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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.

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    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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    Crypto Basics

    How to Find 100x Altcoins Before They Explode | Token Metrics Moonshot Guide

    Token Metrics Team
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    In the world of cryptocurrency, the term “moonshot” isn’t just slang—it’s the dream. A moonshot is that rare token that delivers 100x or even 1000x returns, turning small investments into massive profits. But the real question is: how do you find these altcoins before they explode?

    In this guide, we’ll break down what moonshots are, how they work, and most importantly, how to use Token Metrics—the leading AI-powered crypto analytics platform—to discover hidden gems before the crowd catches on.

    What Are Moonshot Altcoins?

    Moonshots are low market cap altcoins with high growth potential. These tokens often start under the radar, trading at fractions of a cent, and then experience explosive price action fueled by community hype, technical breakthroughs, or big news.

    Common Traits of Moonshot Altcoins:

    • Market Cap < $50M – Small enough to grow exponentially
    • High Volatility – Swings of 20–100% daily are not unusual
    • Speculative Narrative – Often driven by trend cycles like AI, DePIN, or meme coin mania
    • Community Driven – Strong social momentum via X (Twitter), Telegram, or Discord
    • Limited Listings – Usually launched on decentralized exchanges (DEXs) before hitting major CEXs

    These tokens carry high risk but also high reward. Timing and information are everything—and that’s where Token Metrics comes in.

    How Moonshot Altcoins Work

    The mechanics behind a moonshot typically follow a cycle of accumulation, hype, breakout, and profit-taking:

    1. Early Accumulation – Smart money (including whales and insiders) buys in at low prices.
    2. Volume Spike – Trading activity picks up as new investors notice price movements.
    3. Parabolic Move – Price jumps rapidly due to FOMO and social media hype.
    4. Peak & Correction – Early buyers take profits, causing volatility or sharp retracement.

    Catching the token in Phase 1 or 2 is crucial. If you're entering during the parabolic move, the risk/reward ratio is much worse.

    That’s why traders and investors rely on data and AI-powered tools like Token Metrics to identify moonshots before they explode.

    How to Use Token Metrics to Find Moonshots

    Token Metrics offers a dedicated Moonshots feature powered by machine learning models trained on thousands of historical signals. It helps you find high-potential altcoins before they go mainstream.

    Here’s a step-by-step guide to finding moonshot tokens using Token Metrics:

    ✅ Step 1: Go to the Ratings Page

    • From your Token Metrics dashboard, navigate to the “Ratings” tab.
    • This is where tokens are scored using Trader Grade and Investor Grade, based on factors like:
      • Technical indicators
      • On-chain activity
      • Market momentum
      • Social sentiment

    Trader Grade is especially important for identifying short-term opportunities and moonshot candidates.

    ✅ Step 2: Click on the “Moonshots” Tab

    Inside the Ratings page:

    • Click the “Moonshots” tab at the top.
    • This filters tokens identified by the platform’s AI as having short-term explosive potential.

    These are not random picks—they are selected based on:

    • Sharp trader grade increases
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    • Sentiment spikes
    • Market cap vs. performance anomalies

    The Moonshots page refreshes in real-time to capture fast-moving opportunities.

    ✅ Step 3: Review Key Metrics

    Each token listed in the Moonshots section includes crucial data to guide your decisions:

    • Trader Grade (with % change over time)
    • 24-Hour Trading Volume – Helps gauge interest and momentum
    • Market Cap – Smaller cap = higher potential upside
    • Date of Entry – Know exactly when the token was flagged
    • Live ROI Since Moonshot – See how it’s performed since it was listed

    Want to see past winners? Just switch to “Past Moonshots” to view previous AI picks and how they performed over 7–14 days. Many tokens in this category have delivered 5x–20x returns in a matter of days.

    ✅ Step 4: Choose a Token to Explore

    Click on any token from the list to open its Token Details Page.

    Here, you can:

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    • See top holders (whales, insiders, or project wallets)
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    This deep-dive view gives you everything you need to make an informed decision—not just guesswork.

    ✅ Step 5: Buy in Seconds

    Once you’ve done your due diligence:

    • Click the “Buy” button directly on the Moonshots page.
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    No more relying on anonymous influencers or Telegram groups. Token Metrics backs every moonshot with quantifiable metrics.

