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Market Cap Weighting vs Equal Weight: Why Top 100 Indices Outperform in Volatile Markets

Explore why market cap-weighted Top 100 crypto indices consistently outperform equal-weighted approaches in volatile markets—using data-driven insights, index construction fundamentals, and practical analysis.
Token Metrics Team
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Crypto markets are famous for their rapid swings and unpredictable conditions, making how you construct a portfolio especially critical. The debate between market cap weighting and equal weighting in constructing crypto indices has grown louder as the number of digital assets surges and volatility intensifies. Understanding these methodologies isn’t just academic—it fundamentally affects how portfolios respond during major upswings and downturns, and reveals why broad Top 100 indices consistently deliver different results than more concentrated or equally weighted approaches.

Introduction to Index Weighting

Index weighting determines how an index or portfolio reflects the value and performance of its constituents. Market cap weighting assigns higher weights to larger assets, closely mirroring the aggregate value distribution in the market—so leading tokens like Bitcoin and Ethereum impact the index more significantly. In contrast, equal weighting grants every asset the same allocation, regardless of size, offering a more democratized but risk-altered exposure. Recognizing these differences is fundamental to how risk, diversification, and upside potential manifest within an index, and to how investors participate in the growth trajectory of both established and up-and-coming crypto projects.

Market Cap Weighting Explained: Following Market Consensus

Market cap weighting is a methodology that allocates index proportions according to each asset’s market capitalization—bigger assets, by value, represent a greater portion in the index. For instance, in a Top 100 market cap-weighted index, Bitcoin could make up more than half the portfolio, followed by Ethereum, while the remaining tokens are weighted in line with their market caps.

This approach naturally adjusts as prices and sentiment shift: assets rising in value get larger weights, while those declining are reduced automatically. It removes subjective bias and reflects market consensus, because capitalization is a product of price and token supply, responding directly to market dynamics.

Token Metrics’ TM Global 100 Index is a strong example of advanced market cap weighting tailored to crypto. This index goes beyond mere size by filtering for quality through AI-derived grades—evaluating momentum and long-term fundamentals from over 80 data points. Each week, the index rebalances: new leaders enter, underperformers exit, and proportions adapt, ensuring continuous adaptation to the current market structure. The result is a strategy that, like broad-based indices in traditional equities, balances widespread exposure and efficient updates as the crypto landscape evolves.

Equal Weighting Explained: Democratic Allocation

Equal weighting gives the same allocation to each index constituent, regardless of its market cap. Thus, in an equal-weighted Top 100 index, a newly launched token and a multi-billion-dollar asset both make up 1% of the portfolio. The intention is to provide all assets an equal shot at impacting returns, potentially surfacing emerging opportunities that traditional weighting may overlook.

This approach appeals to those seeking diversification unconstrained by market size and is featured in products like the S&P Cryptocurrency Top 10 Equal Weight Index. In traditional finance and crypto alike, equal weighting offers a different pattern of returns and risk, putting more emphasis on smaller and emerging assets and deviating from market cap heavy concentration.

The Volatility Performance Gap: Why Market Cap Wins

Empirical research and live market experience reveal that during high volatility, Top 100 market cap-weighted indices tend to outperform equal-weighted alternatives. Key reasons include:

  • Automatic Risk Adjustment: As prices fall, particularly for small caps, their market cap—and thus their weight—shrinks. The index reduces exposure naturally, mitigating the impact of the worst performers. Equal weighting, conversely, maintains exposure through rebalancing, meaning losses from declining assets can be compounded.
  • Liquidity Focus: In turbulent periods, trading activity and liquidity typically concentrate in larger assets. Market cap indices concentrate exposure where liquidity is highest, avoiding excessive trading costs. Equal-weighted strategies must buy and sell in less liquid assets, exposing portfolios to higher slippage and trading costs.
  • Volatility Drag: Equal weighting can lock portfolios into frequent reallocations and face "volatility drag," where assets with wild swings undermine cumulative returns. Market cap approaches allow losers and winners to move more organically, reducing forced transactions.
  • Correlation Surge: As overall market stress increases, assets move more in sync, reducing the theoretical diversification benefit of equal weighting. Analytical data—including insights from Token Metrics—shows that correlation spikes increase downside risk in equal-weighted portfolios that hold more high-volatility assets.

