A regular chart won't show you where coins are moving, how much protocols are earning or where leveraged positions are piling up. That's what crypto analytics platforms are for. In this lesson, we'll go over the types of services out there, which questions each one answers, and how to put together a working toolkit without paying for subscriptions you don't need.
- Price aggregators answer "how much is it worth", while analytics platforms answer "what's happening inside the market".
- The main categories are on-chain analytics, DeFi data, the derivatives market and screeners for decentralized exchanges.
- Most services have a free tier that's enough for a beginner.
- Data is a hint, not a signal: a single metric without context can easily mislead you.
Why you need platforms beyond aggregators
You already know the basics: in the lesson on TradingView, CoinMarketCap and CoinGecko, we covered charts, prices, market cap and volume. That's enough to see whether a coin went up or down. But price alone won't tell you who was buying and selling, why it happened or what to expect next.
What sets the crypto market apart is how open its data is. Blockchain transactions are public, protocol balances are visible to anyone, and exchanges publish their futures stats. Analytics platforms take this raw data and turn it into clear charts and tables.
There are countless services, and some of them shut down while others change their names or pricing. So it's more useful to understand the categories and the questions they answer than to memorize a list of websites.
| Question | Platform type | Examples |
|---|---|---|
| Where coins are moving and who holds them | On-chain analytics | Glassnode, CryptoQuant, Nansen, Arkham |
| How much money is in DeFi and how much protocols earn | DeFi data | DefiLlama, Token Terminal |
| How many leveraged positions are open and where liquidations sit | Derivatives analytics | Coinglass |
| What's trading on decentralized exchanges right now | DEX screeners | DexScreener, DEXTools |
| You need your own cut of the data | Query builders | Dune |
On-chain analytics: tracking how coins move
Take on-chain platforms. They read the blockchain and sort addresses into groups: exchange wallets here, long-term holders there, miners over there. That lets you notice, say, that more Bitcoin than usual flowed into exchanges this week. Does that mean someone is getting ready to sell? Often, yes, but there can be other explanations.
Glassnode and CryptoQuant focus on Bitcoin and Ether and offer hundreds of metrics, from exchange inflows and outflows and coin age to holder profitability. Nansen and Arkham focus on address labels: they tell you whose wallet it is, whether that's a fund, an exchange or a well-known trader. The metrics themselves are covered in more detail in the lesson on on-chain analysis.
For basic charts, the free tier of these services is usually enough. The most detailed data and the freshest address labels generally sit behind a subscription, but there's no point in starting with a paid plan.
The easiest way to start is with a single question. Once a week, check how much Bitcoin flowed into exchanges and how much flowed out. After a couple of months, you'll see how these flows usually behave in rallies and sell-offs, and the metric will stop being an abstraction.
A tag that a platform assigns to a wallet, such as "Binance hot wallet" or "Fund X". Labels are based on indirect evidence and aren't always right, so double-check any serious conclusions against several sources.
DeFi and derivatives: money in protocols and leveraged positions
DefiLlama is an open, free aggregator of decentralized finance data. How much value is locked in protocols and networks, what fees and revenue they bring in, how many stablecoins have been issued on different blockchains: it's all out in the open. Want to check that an ecosystem is actually alive? Start there.
Token Terminal looks at protocols as businesses: revenue, user activity, spending on incentives. That helps you tell a project with real demand from one that's propped up by token giveaways.
Futures are a different story. Coinglass pulls open interest, funding rates and a liquidation map from the exchanges. If open interest has shot up and the funding rate is strongly positive, the market is overheated with leveraged buying, and even a small drop can set off a cascade of liquidations. How leveraged trading works is covered in the lesson on margin trading.
The price has been rising for three weeks, open interest is at its highs, and the funding rate on perpetual futures is well above normal. That's not a sell signal yet, but it's a reason to reduce leverage and tighten your stop.
DEX screeners: new tokens and traps
DexScreener and DEXTools show trading on decentralized exchanges in near real time: new pairs, volume, liquidity and the number of buyers. People use them to track meme coins and tokens that aren't listed on the major exchanges yet.