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    📈 Transparent Track Record

    You can review past Moonshots and their ROI—transparency that few platforms offer.

    💡 Trade-Ready UI

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    Final Thoughts

    Finding the next 100x altcoin is never easy—but with the right tools, your odds improve dramatically.

    Moonshots are real, and they happen frequently in crypto. But they’re only lucrative if you find them early, analyze them rationally, and manage your risk.

    With Token Metrics, you don’t have to chase hype—you can rely on real-time analytics, AI-powered ratings, and actionable insights to guide your moonshot hunting.

    If you're serious about catching the next 100x gem, start using Token Metrics today.

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    Andrena and the Rise of DePIN: Decentralized Internet in 2025

    Token Metrics Team
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    Introduction:
    Decentralized Physical Infrastructure Networks (DePINs) are rapidly emerging as one of the most transformative sectors in the blockchain space. In 2025, projects like Andrena are pushing the boundaries of what’s possible by bridging real-world hardware with decentralized protocols. This blog takes a closer look at the DePIN thesis, Andrena’s approach, and why this project is on the radar of top investors and analysts.

    What Is DePIN?

    DePIN stands for Decentralized Physical Infrastructure Networks. It refers to blockchain-powered networks that coordinate real-world infrastructure using token-based incentives. Use cases include:

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    • Sensor networks (e.g., WeatherXM)
    • Storage and compute (e.g., Filecoin, Akash, Arweave)
    • Energy grids (e.g., PowerPod)

    In short, DePINs decentralize infrastructure deployment and management using blockchain-based coordination tools.

    Why DePIN Matters in 2025

    1. Infrastructure Gaps: Billions remain unconnected to the internet or lack access to basic digital services. DePINs offer a way to close these gaps without reliance on centralized telecoms.
    2. Token Incentives for Network Participation: Hardware operators are rewarded for contributing bandwidth, compute, or coverage—creating a new economic model.
    3. Real-World Utility: Unlike speculative tokens, DePIN projects often provide visible, tangible value from day one.

    Introducing Andrena: The Helium of the Internet?

    Andrena is a DePIN project building a decentralized internet backbone through a combination of physical devices and blockchain protocols. The project is developing a hardware device called Black Box, expected to launch in July.

    Key features:

    • Distributed, peer-to-peer wireless coverage
    • Web3 native incentives for node operators
    • No reliance on centralized ISPs
    • Tentative deployments in New York City, Mexico City, and Accra
    • Deep integration with Helium Network and its infrastructure

    Andrena aims to give individuals and communities the power to run their own internet access points and be compensated in a decentralized system.

    Why It’s Generating Buzz

    Token Metrics researchers flagged Andrena as a top pick for long-term infrastructure exposure. Here's why:

    • Backed by Top VCs: In its upcoming Series B, Andrena is reportedly raising funds from major firms including Polychain Capital, Archetype, Wintermute, and Coinbase Ventures.
    • Mass Market Vision: The goal is not just to serve crypto-native users, but also everyday consumers who simply want affordable, decentralized internet access.
    • Multi-layered Integration: Andrena will offer both physical routers and a browser extension, enabling different levels of participation.

    Strategic Partnerships and Rollout

    The project is currently in soft-launch mode with localized pilots and is pursuing exchange listings later this year. While details remain limited, the focus is on building a global decentralized ISP layer—a radical shift from the existing internet access model.

    Why Andrena Could Succeed Where Others Struggled

    Previous attempts at decentralized internet often failed due to:

    • Poor hardware UX
    • Limited adoption outside of crypto users
    • Unclear monetization models

    Andrena appears to be addressing these pain points with:

    • Consumer-grade devices
    • Partner integrations (e.g., Helium)
    • Clear token utility tied to network usage and coverage
    • A well-capitalized, experienced founding team

    Risks and Unknowns

    As with all early-stage infrastructure projects, there are risks:

    • Uncertain regulatory frameworks around ISPs
    • Capital intensity of hardware production and distribution
    • Network growth dependent on physical deployment
    • Limited token utility details at this stage

    Investors and builders should stay informed as more information becomes public.