The Top 100 Advantage: Breadth Without Excessive Complexity

Why use 100 constituents? The Top 100 format achieves a practical balance between breadth and manageability. It captures a full cross-section of the crypto universe, allowing exposure to leading narratives and innovations, from AI tokens to Real-World Assets (RWAs), as demonstrated repeatedly throughout recent crypto cycles.

Research from Token Metrics highlights that Top 100 indices regularly outperform more concentrated Top 10 indices, thanks in large part to diversified participation in mid-caps following current narratives. The structure enables timely adaptation as capital and attention shift, while the weekly rebalance limits excessive trading.

Operationally, equal weighting becomes logistically complex with 100 assets—it demands near-constant buying and selling as each asset’s price changes. Market cap weighting, meanwhile, achieves most rebalancing automatically via price movement, minimizing execution costs and slippage risk.

Active Factor Risk Consideration

Active factor risk describes how certain characteristics—such as size, sector, or style—can disproportionately impact portfolio returns. Market cap weighting naturally leans toward large caps and leading sectors, making portfolios sensitive to concentration in just a few dominant names. Equal weighting dilutes this, granting more space to smaller, sometimes riskier assets, and can help offset sector concentration. Understanding these dynamics helps portfolio builders balance the trade-offs between diversification, risk, and performance objectives, and highlights the importance of methodological transparency in index design.

When Equal Weighting Makes Sense: The Exception Cases

While market cap weighting often excels in volatile conditions, equal weighting can be appropriate in specific situations:

  • Small, Stable Universes: Indexes tracking just a couple of mega-cap assets (e.g., Bitcoin and Ethereum) can use equal weighting to avoid over-concentration without rebalancing becoming unwieldy.
  • Conviction in Mid-Caps: If analysts strongly believe that mid-cap assets are poised to outperform, equal weighting can intentionally overweight them compared to a cap-weighted approach, though this is an active rather than passive bet.
  • Bull Market Rallies: In sustained, high-correlation upswings, equal weighting may capture upside from small and mid-caps that experience outsized gains. However, these periods are less common in crypto’s turbulent history.

It is crucial to recognize that equal weighting is not fundamentally lower in risk—it simply shifts risk to different parts of the token universe.

Token Metrics’ Intelligent Implementation

Token Metrics integrates multiple layers of process innovation into the market cap weighted paradigm:

  • AI-Powered Filtering: Projects receive scores for both short-term momentum and long-term fundamentals, excluding assets with artificially inflated caps or dubious quality.
  • Regime Switching: Proprietary indicators identify macro bull or bear phases, adapting the index’s allocation towards risk-off assets when appropriate.
  • Optimized Rebalancing: Weekly updates balance responsiveness and cost efficiency, unlike daily or bi-weekly schemes that may increase trading expenses.
  • Transparency: Users can view holdings, rebalancing logs (including associated fees), and methodology, supporting operational clarity and trust.

The Mathematical Reality: Expected Value in Volatile Markets

Market cap weighting’s core advantage is its mathematical fit for volatile markets:

  • Compounding Winners: Assets on a growth trajectory automatically gain additional index weight, reinforcing positive momentum and compounding returns.
  • Reducing Losers: Projects declining in value are swiftly de-prioritized, reducing their drag on the overall portfolio and sidestepping repeated reinvestment in underperformers.
  • Lower Transaction Costs: Because market cap indices require fewer forced trades, especially amid volatility, the cost of index maintenance is consistently reduced compared to equal-weighted alternatives.

Practical Implications for Investors

For those seeking systematic exposure to the digital asset market—regardless of whether they adopt an active or passive approach—the data leans toward broad, market cap-weighted Top 100 methodologies. These strategies enable:

  • Risk-Adjusted Performance: Improved Sharpe ratios, as exposure aligns with the risk-reward profiles present in the market ecosystem.
  • Operational Simplicity: Fewer required adjustments, manageable trade sizes, and streamlined operational execution.
  • Behavioral Discipline: Avoiding emotional rebalancing or systematic reinvestment in declining assets.
  • Scalability: The model accommodates growth in assets under management without running into liquidity barriers posed by small-cap constituents.

