance metrics.

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    Step 4: Set Custom Alerts
    Never miss a breakout. Customize alerts for price changes, grade shifts, or buy/sell signals.

    Step 5: Explore Deep Research
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    Cryptocurrency is rapidly evolving. With institutional adoption rising, central banks exploring CBDCs, and retail interest growing, the market is entering a more mature phase.

    Key trends:

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    Platforms like Token Metrics will become essential as investors need intelligent, unbiased tools to navigate this increasingly sophisticated market.

    ✅ Final Thoughts

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    Dogecoin (DOGE) Price Prediction July 2025: Can the Meme Coin Hit $10 This Bull Cycle?

    Token Metrics Team
    8 min
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    As of July 2025, Dogecoin (DOGE) is once again in the spotlight—trading near $0.20, its highest level in over a year. Powered by Bitcoin’s rally past $112,000, renewed interest from Elon Musk, and increasing institutional attention, DOGE is gaining bullish momentum. But can the original meme coin hit $1.00 or beyond in this bull cycle?

    In this highly informative and SEO-optimized blog post, we break down the catalysts, technical setup, and risk factors for Dogecoin in 2025. Most importantly, we’ll explore how Token Metrics’ AI price prediction tools can help investors navigate the volatility and time DOGE trades with precision.

    🔍 Current Market Snapshot: DOGE in July 2025

    • Current Price: ~$0.19–$0.20
    • Resistance Levels: $0.20 (key), $0.30 (breakout zone)
    • Support Levels: $0.15, $0.12
    • YTD Price Growth: +140%
    • Institutional Inflows: Rising due to ETF speculation
    • Key Narrative Drivers: Elon Musk, DOGE payments, ETF approval hopes

    🚀 Key Catalysts Driving DOGE’s Bullish Momentum

    ✅ 1. Bitcoin Rally Fuels Risk-On Appetite

    Bitcoin’s price blasting through $112,000 has triggered broad bullish sentiment across altcoins—especially meme tokens like DOGE. In every prior bull market, DOGE has benefited from retail euphoria and momentum trading when Bitcoin leads the charge.

    ✅ 2. DOGE ETF Speculation Heats Up

    With Bitcoin and Ethereum ETFs approved, attention is turning to the next wave of altcoin ETFs. Analysts believe:

    • DOGE has a realistic chance (65%+) of ETF approval in late 2025
    • Institutional appetite for meme coin exposure could surge
    • An ETF would legitimize DOGE and make it accessible in traditional portfolios

    ✅ 3. Elon Musk’s Continued Influence

    Elon Musk remains one of Dogecoin’s biggest champions, now using DOGE as a payment option across:

    • Tesla’s online store
    • SpaceX merchandise
    • His new America Party platform for micro-donations and merch

    His social media engagement continues to drive waves of DOGE buying—creating short-term surges and long-term loyalty.

    ✅ 4. Growing Merchant Adoption

    More online platforms are integrating DOGE as a payment method. This includes:

    • Shopify stores
    • WooCommerce plugins
    • Even NFT platforms enabling DOGE payments

    Merchant adoption reinforces DOGE’s use case as a fast, low-fee transactional token.

    ✅ 5. Whale Accumulation and Bullish Technicals

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    • Major DOGE wallets accumulating since March 2025
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    • Formation of a golden cross (50-day MA crossing above 200-day MA)

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    📈 DOGE Price Prediction for 2025

    Based on fundamentals, on-chain metrics, and sentiment, here’s a breakdown of DOGE’s projected price scenarios:

    Key Resistance to Break: $0.20, $0.30
    Short-Term Support: $0.15
    Critical Support: $0.12

    ⚠️ Risks and Challenges to Monitor

    Despite its meme coin charm, Dogecoin is not without risks:

    ❌ 1. Unlimited Supply

    Unlike Bitcoin, DOGE has no hard cap. It adds 5 billion DOGE per year, which:

    • Dilutes long-term value
    • Requires constant demand to offset inflation
    • May discourage long-term holders

    ❌ 2. Hype-Driven Volatility

    DOGE relies heavily on social media buzz, influencer tweets, and trending memes. While this fuels rallies, it also:

    • Creates rapid, unpredictable corrections
    • Leaves the price vulnerable to sentiment shifts

    ❌ 3. Lack of DeFi or Smart Contract Ecosystem

    Compared to Ethereum or Solana, DOGE lacks:

    • DeFi protocols
    • NFT platforms
    • Developer activity

    This limits its utility beyond payments and speculation.

