Back to blog
Research

Why Is Web3 UX Still Poor Compared to Web2? Understanding the Challenges in 2025

Explore the core challenges of Web3 user experience in 2025 and discover how platforms like Token Metrics are paving the way for more user-friendly blockchain applications.
Token Metrics Team
10
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe

Web3 promises to revolutionize the internet by decentralizing control, empowering users with data ownership, and eliminating middlemen. The technology offers improved security, higher user autonomy, and innovative ways to interact with digital assets. With the Web3 market value expected to reach $81.5 billion by 2030, the potential seems limitless. Yet anyone who's interacted with blockchain products knows the uncomfortable truth: Web3 user experience often feels more like punishment than promise. From nerve-wracking first crypto transactions to confusing wallet popups and sudden unexplained fees, Web3 products still have a long way to go before achieving mainstream adoption. If you ask anyone in Web3 what the biggest hurdle for mass adoption is, UX is more than likely to be the answer. This comprehensive guide explores why Web3 UX remains significantly inferior to Web2 experiences in 2025, examining the core challenges, their implications, and how platforms like Token Metrics are bridging the gap between blockchain complexity and user-friendly crypto investing.

The Fundamental UX Gap: Web2 vs Web3

To understand Web3's UX challenges, we must first recognize what users expect based on decades of Web2 evolution. Web2, the "read-write" web that started in 2004, enhanced internet engagement through user-generated content, social media platforms, and cloud-based services with intuitive interfaces that billions use daily without thought.

Web2 applications provide seamless experiences: one-click logins via Google or Facebook, instant account recovery through email, predictable transaction costs, and familiar interaction patterns across platforms. Users have become accustomed to frictionless digital experiences that just work.

Web3, by contrast, introduces entirely new paradigms requiring users to manage cryptographic wallets, understand blockchain concepts, navigate multiple networks, pay variable gas fees, and take full custody of their assets. This represents a fundamental departure from familiar patterns, creating immediate friction.

Core Challenges Plaguing Web3 UX

1. Complex Onboarding and Wallet Setup

The first interaction with most decentralized applications asks users to "Connect Wallet." If you don't have MetaMask or another compatible wallet, you're stuck before even beginning. This creates an enormous barrier to entry where Web2 simply asks for an email address.

Setting up a Web3 wallet requires understanding seed phrases—12 to 24 random words that serve as the master key to all assets. Users must write these down, store them securely, and never lose them, as there's no "forgot password" option. One mistake means permanent loss of funds.

Most DeFi platforms and crypto wallets nowadays still have cumbersome and confusing interfaces for wallet creation and management. The registration process, which in Web2 takes seconds through social login options, becomes a multi-step educational journey in Web3.

2. Technical Jargon and Blockchain Complexity

Most challenges in UX/UI design for blockchain stem from lack of understanding of the technology among new users, designers, and industry leaders. Crypto jargon and complex concepts of the decentralized web make it difficult to grasp product value and master new ways to manage funds.

Getting typical users to understand complicated blockchain ideas represents one of the main design challenges. Concepts like wallets, gas fees, smart contracts, and private keys must be streamlined without compromising security or usefulness—a delicate balance few projects achieve successfully.

The blockchain itself is a complex theory requiring significant learning to fully understand. Web3 tries converting this specialized domain knowledge into generalist applications where novices should complete tasks successfully. When blockchain products first started being developed, most were created by experts for experts, resulting in products with extreme pain points, accessibility problems, and complex user flows.

3. Multi-Chain Fragmentation and Network Switching

Another common headache in Web3 is managing assets and applications across multiple blockchains. Today, it's not uncommon for users to interact with Ethereum, Polygon, Solana, or several Layer 2 solutions—all in a single session.

Unfortunately, most products require users to manually switch networks in wallets, manually add new networks, or rely on separate bridges to transfer assets. This creates fragmented and confusing experiences where users must understand which network each asset lives on and how to move between them.

Making users distinguish between different networks creates unnecessary cognitive burden. In Web2, users never think about which server hosts their data—it just works. Web3 forces constant network awareness, breaking the illusion of seamless interaction.

4. Unpredictable and Confusing Gas Fees

Transaction costs in Web3 are variable, unpredictable, and often shockingly expensive. Users encounter sudden, unexplained fees that can range from cents to hundreds of dollars depending on network congestion. There's no way to know costs precisely before initiating transactions, creating anxiety and hesitation.

Web3 experiences generally run on public chains, leading to scalability problems as multiple parties make throughput requests. The more transactions that occur, the higher gas fees become—an unsustainable model as more users adopt applications.

Users shouldn't have to worry about paying high gas fees as transaction costs. Web2 transactions happen at predictable costs or are free to users, with businesses absorbing payment processing fees. Web3's variable cost structure creates friction at every transaction.

5. Irreversible Transactions and Error Consequences

In Web2, mistakes are forgivable. Sent money to the wrong person? Contact support. Made a typo? Edit or cancel. Web3 offers no such mercy. Blockchain's immutability means transactions are permanent—send crypto to the wrong address and it's gone forever.