The TM Global 100 Index by Token Metrics embodies these features—melding market cap logic with quality assessment, modern rebalancing, regime-aware management, and transparency for users of all expertise levels. Parallels with traditional equity indexing further validate these approaches as effective in a range of asset classes.

Conclusion: Methodology Matches Market Reality

The consistent outperformance of market cap-weighted Top 100 indices is the result of a methodology attuned to crypto’s structural realities. By tracking consensus, managing drawdowns, enabling liquidity, and reducing unnecessary trading, market cap weighting provides a systematic defense against the chaos of volatile markets.

Contemporary implementations, such as those from Token Metrics, optimize these benefits through AI-backed analytics, smart rebalancing, and rigorous quality metrics—delivering robust and scalable exposure for institutional and retail users alike. In crypto, where sharp volatility and fast-evolving narratives are the norm, index construction methodology truly determines which approaches endure through all market cycles.

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FAQ: What is market cap weighting in crypto indices?

Market cap weighting means each constituent’s index representation is proportional to its market value. In practice, this gives larger, more established crypto assets greater influence over index returns. This approach tracks aggregate market sentiment and adjusts automatically as prices move.

FAQ: How does equal weighting differ from market cap weighting?

Equal weighting assigns each asset the same index share, no matter its relative size. While this offers exposure to smaller projects, it increases both diversification and the risk associated with less-established, and often more volatile, tokens. Unlike market cap weighting, it does not adjust based on market value dynamics.

FAQ: Why do market cap-weighted Top 100 indices outperform in volatile markets?

In volatile conditions, market cap weighting reduces portfolio exposure to sharply declining, illiquid, or high-risk tokens, while equal weighting requires ongoing investments in assets regardless of their decline. This difference in automatic risk reduction, transaction costs, and compounding effect yields stronger downside protection and risk-adjusted results.

FAQ: Does equal weighting ever outperform market cap weighting?

Equal weighting can outperform during certain sustained bull markets or in small, stable universes where concentrated risk is a concern. However, over longer periods and during volatility spikes, its frequent rebalancing and mid-cap emphasis usually result in higher risk and potentially lower net returns.

FAQ: How does Token Metrics enhance crypto index construction?

Token Metrics blends market cap weighting with AI-based quality filtering, adaptive rebalancing based on market regimes, and full transparency on holdings and methodology. This modern approach aims to maximize exposure to high-potential tokens while managing drawdown and operational risks.

Disclaimer

This article is for informational and educational purposes only and does not constitute investment, financial, or trading advice. Cryptocurrency markets are highly volatile and subject to rapid change. Readers should conduct their own research and consult professional advisors before making any investment decisions. Neither the author nor Token Metrics guarantees the accuracy, completeness, or reliability of the information provided herein.

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What Is the MCP Server? Exploring Token Metrics’ Model Context Protocol API and Integrations

Token Metrics Team
8 min

In today’s fast-moving crypto market, one truth has become clear: data is not enough—intelligence is everything. Traders, developers, and crypto-native builders are overwhelmed with fragmented tools, inconsistent APIs, and incompatible formats. That's where the Token Metrics Crypto MCP Server changes the game.

In this article, we’ll explore what the MCP Server is, how Token Metrics MCP services work, and how this innovative platform is integrated with leading tools like OpenAI Agents SDK, Windsurf, Cursor AI, Zapier, QuickNode, and Cline. If you’re building in crypto, this guide will show you how to unify your stack, streamline development, and unlock the full power of AI-powered crypto analytics.

What Is the Token Metrics MCP Server?

The MCP Server stands for Model Context Protocol—a lightweight gateway designed by Token Metrics to solve one of the crypto industry’s most persistent problems: tool fragmentation.

From ChatGPT-style agents to desktop dashboards, IDE assistants, and CLI tools, every crypto developer or trader juggles multiple keys, schemas, and inconsistent API responses. The MCP Server solves this by acting as a single interface that translates requests from any client into one canonical crypto data schema—all while sharing the same API key and authentication.

In Simple Terms:

  • Paste your key once.
  • Every tool—OpenAI, Claude, Windsurf, Cursor, Cline—gets access to the same data.
  • No more rewriting requests, managing multiple schemas, or troubleshooting mismatched results.

Why Use the MCP Server Instead of Separate APIs?