    🧠 How Token Metrics Helps You Trade DOGE Smarter

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    ✅ 1. AI-Powered Price Predictions

    Token Metrics uses deep learning models trained on:

    • Historical DOGE price data
    • Whale wallet movements
    • Social sentiment
    • Exchange inflow/outflow

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    ✅ 2. Real-Time Buy and Sell Signals

    DOGE signals on Token Metrics are updated daily and triggered by:

    • RSI and MACD trends
    • Moving average crossovers
    • Momentum and volatility indicators
    • Social volume spikes

    This gives traders a clear view of when to enter and exit—not based on hype, but on quantified momentum.

    ✅ 3. Trader and Investor Grades

    Each token—including DOGE—receives:

    • A Trader Grade (short-term technicals and sentiment)
    • An Investor Grade (long-term fundamentals and sustainability)

    DOGE’s Trader Grade often spikes during retail-driven rallies, helping you catch the wave early.

    ✅ 4. DOGE Token Details Page

    DOGE’s Token Page on Token Metrics offers:

    • Live chart and performance since listing
    • Social buzz and tweet volume analysis
    • On-chain data: holder stats, transfers, top wallets
    • Historical signal accuracy

    It’s the ultimate dashboard for anyone actively trading Dogecoin.

    ✅ 5. Custom Alerts Across Channels

    Never miss a DOGE breakout again. Token Metrics lets you:

    • Set alerts for DOGE crossing $0.25, $0.50, or $1.00
    • Get notified on Telegram, Discord, or Email
    • Track grade upgrades and real-time signals

    It’s like having an AI trading assistant for DOGE, 24/7.

    🔮 Will DOGE Hit $1 in 2025?

    The answer depends on:

    • Bitcoin’s trajectory: If BTC hits $150K, DOGE will likely follow
    • ETF approval: Adds legitimacy and capital inflows
    • Retail hype: Viral moments can push DOGE far beyond its fair value

    With a bullish setup in place and key macro trends aligned, DOGE hitting $0.55 to $1.25 by Q4 2025 is within reach.

    But volatility will remain high—so timing, data, and discipline are critical.

    ✅ Final Thoughts: Use Token Metrics to Ride the DOGE Wave Safely

    Whether you’re a meme coin enthusiast or a data-driven trader, DOGE in 2025 presents real profit potential—especially with the right tools.

    With Token Metrics, you can:

    • Get real-time price predictions
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    • Monitor whale activity and hype spikes
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    👉 Start your free trial at tokenmetrics.com
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    Research

    Cardano (ADA) Price Prediction July 2025: Can ADA Break $100 This Bull Cycle?

    Token Metrics Team
    8 min
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    As of July 12, 2025, Cardano (ADA) is showing renewed strength, climbing toward the critical $0.75 resistance level as Bitcoin soars above $112,000. After months of consolidation, the smart contract platform is gaining attention from investors, driven by key upgrades, growing DeFi activity, and a broader crypto bull market.

    But can ADA reclaim the $1.00 milestone—or even surge beyond $1.50—by the end of the year?

    In this highly informative and SEO-optimized article, we’ll explore Cardano’s 2025 price outlook, fundamental drivers, potential risks, and how Token Metrics’ AI tools can help you make smarter, data-backed investment decisions.

    🔍 Quick Snapshot: Cardano in July 2025

    • Current Price: ~$0.74
    • Resistance: $0.75 (major), $0.80 (breakout trigger)
    • Support: $0.62 (short-term), $0.50 (long-term)
    • Year-to-Date Institutional Inflows: $73M
    • Daily Active Addresses: ~30,000
    • TVL Growth Since April: +21%
    • ETF Approval Probability: 75%

    🚀 Key Catalysts for Cardano’s Bullish Momentum

    ✅ 1. The Plomin Hard Fork: Governance Upgrade

    The Plomin Hard Fork, implemented in Q1 2025, marked a turning point in Cardano’s evolution. It introduced:

    • Decentralized on-chain governance
    • Community-driven protocol updates
    • Greater autonomy for ADA holders

    This governance upgrade enhanced Cardano’s appeal to long-term investors and DeFi developers by aligning protocol evolution with community consensus.

    ✅ 2. Rising DeFi Activity on Cardano

    Cardano’s DeFi ecosystem is gaining traction, with Total Value Locked (TVL) increasing by 21% since April. Leading protocols like Minswap, Indigo, and LiQwid have seen significant upticks in user activity and liquidity.

    This growth signals:

    • Greater developer interest
    • Improved user adoption
    • Strengthening demand for ADA as collateral and transaction gas

    ✅ 3. Potential Integration of $RLUSD Stablecoin

    Cardano could soon integrate Ripple’s newly launched $RLUSD stablecoin, offering:

    • Seamless liquidity for ADA-based DeFi protocols
    • Cross-chain interoperability with Ripple and Ethereum ecosystems
    • Stability for yield-generating DeFi strategies

    Stablecoin adoption is a key growth driver for any Layer-1 network aiming to scale its DeFi infrastructure.