This creates enormous anxiety around every action. Users must triple-check addresses (long hexadecimal strings impossible to memorize), verify transaction details, and understand that one mistake could cost thousands. The nerve-wracking experience of making first crypto transactions drives many users away permanently.

6. Lack of Customer Support and Recourse

Web2 platforms offer customer service: live chat, email support, phone numbers, and dispute resolution processes. Web3's decentralized nature eliminates these safety nets. There's no one to call when things go wrong, no company to reverse fraudulent transactions, no support ticket system to resolve issues.

This absence of recourse amplifies fear and reduces trust. Users accustomed to consumer protections find Web3's "code is law" philosophy terrifying rather than empowering, especially when their money is at stake.

7. Poor Error Handling and Feedback

Web3 applications often provide cryptic error messages that technical users struggle to understand, let alone mainstream audiences. "Transaction failed" without explanation, "insufficient gas" without context, or blockchain-specific error codes mean nothing to average users.

Good UX requires clear, actionable feedback. Web2 applications excel at this—telling users exactly what went wrong and how to fix it. Web3 frequently leaves users confused, frustrated, and unable to progress.

8. Inconsistent Design Patterns and Standards

Crypto designs are easily recognizable by dark backgrounds, pixel art, and Web3 color palettes. But when hundreds of products have the same mysterious look, standing out while maintaining blockchain identity becomes challenging.

More problematically, there are no established UX patterns for Web3 interactions. Unlike Web2, where conventions like hamburger menus, shopping carts, and navigation patterns are universal, Web3 reinvents wheels constantly. Every application handles wallet connections, transaction confirmations, and network switching differently, forcing users to relearn basic interactions repeatedly.

9. Developer-Driven Rather Than User-Centric Design

The problem with most DeFi startups and Web3 applications is that they're fundamentally developer-driven rather than consumer-friendly. When blockchain products first launched, they were created by technical experts who didn't invest effort in user experience and usability.

This technical-first approach persists today. Products prioritize blockchain purity, decentralization orthodoxy, and feature completeness over simplicity and accessibility. The result: powerful tools that only experts can use, excluding the masses these technologies purportedly serve.

10. Privacy Concerns in User Research

The Web3 revolution caught UI/UX designers by surprise. The Web3 community values privacy and anonymity, making traditional user research challenging. How do you design for someone you don't know and who deliberately stays anonymous?

Researching without compromising user privacy becomes complex, yet dedicating time to deep user exploration remains essential for building products that resonate with actual needs rather than developer assumptions.

Why These Challenges Persist in 2025

Despite years of development and billions in funding, Web3 UX remains problematic for several structural reasons:

  • Technical Constraints: Blockchain's decentralized architecture inherently creates friction. Distributed consensus, cryptographic security, and immutability—the features making Web3 valuable—also make it complex.
  • Rapid Evolution: Due to rapid progress in Web3 technology, UX designers face unique challenges building interfaces that can adapt to new standards, protocols, and developments without complete redesigns. They must plan for future innovations while maintaining consistent experiences.
  • Limited UX Talent: Many UX designers still aren't into Web3, making it hard to understand and convey the value of innovative crypto products. The talent gap between Web2 UX expertise and Web3 understanding creates suboptimal design outcomes.
  • Economic Incentives: Early Web3 projects targeted crypto-native users who tolerated poor UX for technology benefits. Building for mainstream users requires different priorities and investments that many projects defer.

The Path Forward: Solutions Emerging in 2025

Despite challenges, innovative solutions are emerging to bridge the Web3 UX gap:

Account Abstraction and Smart Wallets

Modern crypto wallets embrace account abstraction enabling social recovery (using trusted contacts to restore access), seedless wallet creation via Multi-Party Computation, and biometric logins. These features make self-custody accessible without sacrificing security.

Email-Based Onboarding

Forward-looking approaches use email address credentials tied to Web3 wallets. Companies like Magic and Web3Auth create non-custodial wallets behind familiar email login interfaces using multi-party compute techniques, removing seed phrases from user experiences entirely.

Gasless Transactions

Some platforms absorb transaction costs or implement Layer 2 solutions dramatically reducing fees, creating predictable cost structures similar to Web2.

Unified Interfaces

Progressive platforms abstract blockchain complexity, presenting familiar Web2-like experiences while handling Web3 mechanics behind the scenes. Users interact through recognizable patterns without needing to understand underlying technology.

Discover Crypto Gems with Token Metrics AI

Discover Crypto Gems with Token Metrics AI

Token Metrics uses AI-powered analysis to help you uncover profitable opportunities in the crypto market. Get Started For Free

The Future of Web3 UX

The ultimate success of Web3 hinges on user experience. No matter how revolutionary the technology, it will remain niche if everyday people find it too confusing, intimidating, or frustrating. Gaming, FinTech, digital identity, social media, and publishing will likely become Web3-enabled within the next 5 to 10 years—but only if UX improves dramatically.