Here’s why Token Metrics MCP is a breakthrough:

This is more than a convenience—it’s a productivity multiplier for any serious crypto developer or trader.

Token Metrics API: Intelligence Beyond Price Charts

At the core of the MCP Server lies the Token Metrics Crypto API—an industry-leading data source used by funds, traders, DAOs, and builders worldwide.

Key Features:

  • Trader & Investor Grades: AI-powered indicators that rank tokens based on performance potential.
  • Bullish/Bearish Signals: Predictive entries and exits, generated using real-time market conditions.
  • Quant Metrics: Sharpe Ratio, Value at Risk, Volatility Scores, and more.
  • Support & Resistance Levels: Updated dynamically as markets move.
  • AI Sentiment Analysis: Tracks social, on-chain, and momentum signals across narratives.

The API covers 6,000+ tokens across chains, sectors, and market caps—providing both raw and AI-processed data.

MCP Server Integrations: Powering the Future of Autonomous Crypto Tools

Here’s how MCP connects seamlessly with today’s top tools:

1. OpenAI Agents SDK And Token Metrics MCP

OpenAI’s Agents SDK is a new developer-friendly framework for building autonomous AI workflows—like trading bots and research assistants. When integrated with MCP, developers can:

  • Build agents that call Token Metrics tools (Trader Grade, Risk Score, Signals)
  • Share memory across model calls
  • Route responses to dashboards, bots, or UIs

Result: An end-to-end autonomous crypto agent powered by real-time, AI-grade intelligence—without needing a full backend.

2. Windsurf And Token Metrics: Live Dashboards with AI Signals

Windsurf is an automation-first IDE that allows instant deployment of crypto dashboards. Using MCP, Token Metrics powers:

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Windsurf helps you turn Token Metrics signals into live, interactive intelligence—without code bloat or lag.

3. Cursor AI And Token Metrics MCP: Prompt-Driven Agent Development

Cursor is an AI-native IDE where you can write trading logic and agents through plain English prompts. Integrated via MCP, developers can:

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Use case: Build a working DeFi trading agent that watches Trader Grade flips, sentiment surges, and cluster breakouts—no manual research needed.

4. Cline (Roo Code) And Token Metrics: Conversational Bot Building

With Cline’s Roo Code extension inside VS Code, you can:

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Thanks to MCP, every API call is pre-authenticated, normalized, and accessible in seconds.

MCP for Teams: Research to Execution in One Stack

The real power of MCP comes from its multi-client coordination. Here’s what that looks like in practice:

Step 1: Analyst asks Claude or ChatGPT:
“Show me the top 5 mid-cap AI tokens with rising grades.”

Step 2: Windsurf pulls a live shortlist with price/sentiment charts.

Step 3: Cursor spins up a trading script based on buy signals.

Step 4: Zapier posts a morning update to Telegram and Sheets.

Step 5: Cline runs backtests on yesterday’s performance.

Step 6: Tome updates your weekly investor pitch deck.

All powered by one API key. One schema. One MCP gateway.

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The Token Metrics Crypto MCP Server is more than an API gateway—it’s the backbone of a modern, AI-powered crypto development stack.

If you want to:

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Research

Altcoin Season Delayed? 2025 Crypto Market Cap Trends Explained

Token Metrics Team
8 min

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In 2025, much of the altcoin market remains subdued. Prices for many tokens are still down more than 90% from their all-time highs. Despite sporadic rallies and renewed interest in certain sectors like meme coins or AI, a broader altcoin season has yet to materialize. The question facing many crypto investors now is: why?

In this analysis, we explore the macro and structural reasons for altcoin underperformance, unpack the liquidity bottleneck, and discuss what might change this narrative going forward.

The Data: Altcoins Still Deep in the Red

By mid-2025, most altcoins remain far below their PEAQ valuations from the last cycle. While Bitcoin and a few select large caps have recovered or even set new highs, the broader altcoin ecosystem continues to lag. This decoupling is not new—it happens every cycle—but the magnitude and persistence this time are notable.

A combination of market structure changes and supply-side dynamics are likely responsible.

Why Liquidity Hasn’t Returned

The most critical variable is liquidity. In previous bull runs, altcoin rallies were fueled by large inflows of new capital. This fresh money—often speculative—moved quickly through different sectors, inflating valuations across the board.