    ✅ 4. Institutional Capital Inflows

    Cardano has attracted $73 million in institutional inflows in 2025 so far, according to data from leading asset managers. This shows:

    • Rising confidence in ADA’s long-term value
    • Anticipation of ETF approval in the U.S. or Europe
    • ADA’s inclusion in emerging crypto index products

    With a 75% probability of ETF approval, institutional demand could surge further in Q4.

    📈 Cardano Price Prediction for 2025

    Analysts and machine learning models—including those from Token Metrics—project a bullish range for ADA in 2025, depending on technical and macroeconomic conditions.

    Breakout Level to Watch: $0.80
    Support to Hold: $0.62

    ⚠️ Potential Risks to ADA’s Growth

    Despite bullish fundamentals, Cardano still faces several challenges that could cap or delay price gains:

    ❌ 1. Low Daily Active Users

    With only 30,000 daily active addresses, Cardano still lags behind competitors like:

    • Solana (~500,000 DAU)
    • Ethereum (~400,000 DAU)

    Low user activity may:

    • Limit dApp growth
    • Weaken DeFi liquidity
    • Lower investor excitement

    ❌ 2. Strong Competition

    Cardano must compete with:

    • Ethereum’s mature DeFi and NFT ecosystems
    • Solana’s blazing-fast, low-cost transactions
    • New entrants like Aptos and Sui

    ADA needs to differentiate itself with real-world adoption and enterprise use cases.

    ❌ 3. Profit-Taking and Macro Uncertainty

    Even in a bull market, sharp corrections happen. ADA could:

    • Face sell-offs at key resistance ($0.80, $1.00)
    • React negatively to macro risks like inflation or Fed policy
    • Be impacted by whale liquidation events

    🧠 How Token Metrics Helps You Predict ADA’s Next Move

    In crypto’s high-volatility environment, AI-driven research tools are essential. Token Metrics empowers ADA investors with real-time signals, grades, and analytics to stay ahead of the market.

    ✅ 1. AI-Powered Price Predictions

    Token Metrics' machine learning models forecast ADA’s short- and long-term price movements based on:

    • Historical trading patterns
    • On-chain data (TVL, active addresses)
    • Market sentiment
    • Exchange flow analysis

    These forecasts update in real time as market conditions evolve.

    ✅ 2. Trader & Investor Grades for ADA

    • Trader Grade: Indicates short-term momentum and technical strength. Ideal for swing traders.
    • Investor Grade: Evaluates ADA’s long-term fundamentals and ecosystem health.

    Grades are updated daily, providing clarity even during volatile market swings.

    ✅ 3. Buy/Sell Signals

    Token Metrics issues real-time bullish and bearish signals on ADA, helping users:

    • Avoid emotional trades
    • Enter during early momentum
    • Exit before trend reversals

    Each signal is backed by over 80 on-chain and technical data points.

    ✅ 4. Token Details Page

    ADA’s dedicated page includes:

    • Live price chart
    • ROI since listing
    • Exchange and wallet data
    • Historical grading performance
    • AI-based outlooks and narratives

    It’s a comprehensive research hub for Cardano investors.

    ✅ 5. Custom Alerts

    Set up personalized alerts for ADA based on:

    • Price targets (e.g., alert me at $1.00)
    • Percentage changes (e.g., +10% move)
    • Grade improvements or downgrades

    Receive alerts via email, Discord, Telegram, or Slack, keeping you informed 24/7.

    📉 Bearish Scenario: What If ADA Fails to Break Out?

    If ADA cannot break above $0.80, it may retrace toward:

    • $0.62 (short-term support)
    • $0.50 (key historical demand zone)

    In that case, investors should:

    • Monitor Token Metrics’ bearish signals
    • Look for re-entry setups at lower prices
    • Track DeFi TVL and whale accumulation

    ✅ Final Thoughts: Is ADA a Strong Buy in 2025?

    Cardano is making meaningful strides:

    • Governance decentralization (Plomin Hard Fork)
    • Growing DeFi ecosystem
    • Strong institutional interest
    • Potential ETF approval

    If these trends continue and Bitcoin remains in a bull cycle, ADA could reach $1.10–$1.65 by year-end.

    However, investors should stay cautious of competition, user activity metrics, and potential volatility.

    With Token Metrics, you can:

    • Predict price movements with AI
    • Track technical and fundamental grades
    • Get alerts before the crowd reacts

    🔗 Start Using Token Metrics to Trade ADA Smarter

    Ready to take advantage of Cardano’s potential?

    👉 Visit tokenmetrics.com
    🚀 Access AI price predictions, moonshot opportunities, and real-time signals
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