    How Token Metrics Is Tracking DePIN Growth

    The Token Metrics platform is actively monitoring the DePIN space through metrics such as:

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    • Developer activity and GitHub velocity
    • On-chain signal strength and token accumulation
    • Fundamental and technical ratings

    Projects like Andrena and its ecosystem partners are closely watched for early indicators of momentum.

    Final Thoughts

    DePIN is one of the most compelling frontiers in crypto. It offers real-world, real-time applications that go far beyond speculation. Andrena is at the center of this movement, blending telecom hardware, Web3 incentives, and global deployment.

    While it's still early, the signs are promising. From reputable backers to ambitious global plans, Andrena is a project worth watching in 2025 and beyond.

    Research

    Meme Coins in 2025: Why They’re Still Outperforming the Crypto Market

    Token Metrics Team
    8 min
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    Introduction:
    Even in a sluggish crypto market, meme coins continue to outperform many other asset classes. In 2025, these highly speculative assets are not only surviving—some are thriving. This blog examines the current state of the meme coin market, what’s driving the activity, and how on-chain data and crypto analytics can help decode the chaos.

    Meme Coins: Still Relevant in 2025?

    Despite a broadly bearish macro environment, meme coins remain among the few bright spots in the crypto market. In the latest Token Metrics research webinar, several meme tokens showed outsized returns, including:

    • Gorbagana – up over 50% in a day
    • Useless Coin – jumped 40% in 24 hours
    • Startup Coin – nearly 9x returns over the past month

    These tokens operate at low market caps and often launch with little or no formal whitepaper or utility. However, the power of narrative, social engagement, and rapid speculation continues to drive short-term gains.

    Why Meme Coins Are Performing in a Bear Market

    1. Low Liquidity, High Volatility:
    Small-cap meme tokens can easily generate parabolic moves with modest capital inflows.

    2. Community-Led Narratives:
    Tokens like Useless Coin and Startup thrive on viral momentum from crypto-native communities, particularly on X (Twitter) and Telegram.

    3. Whale Activity as a Signal:
    Token Metrics analysts observed that whales have been accumulating select meme coins. This isn’t an endorsement—but it’s a data point. Monitoring on-chain whale behavior offers clues about where smart money is moving.

    The Gobagana Case Study

    Gobagana was cited as a high-risk Solana fork with minimal public information, yet it rapidly gained traction. On-chain analysis revealed:

    • Whale wallets accumulating in the early phase
    • Early VC insiders (e.g., those connected to Big Brain VC) engaging with the token
    • Rapid social engagement despite a small follower base

    The takeaway? Even opaque meme coins can trigger major rallies—particularly if accumulation patterns align with social volume.

    Risk Management and Red Flags

    The meme coin market is not without risk. The Token Metrics team emphasized several cautions:

    • Illiquidity: Many meme tokens have low volume and limited exchange listings.
    • Exit scams or soft rugs: Teams can abandon the project after price pumps.
    • Price discovery volatility: Tokens may have no clear valuation baseline and can retrace sharply.

    As such, these assets are often best approached with a high-risk tolerance and clear entry/exit rules.

    How to Track Meme Coins Like a Quant

    Using crypto analytics platforms like Token Metrics can help make sense of meme coin volatility. Tools that help include:

    • Real-time sentiment analysis
    • Whale wallet tracking
    • Price-to-volume anomaly detection
    • Bullish/bearish signal tracking

    In 2025, data is more important than hype. While memes may dominate the narrative, only data reveals when the momentum shifts.

    Meme Coins vs. Infrastructure Projects

    Interestingly, while meme coins have been surging, many infrastructure or protocol tokens remain flat. This divergence suggests that retail attention is still focused on short-term speculation.

    That said, once Bitcoin breaks key resistance levels, we could see capital rotate into AI, DeFi, and infrastructure themes. Meme coins may be the “canary in the coal mine” indicating renewed retail appetite.

    Final Thoughts

    Meme coins remain the wild west of crypto—but they aren’t going away. In fact, they’re becoming more sophisticated, with deeper liquidity pools, faster launches, and increased integration with social media bots and automated token creators.

    As always, meme coin trading demands discipline, skepticism, and a robust toolkit. Watch the whales, follow the data, and never trade what you don’t understand.

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