UX as a competitive advantage, early design focus, and convergence with Web2 patterns are critical strategies for adoption. Designing for education and familiarity helps build trust, making blockchain invisibly integrated into daily digital interactions.

Conclusion: From Barrier to Bridge

Web3 UX remains significantly inferior to Web2 in 2025 due to fundamental challenges: complex onboarding, technical jargon, multi-chain fragmentation, unpredictable fees, irreversible errors, lack of support, poor feedback, inconsistent patterns, developer-centric design, and constrained user research. These stem from blockchain's architectural realities and the technical origins of the ecosystem. However, emerging solutions like account abstraction, email onboarding, gasless transactions, and unified interfaces demonstrate that blockchain’s power can be delivered through familiar and accessible user experiences.

Platforms like Token Metrics exemplify how prioritizing user needs and abstracting complexity enables mainstream adoption. To succeed, designers and developers must focus on user-centric principles, continuously adapting technology to meet user expectations rather than forcing users to adapt to blockchain complexities. The future belongs to platforms that make blockchain invisible, delivering benefits seamlessly and intuitively. As 2025 progresses, the gap between Web2 and Web3 UX will narrow, driven by competition, standardization, and the recognition that accessibility is key to success. Leveraging platforms like Token Metrics provides a glimpse of this user-friendly future, where powerful blockchain capabilities enhance everyday digital life without requiring technical expertise or patience.

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
About Token Metrics
Token Metrics: AI-powered crypto research and ratings platform. We help investors make smarter decisions with unbiased Token Metrics Ratings, on-chain analytics, and editor-curated “Top 10” guides. Our platform distills thousands of data points into clear scores, trends, and alerts you can act on.
30 Employees
analysts, data scientists, and crypto engineers
Daily Briefings
concise market insights and “Top Picks”
Transparent & Compliant
Sponsored ≠ Ratings; research remains independent
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Top 10 Pump.fun Livestream Tokens by Market Cap

Token Metrics Team
10 min read

Market Cap Rankings for Pump.fun Livestream Tokens

Market Cap represents the circulating valuation of a token. For livestream tokens on Pump.fun, market cap provides a fast way to compare where capital has concentrated, and which communities have built sustained traction. This post references pump.fun crypto context where relevant.

This ranking selects the top 10 Pump.fun tokens by Market Cap from the provided screenshots. Numbers, tickers, and dates are kept exactly as shown, and any missing datapoints are marked with a dash.

Methodology and Secondary Signals

Market cap is a snapshot of attention and liquidity at a point in time. We also track engagement rate and seven-day retention as complementary signals of durability.

When market cap pairs with strong engagement and retention, Pump.fun projects tend to sustain momentum longer. For discovery, some readers follow pump.fun trending tokens and pump.fun new token launches to compare momentum.

Token Metrics Live (TMLIVE): Research-Backed Analysis Enters Pump.fun

While most Pump.fun livestream tokens center on memes, gaming, or creator personalities, Token Metrics Live (TMLIVE) brings a different approach, research-driven market analysis backed by 7 years of consistent crypto content and a 500K+ audience.

TMLIVE launched on Pump.fun on November 4, 2024, capturing 876 holders in its first 22 hours. The token reached an ATH market cap of $291.7K with $1.7M in 24-hour volume, demonstrating strong initial adoption from both the existing Token Metrics community of 100,000+ platform users and new Pump.fun participants.

The team behind TMLIVE has a proven track record in identifying market opportunities early, including coverage of MATIC and Helium in 2018, both became significant market winners. This credibility factor differentiates TMLIVE from hype-driven tokens, positioning it as a substance-over-speculation play in the Pump.fun livestream space.

This blog ranks the top 10 Pump.fun livestream tokens by holder count, examining how community distribution patterns reveal different engagement strategies and durability signals across the ecosystem.

TLDR: Top Pump.fun Token Highlights

  • GeorgePlaysClashRoyale leads by a wide margin at $45.2M MC, followed by Codec Flow at $17.1M.
  • Mid-tier projects like Tokabu, Chill House, VampCatCoin, and PUMPCade cluster in the $5 to $7M range.
  • New XAI gork shows strong 24H momentum (+41.33 percent) despite a smaller $1.6M MC.
  • DraperTV posts the largest 24H move among mid-caps at +93.83 percent.
  • Token Metrics Live is new with $49.5K MC and early holder growth. For context on valuation, readers often check pump.fun token price or pump.fun price on public pages before comparing caps.

Leaderboard: Pump.fun Tokens by Market Cap

Note, data is taken from screenshots at the time of capture. Reference signals like pump.fun trending tokens 24h gain holders volume for additional context.

 

Benchmarks to Watch for Pump.fun Livestream Success

  • Peak concurrent viewers
  • Average watch time
  • Chat messages per minute
  • Follower conversion rate from viewers
  • Seven day retention versus launch day

Use these to compare Pump.fun projects beyond market cap. If a data point is not visible in public screenshots, mark it with a dash in the table.

The distribution shows a clear long tail. One mega cap leader, one strong upper mid cap, then a cluster between $3.9M and $7.2M. Several mid caps display notable 24H moves, suggesting active communities and recent stream driven interest.