Today, however, the crypto market cap sits at around $3.3 trillion, with only ~$300 billion in net new capital added since the start of the cycle. At the same time, there are far more tokens than ever before. This mismatch between capital and available supply has diluted flows and suppressed upside for all but the strongest assets.

Instead of every token catching a bid, capital is rotating selectively, often into Bitcoin, a few meme coins, or tokens associated with highly visible narratives.

Token Supply Has Exploded

One major shift is the sheer number of tokens now on the market. Since the last bull run, the number of tradable crypto assets has increased significantly—perhaps by an order of magnitude. Many of these tokens have little to no trading volume, real users, or sustained community.

This oversupply of assets creates a fragmented market where attention and liquidity are spread thin. As a result, the days of altcoin beta—when nearly every token would rally simply because “the market is up”—may be over.

Going forward, performance may rely more on fundamentals, usage, and real demand.

Sector Rotation Dominates

Rather than broad-based rallies, the market is experiencing sectoral rotations. Capital flows aggressively between narratives: from meme coins to AI tokens, then to DePIN, and perhaps next to RWAs or perpetual DEXs.

This “hot potato” behavior means even when a sector performs, it's often short-lived. Many traders chase the next hype wave rather than allocating with conviction. The result is volatility without trend sustainability, and thin liquidity across most altcoins.

Institutions Are Still Focused on Bitcoin

Another reason altcoins lag is that institutional interest remains centered on Bitcoin—and to a lesser extent, Ethereum. This is particularly true in 2025, as the regulatory landscape slowly becomes more defined and risk appetite stays muted.

Bitcoin continues to benefit from a macro narrative that positions it as a hedge against inflation, fiat instability, and geopolitical risk. With potential for further escalation in global conflicts and economic uncertainty, BTC is often the first and only crypto asset to attract serious inflows.

Until altcoins can offer a comparable use case or risk-adjusted return, institutional capital will likely remain concentrated in BTC.

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What Needs to Change

There are several potential catalysts that could eventually bring altcoins back into focus. These include:

  • Improved Liquidity: More capital entering crypto markets through new ETFs, stablecoin infrastructure, or sovereign adoption.
  • Macro Stabilization: A return to risk-on environments globally could expand investor appetite for high-beta crypto assets.
  • Real Usage: Tokens that can demonstrate strong on-chain revenue, user growth, or ecosystem traction may attract sustained demand.
  • Narrative Shifts: New technological breakthroughs or mass adoption events (e.g., consumer applications, financial integrations) could lead to renewed enthusiasm.
  • Token Burn and Scarcity: Projects that reduce supply through burns or buybacks may outperform in a low-liquidity world.

Avoiding the “Musical Chairs” Risk

An important takeaway from the current market environment is the growing risk of holding underperforming assets too long. The metaphor of “musical chairs” applies here—when the music stops, not all tokens will have a place.

Just as the dot-com bubble led to a major culling of internet companies, the crypto market may be undergoing a similar filtering process. Those with product-market fit, sustainable economics, and user adoption will likely survive. Others may not recover.

Bitcoin as the Benchmark

Bitcoin has become the benchmark asset for crypto, both in terms of performance and narrative. It remains the asset most closely tied to global macro conditions and institutional flows.

Its relative strength has made it a measuring stick for evaluating the rest of the market. Many altcoins are now being judged not just in fiat terms, but in BTC-relative performance. If they can’t outperform Bitcoin on a risk-adjusted basis, they may struggle to justify their place in portfolios.

Long-Term Outlook: Selective Optimism

Despite short-term underperformance, we remain open to altcoin opportunities—but with greater caution and selectivity. The current environment favors a “barbell strategy”: holding a core position in Bitcoin while selectively allocating to altcoins with verifiable traction.

This is no longer a market where every token rides the same wave. Success in 2025 likely comes from identifying the few that can break out due to clear product value, strong teams, and real-world adoption.

Conclusion

The altcoin market in 2025 reflects a maturing, more fragmented crypto ecosystem. The free liquidity and speculative exuberance of previous cycles have given way to a more competitive, filtered environment.

