How to Choose Tokens in the Solana Ecosystem? A Fundamental Screening Framework
Don't start by thinking "which project will pump". First, define your screening scope based on your trading habits and risk tolerance — are you holding for the long term to capture ecosystem growth, or looking for short-term catalysts? Then filter through four steps: "solid team, sound tokenomics, genuine active community, and verifiable on-chain data".
Prerequisites
Before you start screening, confirm three things:
You have tools to check on-chain data — at minimum, use Solscan to check token holder distribution and DeFiLlama to check TVL and revenue. Advanced users can use Nansen or Santiment to view development activity rankings.
You can distinguish "ecosystem projects" from "tokens riding Solana's popularity" — the former actually run products on Solana (DEX, lending protocols, oracles, staking services, etc.), while the latter merely issue tokens on Solana but have little to do with the ecosystem.
Define your holding period — are you looking at weeks, months, or planning to hold for over half a year? This determines which indicators you should focus on.
1. Start with People: Can the Team Be Verified?
What to do: Confirm the project team is not anonymous and that core members have traceable track records.
How to do it:
Go to the project's official website team page and check for real photos and LinkedIn or past project experience.
Search the founder's name + "scam" or "rug" — see if there are any public records of controversy.
Check whether the project has undergone a smart contract audit by a reputable firm (CertiK, Halborn, etc.). Finding the audit report on the official website or GitHub is a plus.
When is this step complete: You can name at least two core members and describe their previous project backgrounds. If the website does not mention the team at all, or all members are anonymous, skip the project entirely.
Common failure reason: Rushing in just because the token price shot up, without ever checking the team's background. New tokens launch on Solana every day, and most do not survive beyond 24 hours.
2. Next, Tokenomics: Who Holds the Tokens and Who Is Selling?
What to do: Examine the token distribution structure and unlock schedule to gauge the potential selling pressure.
How to do it:
Scenario A / Projects with a clear whitepaper and tokenomics description: Check three numbers — the proportion allocated to the team and investors, the length of the lock-up period, and the circulating supply as a percentage of the total supply. If the team + investor allocation exceeds 40% and the lock-up is less than six months, the risk is on the high side.
Scenario B / Meme-type projects or those without a formal whitepaper: Use Solscan to check the token holder distribution and look at the combined percentage held by the top 10 wallets. Among the top 50 Solana memecoins, the top 10 wallets hold an average of around 27.5% and a median of about 21.8%. If a token's top 10 holders control over 40%, the dumping risk is noticeably elevated.
When is this step complete:
You can state whether the token has "mint authority" — if it has not been revoked, the project team can mint additional tokens at any time, which is a major red flag.
You can state whether the initial liquidity provider (LP) tokens have been burned — if not, the team can pull liquidity and disappear at any moment.
Risk reminder: Token unlocks are a common trigger for price declines. When a large number of tokens are released at once, if there is insufficient buying demand, the price can drop rapidly. Moreover, unlock schedules are usually not visible on ordinary trading platforms.
3. Community: Look for Evidence That Real People Are Building
What to do: Determine whether the community is filled with fake engagement or genuine participation.
How to do it:
Observe interaction quality on Twitter, Telegram, and Discord: It is a healthy signal if people are asking detailed product questions, helping each other troubleshoot, and discussing the roadmap. If it is only shilling and emoji bombing, that is a signal of artificial engagement.
Check GitHub development activity: If the project code is open source, review the commit frequency and number of contributors over the past three months. Santiment regularly publishes Solana ecosystem development activity rankings — names like LINK, SOL, W, DRIFT, and JTO consistently rank high, indicating that development iteration has not stopped.
Use the BARD framework for a quick assessment: Is there real building happening (Action), can the community sustain discussion even when prices fall (Resilience), and is the density of member connections strong enough (Density)? The Solana community managed to bounce back even after the FTX collapse, demonstrating strong resilience.
When is this step complete: You have joined at least one project's Telegram or Discord, observed it for more than a day, and can feel that real discussions are happening rather than just bots and shilling.
4. Data Verification: Use On-Chain Data for Final Confirmation
What to do: Cross-check a few hard metrics to see whether the conclusions from the first three steps match real data.
How to do it:
TVL (Total Value Locked): A core metric for DeFi projects. Higher TVL means real capital is willing to be locked in the protocol. Also look at the Mcap/TVL ratio — a smaller ratio suggests the market cap is relatively "cheap" compared to TVL.
Revenue (Fees/Revenue): Can the protocol earn money on its own? For example, Raydium charges a 0.25% fee per swap; more users mean higher revenue. Projects that can consistently generate revenue are far more reliable than those purely driven by "narrative".
Active addresses and transaction count: Are daily active users and transaction volume growing? If only the token price is rising but user numbers are not, the trading volume might be artificially generated by a small number of actors.
When is this step complete: For the tokens you are watching, you have checked at least two of the three metrics above, and the data trends align with your judgment. If on-chain data (TVL/revenue/user numbers) keeps falling while the token price rises, that is a clear divergence signal.
Reference for Some Project Categories and Key Points in the Solana Ecosystem
| Project Type | Representative Projects | Core Focus Indicators | Special Attention |
|---|---|---|---|
| DEX/AMM | Raydium, Orca | Trading volume, fee revenue, TVL | Check whether TVL is growing continuously |
| Lending Protocols | Drift | Total borrow amount, liquidation risk | Whether the over-collateralization ratio is healthy |
| Liquid Staking | Jito, Marinade | Total staked amount, validator distribution | Whether staking yields are sustainable |
| Oracles | Pyth | Price feed coverage, call volume | Developer activity ranking |
Common failure reason: Entering based purely on KOL shilling or because "everyone else is buying", skipping steps 3 and 4. There are over 24,000 meme projects with liquidity pools on Solana, and most go to zero within days.
After completing these four steps, you have already filtered out at least half of the projects. The next step is not to buy immediately, but to place the 2–3 projects you have selected onto a watchlist and track their on-chain data and community activity over the next 1–2 weeks. If TVL and user numbers remain steady or begin to recover during your observation period, then consider taking a small trial position.