What Each Pump.fun Livestream Token Does

GeorgePlaysClashRoyale (Clash): Creator Gaming Stream

Watch George play the game Clash Royale on Pump.fun livestreams. Community interest is driven by creator led live content and regular gameplay moments that translate to token engagement. As a pump.fun coin on Solana, the appeal is creator first.

Quick facts: chain = Solana, status = live, milestone = ATH $87.9M shown

 

https://pump.fun/coin/6nR8wBnfsmXfcdDr1hovJKjvFQxNSidN6XFyfAFZpump 

Codec Flow (CODEC): Infrastructure for AI Agents

On demand cloud desktops infrastructure for AI agents. The Codec Flow narrative centers on AI tooling and always on compute for agents using streamed engagement.

Quick facts: chain = Solana, status = live, milestone = ATH $47.2M shown

 

https://pump.fun/coin/69LjZUUzxj3Cb3Fxeo1X4QpYEQTboApkhXTysPpbpump 

The Spirit of Gambling (Tokabu): Meme Character with Gambling Motif

"I am Tokabu, the spirit of gambling." The Tokabu project leans into a playful narrative and steady Pump.fun live presence.

Quick facts: chain = Solana, status = live, milestone = ATH $78.1M shown

 

https://pump.fun/coin/H8xQ6poBjB9DTPMDTKWzWPrnxu4bDEhybxiouF8Ppump 

Chill House (CHILLHOUSE): Community Meme with Cozy Theme

"Just a chill house." The Chill House theme suggests community vibes and frequent participation during Pump.fun streams.

Quick facts: chain = Solana, status = live, milestone = ATH $31.6M shown

 

https://pump.fun/coin/GkyPYa7NnCFbduLknCfBfP7p8564X1VZhwZYJ6CZpump

VampCatCoin (VCC): Cute Vampire Cat Meme

Cats and campy vampire aesthetics drive the VampCatCoin meme. Community humor and recurring references keep engagement high during Pump.fun streams.

Quick facts: chain = Solana, status = live, milestone = ATH $7.4M shown

 

https://pump.fun/coin/9x5CLPb3SeYSBKvautqpJWPjX9TUCVcWTS12Xawapump

PUMPCADE (PUMPCade): Arcade Mini Games Inside Live Chat

"Play arcade games with others in a Pump.fun live chat and win." The hook is interactive gameplay blended with streaming.

Quick facts: chain = Solana, status = live, milestone = ATH $9.3M shown

 

https://pump.fun/coin/Eg2ymQ2aQqjMcibnmTt8erC6Tvk9PVpJZCxvVPJz2agu

The Official 67 Coin (67): Creator and Fan Coin

The 67 Coin meme centers on a creator identity and fan-driven momentum on Pump.fun.

Quick facts: chain = Solana, status = live, milestone = ATH $8.0M shown 

https://pump.fun/coin/9AvytnUKsLxPxFHFqS6VLxaxt5p6BhYNr53SD2Chpump

DraperTV (DTV): Media and Community Token

"Welcome to Draper TV, a pioneering hub for startup innovation." The DraperTV token sits at the intersection of media, startups, and community engagement during Pump.fun streams.

Quick facts: chain = Solana, status = live, milestone = ATH $21.5M shown

 

https://pump.fun/coin/CPLTbYbtDMKZtHBaPqdDmHjxNwESCEB14gm6VuoDpump

New XAI gork (gork): Minimal Meme

No description available. Project details unclear at time of writing.

Quick facts: chain = Solana, status = live, milestone = ATH $100.9M shown 

https://pump.fun/coin/38PgzpJYu2HkiYvV8qePFakB8tuobPdGm2FFEn7Dpump

Token Metrics Live (TMLIVE): Media and Live Coverage Token

Token Metrics Live: real-time, data-driven crypto analysis with token breakdowns and live Q&A. 7 years streaming, 500K+ audience. We turn on-chain signals into strategy, actionable insights, smart tools, and a learning community.. TMLIVE powers Token Metrics live coverage and community streams on Pump.fun.

Authority and substance tend to win on Pump.fun. Consistent analyst-led segments, live screening, and real Q and A-drive engagement that lasts beyond a single meme spike.

Quick facts: chain = Solana, status = Created 22 h ago, milestone = ATH $291.7K shown

 

https://pump.fun/coin/8Dxpc8Q8jg7TK8TT1pVntcqunHGofqpetCaP5fEhpump

Signals From Market Cap Performance

  • Higher Market Cap tends to coincide with creator led narratives and sustained streaming cadence on Pump.fun. Several tokens in the $5 to $7M range show steady 24H gains, suggesting ongoing participation rather than one off spikes.
  • Smaller caps with large percentage moves (for example gork and DTV) indicate where attention may be rotating intra day.
  • Market Cap alone does not imply durability, so pairing this view with holders, viewers, and fees is essential. Some readers also track pump.fun solana new tokens feeds for rotation clues.