For investors and builders alike, this isn’t a reason to despair—but a reason to be more focused. As the market resets, those who adapt their frameworks to the new reality may find long-term success. The next wave of winners may already be building—quietly, under the surface.

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Announcements

Token Metrics Launches $200K Grant Program to Back Crypto Builders

Token Metrics Team
8 min

In an era where crypto is moving faster than ever, the next generation of innovation will be driven by bold builders who fuse AI with blockchain. Whether it’s a project that analyzes sentiment across the market, scores tokens with precision, or generates real-time trading signals—Token Metrics is here to fund the future.

That’s why we’re excited to announce the Token Metrics $200K Grant Program — a bold initiative to empower crypto innovators at any stage.

💾 Why We’re Launching This Grant

Crypto innovation has always thrived on open experimentation. But we know firsthand how tough it can be to go from idea to product. You need the right tools, data, support, and—yes—capital.

We’re opening the doors to all Web3 builders, researchers, hackers, and startup teams with one goal: to supercharge the creation of AI-powered crypto tools that change the game.

If you're building anything in:

  • Crypto market intelligence
  • Sentiment analysis
  • Token scoring systems
  • AI trading bots
  • On-chain analytics
  • DeFi strategy tools


then this program is for you.

🎁 What You Get

Here’s what each selected project receives:

✅ Up to $5,000 in Grants

No strings attached. We’re offering non-dilutive microgrants to help you push your project forward—whether it's hosting costs, engineering hours, or marketing.

✅ Free Access to Token Metrics API

You’ll get direct access to our AI-powered crypto data platform, including investor and trader grades, signal alerts, technical indicators, and more. Build with institutional-grade tools.

✅ Technical Support and Mentorship

Our engineering and product team is on standby to help you with integration, use cases, and product guidance. Get real feedback from people who live and breathe crypto trading and AI.

✅ Community of Builders

You’ll join a thriving ecosystem of developers, analysts, and AI tinkerers who are all solving similar challenges. Share feedback, collaborate, and level up together.

🛠 Who Can Apply?

The grant is open to all stages of projects:

  • 💡 Idea Stage – Have an idea and a plan to build? You’re eligible.
  • đŸ§Ș Beta/Prototype – Already building and testing? Let’s accelerate you.
  • 🚀 Launched Product – Need support to scale? We’re here for it.
  • 💰 Paying Users – Time to expand? We can help you get there faster.

No matter your background, location, or company size—if you’re building something innovative at the intersection of crypto + AI, we want to hear from you.

🌐 What You Can Build with the Token Metrics API

The possibilities are vast. Some ideas we’d love to see:

  • AI-powered Token Rating Tools – Use our Trader and Investor Grades to generate insights.
  • Crypto Sentiment Dashboards – Analyze and visualize market sentiment.
  • Trading Signal Generators – Build bots or dashboards using our buy/sell indicators.
  • Risk Analysis Engines – Combine our technical metrics with your models.
  • DeFi Portfolio Managers – Use our price predictions and volatility data to manage risk.
  • Educational Crypto Apps – Leverage our AI grades to teach users how to DYOR.

Want to create something we haven’t thought of? Even better.

📆 Timeline & Application

The $200K will be distributed over multiple rounds across 2025, with applications reviewed on a rolling basis.

Apply once and you’ll be considered for current and upcoming rounds.

Deadline: First batch review begins July 15, 2025.

👉 Apply here now

đŸ€ Why Build with Token Metrics?

At Token Metrics, we believe the future of investing is intelligent, data-driven, and decentralized. That’s why we’re opening up our core infrastructure—so you can build tools that make crypto smarter for everyone.

We’ve spent years perfecting our AI models, data pipelines, and trading signals. Now, we’re putting that power in your hands.

Whether you’re a student hacking on weekends, a startup looking for product-market fit, or a solo dev with a bold vision—we want to help you win.

🚀 Let’s Build the Future

This isn’t just a grant—it’s a launchpad.

With $5K in non-dilutive funding, direct access to cutting-edge crypto data, and a community of top-tier builders, you’ll have everything you need to bring your project to life.

The next breakthrough tool might be yours. All it takes is one application.

🔗 Ready to apply? Click here → https://forms.gle/T3WGexLdGr9nF1hj9

Let’s build the future of crypto—together.‍

The Token Metrics Team

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