This is also where scammers are most active. A nice-looking chart can hide a honeypot you can't sell out of, or a project whose creator can pull the liquidity at any moment. Screeners do show some warnings, but don't trust them blindly. The signs of scam projects are covered in detail in a separate lesson.
If in doubt, don't rush. Give the token a few days: many traps reveal themselves in the first days, and a real project won't go anywhere in that time.
- Look at the size of the liquidity, not just the price growth.
- Check whether the liquidity is locked and for how long.
- Study the token distribution: if a few wallets hold a large share, the risk of a dump is high.
- Check whether there are successful sells, not just buys.
Token creators often trade with themselves to get onto trending lists. High DEX volume on a new coin guarantees nothing.
Research, unlocks and your own dashboards
To understand what's going on with a project as a whole, there are research services like Messari: project profiles, sector reports and tokenomics summaries. Some of it is free, some is behind a paywall. Treat them as one source among several, not as the final word: the authors make mistakes too, and sometimes they work with the very projects they write about.
Keep an eye on token unlocks. In many young projects, most of the coins are locked up with the team and investors and hit the market on a set schedule. Dedicated trackers will tell you when and how much. A large unlock doesn't guarantee a price drop, but it's a clear risk you'd better know about in advance.
If standard charts aren't enough, turn to Dune. Users there write SQL queries against blockchain data and publish dashboards. Even if you don't know SQL, you can easily find a ready-made dashboard for almost any popular protocol: someone has usually built one already.
Just check the date and the source. A dashboard its author abandoned a year ago will show you an outdated picture, and a report paid for by the project itself is unlikely to be critical.
Before buying a young token, look at its unlock schedule for the coming months. It takes a couple of minutes, and sometimes it immediately explains why the price is going nowhere.
How to build your own toolkit
You don't need to open ten tabs every morning. A beginner can get by with three or four services for specific questions and the habit of checking them in the same order. Over time, you'll see which data actually shapes your decisions and which just eats up your time.
Every metric is a hint, not a ready-made signal. Coins flowing into an exchange might mean someone is selling, or it might just be the exchange moving funds between its own wallets. Only draw conclusions when several independent sources point to the same thing.
To figure out whether you really need a service, write down before each trade what you looked at and what it told you. After a month, you'll see which platforms actually help and which ones you open out of habit.
- Start with a price aggregator to get the big picture of the market.
- Add DefiLlama if you're interested in DeFi and network ecosystems.
- Add Coinglass if you trade futures or want to watch for overheating.
- Set up one on-chain platform on a free plan for Bitcoin and Ether.
- After a month, drop the services that never influenced a single decision.
Only pay for a subscription when you know exactly which metric you're missing and what you'll do with it.
Open Coinglass and find the open interest and funding rate for BTC over the past week, then use DefiLlama to see how total value locked in DeFi (TVL) changed over the past month on any major network. Write one sentence for each number about what it says about the market right now, and why you can't decide to buy or sell based on it alone.
Entry is free and you trade on a demo account, so you need no money of your own. Free tournaments pay out Tour Passes, and those get you into tournaments with USDT prizes. The best go further — to a $5,000 funded account.
FAQ
Which analytics platform is best for a beginner?
There's no one-size-fits-all answer: it all comes down to the question you're asking. A price aggregator gives you the big picture, DefiLlama covers DeFi, and Coinglass is the place for futures. Free versions are plenty to start with; add the rest when you need them.
Can I trade on on-chain data alone?
On-chain metrics are good at showing big trends, but they're almost useless for timing an exact entry. They're usually combined with the chart, the news and futures market data. A single metric taken out of context can easily create false confidence.
Do I need to pay for analytics?
At first, almost never. Free plans are enough for learning and basic work. Paid data makes sense once you have a proven strategy that needs a specific metric.
Why don't the numbers on different platforms match?
Each platform labels addresses, picks its set of exchanges and calculates metrics in its own way, so small differences are normal. If the gap is large, look into the methodology before drawing conclusions.
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