Additional Signals to Watch for Pump.fun Token Success

  • Structured segments and interactive formats increase average watch time and chat velocity, which correlate with healthier communities after launch.
  • Clear expectations and transparent messaging improve seven day retention compared with hype only streams.
  • Multi channel amplification across X, Telegram, Discord, and email consistently lifts day one reach and discovery for Pump.fun tokens.

Why This Matters for Creators and Traders

  • Creators can design Pump.fun launches around consistent live segments and clear narratives. The leaders here demonstrate how personality, interactivity, or utility themes can carry Market Cap beyond a single hype window.
  • Traders can use Market Cap to quickly size a Pump.fun token's current standing, then layer in Avg Viewers, holders, and fees to judge staying power and crowd quality.

Creator Playbook: Turn Market Cap into Staying Power

  1. Build a real audience first with four to eight weeks of consistent shows on Pump.fun.
  2. Run a structured show for forty five to sixty minutes with clear segments.
  3. Deliver value beyond price talk with analysis, frameworks, and tools viewers can reuse.
  4. Invest in stable audio and video, use on screen CTAs, and make it easy to follow or subscribe.
  5. Coordinate X, Telegram, Discord, and email pushes, then measure results in real time and adjust.

Watch Real Time Coverage on TV Live

  • TV Live brings fast, reliable coverage of Pump.fun streams, token leaderboards, and community momentum. Catch live breakdowns, context on spikes, and interviews with creators.
  • CTA: Watch TV Live for real time crypto market news → TV Live Link
  • CTA: Follow and enable alerts → TV Live
  • For pump.fun news today and real-time breakdowns, watch Token Metrics Live.
Why Token Metrics Is Your Edge for Livestream Crypto Research

Use Token Metrics discovery tools, AI-powered data, and deep analyst research to compare Pump.fun tokens beyond price momentum. Tap into livestreamed daily crypto market intelligence, on-chain signals, and automated alerts to stay ahead of meme coin and Solana trend cycles. Join 100,000+ active users — try Token Metrics free.

FAQs About Pump.fun Livestream Token Market Caps

What non market cap signals matter most for Pump.fun token durability?

Engagement rate measured as messages per viewer per hour, average watch time, follower conversion from viewers, and seven day retention matter most for Pump.fun token durability. These show whether attention sticks once the stream ends.

What is the best way to track Pump.fun livestream leaders by Market Cap?

Use stalkchain.com/streams/scanner or Pump.fun token pages to view current market cap rankings. For historical context, save periodic screenshots to compare changes over time.

Does higher Market Cap predict higher future returns for Pump.fun tokens?

Higher Market Cap does not necessarily predict higher future returns. Market Cap reflects current valuation, not forward performance. Combine it with viewers, fees, and holder growth to evaluate momentum and resilience.

How often do Pump.fun token market cap rankings change?

Pump.fun token market cap rankings change intraday in many cases. This post reflects the timestamp of the provided screenshots.

what is pump.fun

Pump.fun is a Solana based launch and livestream platform where creators can launch tokens and stream to communities. It is a directory of coins and live shows with token pages, a feed, and basic discovery features.

how does pump.fun work

Creators launch a token and go live, viewers discover and watch streams, and token pages show public metrics. Always verify contract addresses on chain and avoid relying on unverified claims.

is pump.fun legit

Pump.fun is a widely used Solana site for token launches and streams. As with any crypto site, use caution, verify contracts, and never invest more than you can afford to lose.

how to make a coin on pump.fun / how to create a coin on pump.fun

On the pump.fun website, creators use the launch flow to create a token, provide basic details, and publish. Review the interface carefully and confirm on chain details before sharing links.

pump.fun program id solana / pump.fun solana program id / pump.fun program id

On Solana, a program ID identifies the deployed program that executes instructions. The program ID typically appears in developer tooling or Explorer views for the pump.fun contracts.

pump.fun api / pump.fun api docs / pump.fun api documentation

APIs let developers read public data like token lists or recent launches. Check official pump.fun documentation pages for endpoints and usage, then test carefully in a sandbox.

pump.fun bonding curve formula

A bonding curve describes how token price changes as supply increases. Many launch tools use curves that raise prices as more tokens are bought. This is educational only and not investment advice.

pump.fun airdrop

Airdrops are sometimes mentioned by communities. Treat any airdrop claims with caution and verify through official channels. There are no guarantees.

pump.fun price prediction

Price predictions are inherently uncertain and speculative. For education, compare public metrics and historical snapshots, and avoid relying on forecasts.

pump.fun coin / pump.fun token

These phrases generally refer to tokens launched on the site. Always verify token pages and on chain data.

pump.fun token price / pump.fun price / pump.fun pump price / pump.fun token pump price

Current price views are available on token pages. Prices change frequently during livestreams and may differ across aggregators.

pump.fun bot

Some users employ trading or alert bots to monitor launches and prices. Use third party tools with care and do not share private keys.

pump.fun revenue

Public pages sometimes describe fees and platform mechanics. Revenue models can include creator or platform fees documented on official resources.

teen pump.fun 250m khaliliwired / teen 50k pump.fun

These look like search phrases seen in community chatter. Treat unrelated viral terms with skepticism and rely on official project pages for facts.

pump.fun token bonding time raydium listing

Some launches discuss bonding or listing timelines. Check the specific token page or official posts for any Raydium listing details.

pump.fun logo

Logos typically appear on token or platform pages. Use official assets from the pump.fun website when available.

pump.fun website

Visit the main directory to explore streams, coin pages, and recent launches. Bookmark official links only.

Next Steps for Tracking Pump.fun Tokens

  • Subscribe to TV Live updates → [NEWSLETTER_OR_ALERTS_LINK]
  • Read the next leaderboard post in this series.
  • Join the community stream on Pump.fun if a link is provided.
  • Track viewer, chat, follow, and retention metrics for each token you monitor, then re rank your personal list every week.

Disclosure

Educational content only. Cryptocurrency involves risk. Always do your own research.

Research

How to Use x402 with Token Metrics: Composer Walkthrough + Copy-Paste Axios/HTTPX Clients

Token Metrics Team
9 min read

What You Will Learn — Two-Paragraph Opener

This tutorial shows you how to use x402 with Token Metrics in two ways. First, we will walk through x402 Composer, where you can run Token Metrics agents, ask questions, and see pay-per-request tool calls stream into a live Feed with zero code. Second, we will give you copy-paste Axios and HTTPX clients that handle the full x402 flow (402 challenge, wallet payment, automatic retry) so you can integrate Token Metrics into your own apps.

Whether you are exploring x402 for the first time or building production agent workflows, this guide has you covered. By the end, you will understand how x402 payments work under the hood and have working code you can ship today. Let's start with the no-code option in Composer.

Start using Token Metrics X402 integration here. https://www.x402scan.com/server/244415a1-d172-4867-ac30-6af563fd4d25 

Part 1: Try x402 + Token Metrics in Composer (No Code Required)

x402 Composer is a playground for AI agents that pay per tool call. You can test Token Metrics endpoints, see live payment settlements, and understand the x402 flow before writing any code.

What Is Composer?

Composer is x402scan's hosted environment for building and using AI agents that pay for external resources via x402. It provides a chat interface, an agent directory, and a real-time Feed showing every tool call and payment across the ecosystem. Token Metrics endpoints are available as tools that agents can call on demand.

Explore Composer: https://x402scan.com/composer

Step-by-Step Walkthrough

Follow these steps to run a Token Metrics query and watch the payment happen in real time.

  1. Open the Composer agents directory: Go to https://x402scan.com/composer/agents and browse available agents. Look for agents tagged with "Token Metrics" or "crypto analytics." Or check our our integration here. https://www.x402scan.com/server/244415a1-d172-4867-ac30-6af563fd4d25 
  2. Select an agent: Click into an agent that uses Token Metrics endpoints (for example, a trading signals agent or market intelligence agent). You will see the agent's description, configured tools, and recent activity.
  3. Click "Use Agent": This opens a chat interface where you can run prompts against the agent's configured tools.
  4. Run a query: Type a question that requires calling a Token Metrics endpoint, for example "Give me the latest TM Grade for Ethereum" or "What are the top 5 moonshot tokens right now?" and hit send.
  5. Watch the Feed: As the agent processes your request, it will call the relevant Token Metrics endpoint. Open the Composer Feed (https://x402scan.com/composer/feed) in a new tab to see the tool call appear in real time with payment details (USDC or TMAI amount, timestamp, status).

 

Composer agents directory: Composer Agents page: Each agent shows tool stack, messages, and recent activity.

 

Individual agent page: Agent detail page: View tools, description, and click "Use Agent" to start.

[INSERT SCREENSHOT: Chat interface]

Chat interface: Chat UI: Ask a question like "What are the top trading signals for BTC today?"

[INSERT SCREENSHOT: Composer Feed]

Composer Feed: Live Feed: Each tool call shows the endpoint, payment token, amount, and settlement status.

That is the x402 flow in action. The agent's wallet paid for the API call automatically, the server verified payment, and the data came back. No API keys, no monthly bills, just pay-per-use access.

Key Observations from Composer

  • Tool calls show the exact endpoint called (like /v2/tm-grade or /v2/moonshot-tokens)
  • Payments display in USDC or TMAI with the per-call cost
  • The Feed updates in real time, you can see other agents making calls across the ecosystem
  • You can trace each call back to the agent and message that triggered it
  • This is how agentic commerce works: agents autonomously pay for resources as needed

Part 2: Build Your Own x402 Client (Axios + HTTPX)

Now that you have seen x402 in action, let's build your own client that can call Token Metrics endpoints with automatic payment handling.

How x402 Works (Quick Refresher)

When you make a request with the x-coinbase-402 header, the Token Metrics API returns a 402 Payment Required response with payment instructions (recipient address, amount, chain). Your x402 client reads this challenge, signs a payment transaction with your wallet, submits it to the blockchain, and then retries the original request with proof of payment. The server verifies the settlement and returns the data. The x402-axios and x402 Python libraries handle this flow automatically.

Prerequisites

  • A wallet with a private key (use a testnet wallet for development on Base Sepolia, or a mainnet wallet for production on Base)
  • USDC or TMAI in your wallet (testnet USDC for testing, mainnet tokens for production)
  • Node.js 18+ and npm (for Axios example) or Python 3.9+ (for HTTPX example)
  • Basic familiarity with async/await patterns

Recommended Token Metrics Endpoints for x402

These endpoints are commonly used by agents and developers building on x402. All are pay-per-call with transparent pricing.

Full endpoint list and docs: https://developers.tokenmetrics.com 

Common Errors and How to Fix Them

Here are the most common issues developers encounter with x402 and their solutions.

Error: Payment Failed (402 Still Returned After Retry)

This usually means your wallet does not have enough USDC or TMAI to cover the call, or the payment transaction failed on-chain.

  • Check your wallet balance on Base (use a block explorer or your wallet app)
  • Make sure you are on the correct network (Base mainnet for production, Base Sepolia for testnet)
  • Verify your private key has permission to spend the token (no allowance issues for most x402 flows, but check if using a smart contract wallet)
  • Try a smaller request or switch to a cheaper endpoint to test

Error: Network Timeout

x402 requests take longer than standard API calls because they include a payment transaction. If you see timeouts, increase your client timeout.

  • Set timeout to at least 30 seconds (30000ms in Axios, 30.0 in HTTPX)
  • Check your RPC endpoint is responsive (viem/eth-account uses public RPCs by default, which can be slow)
  • Consider using a dedicated RPC provider (Alchemy, Infura, QuickNode) for faster settlement

Error: 429 Rate Limit Exceeded

Even with pay-per-call, Token Metrics enforces rate limits to prevent abuse. If you hit a 429, back off and retry.

  • Implement exponential backoff (wait 1s, 2s, 4s, etc. between retries)
  • Spread requests over time instead of bursting
  • For high-volume use cases, contact Token Metrics to discuss rate limit increases

Error: Invalid Header or Missing x-coinbase-402

If you forget the x-coinbase-402: true header, the server will treat your request as a standard API call and may return a 401 Unauthorized if no API key is present.

  • Always include x-coinbase-402: true in headers for x402 requests
  • Do not send x-api-key when using x402 (the header is mutually exclusive)
  • Double-check header spelling (it is x-coinbase-402, not x-402 or x-coinbase-payment)

Production Tips

  • Use environment variables for private keys, never hardcode them
  • Set reasonable max_payment limits to avoid overspending (especially with TMAI)
  • Log payment transactions for accounting and debugging
  • Monitor your wallet balance and set up alerts for low funds
  • Test thoroughly on Base Sepolia testnet before going to mainnet
  • Use TMAI for production to get the 10% discount on every call
  • Cache responses when possible to reduce redundant paid calls
  • Implement retry logic with exponential backoff for transient errors

Why This Matters for Agents

Traditional APIs force agents to carry API keys, which creates security risks and requires human intervention for key rotation and billing. With x402, agents can pay for themselves using wallet funds, making them truly autonomous. This unlocks agentic commerce where AI systems compose services on the fly, paying only for what they need without upfront subscriptions or complex auth flows.

For Token Metrics specifically, x402 means agents can pull real-time crypto intelligence (signals, grades, predictions, research) as part of their decision loops. They can chain our endpoints with other x402-enabled tools like Heurist Mesh (on-chain data), Tavily (web search), and Firecrawl (content extraction) to build sophisticated, multi-source analysis workflows. It is HTTP-native payments meeting real-world agent use cases.

FAQs

Can I use the same wallet for multiple agents?

Yes. Each agent (or client instance) can use the same wallet, but be aware of nonce management if making concurrent requests. The x402 libraries handle this automatically.

Do I need to approve token spending before using x402?

No. The x402 payment flow uses direct transfers, not approvals. Your wallet just needs sufficient balance.

Can I see my payment history?

Yes. Check x402scan (https://x402scan.com/composer/feed) for a live feed of all x402 transactions, or view your wallet's transaction history on a Base block explorer.

What if I want to use a different payment token?

Currently x402 with Token Metrics supports USDC and TMAI on Base. To request support for additional tokens, contact Token Metrics.

How do I switch from testnet to mainnet?

Change your viem chain from baseSepolia to base (in Node.js) or update your RPC URL (in Python). Make sure your wallet has mainnet USDC or TMAI.

Can I use x402 in browser-based apps?

Yes, but you will need a browser wallet extension (like MetaMask or Coinbase Wallet) and a frontend-compatible x402 library. The current x402-axios and x402-python libraries are designed for server-side or Node.js environments.

Next Steps

Disclosure

Educational and informational purposes only. x402 involves crypto payments on public blockchains. Understand the risks, secure your private keys, and test thoroughly before production use. Token Metrics does not provide financial advice.

Quick Links

About Token Metrics

Token Metrics provides powerful crypto analytics, signals, and AI-driven tools to help you make smarter trading and investment decisions. Start exploring Token Metrics ratings and APIs today for data-driven success.

Research

Our x402 Integration Is Live: Pay-Per-Call Access to Token Metrics—No API Key Required

Token Metrics Team
5 min read

Developers are already shipping with x402 at scale: 450,000+ weekly transactions, 700+ projects. This momentum is why our Token Metrics x402 integration matters for agents and apps that need real crypto intelligence on demand. You can now pay per API call using HTTP 402 and the x-coinbase-402 header, no API key required.

   _ 

Summary: Pay per API call to Token Metrics with x402 on Base using USDC or TMAI, set x-coinbase-402: true, and get instant access to trading signals, grades, and AI reports.

Check out the x402 ecosystem on Coingecko.

  

What You Get

Token Metrics now supports x402, the HTTP-native payment protocol from Coinbase. Users can call any public endpoint by paying per request with a wallet, eliminating API key management and upfront subscriptions. This makes Token Metrics data instantly accessible to AI agents, researchers, and developers who want on-demand crypto intelligence.

x402 enables truly flexible access where you pay only for what you use, with transparent per-call pricing in USDC or TMAI. The integration is live now across all Token Metrics public endpoints, from trading signals to AI reports. Here's everything you need to start calling Token Metrics with x402 today.

Quick Start

Get started with x402 + Token Metrics in three steps.

  1. Create a wallet client: Follow the x402 Quickstart for Buyers to set up a wallet client (Node.js with viem or Python with eth-account). Link: https://docs.cdp.coinbase.com/x402/docs/quickstart-buyers
  2. Set required headers: Add x-coinbase-402: true to any Token Metrics request. Optionally set x-payment-token: tmai for a 10% discount (defaults to usdc). Do not send x-api-key when using x402.
  3. Call any endpoint: Make a request to https://api.tokenmetrics.com/v2/[endpoint] with your wallet client. Payment happens automatically via x402 settlement.

That is it. Your wallet pays per call, and you get instant access to Token Metrics data with no subscription overhead.

Required Headers

  

Endpoint Pricing

Transparent per-call pricing across all Token Metrics public endpoints. Pay in USDC or get 10% off with TMAI.

  

  

  

  

All prices are per single call. Paying with TMAI automatically applies a 10% discount.

Try It on x402 Composer

If you want to see x402 + Token Metrics in action without writing code, head to x402 Composer. Composer is x402scan's playground for AI agents that pay per tool call. You can open a Token Metrics agent, chat with it, and watch real tool calls and USDC/TMAI settlements stream into the live Feed.

Composer surfaces active agents using Token Metrics endpoints like trading signals, price predictions, and AI reports. It is a great way to explore what is possible before you build your own integration. Link: https://x402scan.com/composer

Why x402 Changes the Game

Traditional API access requires upfront subscriptions, fixed rate limits, and key management overhead. x402 flips that model by letting you pay per call with a crypto wallet, with no API keys or monthly commitments. This is especially powerful for AI agents, which need flexible, on-demand access to external data without human intervention.

For Token Metrics, x402 unlocks agentic commerce where agents can autonomously pull crypto intelligence, pay only for what they use, and compose our endpoints with other x402-enabled tools like Heurist Mesh, Tavily, and Firecrawl. It is HTTP-native payments meeting real-world agent workflows.

What is x402?

x402 is an open-source HTTP-native payment protocol developed by Coinbase. It uses the HTTP 402 status code (Payment Required) to enable pay-per-request access to APIs and services. When you make a request with the x-coinbase-402 header, the server returns a payment challenge, your wallet signs and submits payment, and the server fulfills the request once settlement is verified.

The protocol runs on Base and Solana, with USDC and TMAI as the primary payment tokens. x402 is designed for composability, agents can chain multiple paid calls across different providers in a single workflow, paying each service directly without intermediaries. Learn more at the x402 Quickstart for Buyers: https://docs.cdp.coinbase.com/x402/docs/quickstart-buyers

FAQs

Do I need an API key to use x402 with Token Metrics?

No. When you set x-coinbase-402: true, your wallet signature replaces API key authentication. Do not send x-api-key in your requests.

Can I use x402 with a free trial or test wallet?

Yes, but you will need testnet USDC or TMAI on Base Sepolia (testnet) for development. Production calls require mainnet tokens.

How do I see my payment history?

Check x402scan for transaction logs and tool call history. Your wallet will also show outgoing USDC/TMAI transactions. Visit https://www.x402scan.com.

What happens if my wallet balance is too low?

The x402 client will return a payment failure before making the API call. Top up your wallet and retry.

Can I use x402 in production apps?

Yes. x402 is live on Base mainnet. Set appropriate spend limits and handle payment errors gracefully in your code.

Next Steps

Disclosure

Educational and informational purposes only. x402 involves crypto payments on public blockchains. Understand the risks, manage your wallet security, and test thoroughly before production use. Token Metrics does not provide financial advice.

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