How to Evaluate On-Chain Points Systems: A Framework for Deciding Whether to Participate

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Don't be fooled by the term "points"—most points programs aren't rewarding loyal users; they're trading your future airdrop expectations for your current liquidity. Deciding whether to participate essentially comes down to weighing the costs of earning points against the expected returns. The framework rests on four core dimensions: project fundamentals, points mechanism design, exit expectations, and your cost of participation.

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1. Start with Project Fundamentals: Can It Survive Long Enough to Issue an Airdrop?

What to do: Assess the project's product-market fit (PMF) and funding background to determine whether it's worth your time and capital.

How to do it:

  1. Check the funding background: Has the project raised capital from reputable institutions (such as a16z, Paradigm, Binance Labs, etc.)? Institutional backing doesn't guarantee profits, but it reduces the probability of a rug pull or the project never issuing a token.

  2. Evaluate the product itself: Without points, would anyone actually want to use this product? If users vanish the moment points stop, there's no PMF, and the token will likely go to zero after the airdrop.

  3. Assess track competition: If the project is in a fiercely competitive track like L2s or LRTs, you'll need a significantly larger participation weight to earn a reasonable return.

  4. Check the token allocation: If the project has already published its tokenomics, look at the community allocation (typically 20%-50%). If the allocation is below 10%, it's advisable to skip it outright.

When is this step complete? When you can answer the question "Would I still use this product without points?" and you've clearly identified the project's investors and token allocation.

An easily overlooked signal: if the project has been operational for over six months without any indication of a token plan, it may not intend to issue a token at all—points may simply exist to keep the metrics looking good.

2. Deconstruct the Points Mechanism: Is It Rewarding "Loyalty" or "Farming"?

What to do: Analyze the points earning rules to determine whether they reward high-quality behavior or simply favor capital volume.

How to do it:

Examine behavioral weightings

  • Rewarding trading volume/number of transactions: Easily gamed by bots; real user share is low. In these projects, the contest is over "who can farm harder."

  • Rewarding holding duration/deposits: Relatively closer to "genuine contribution," but tilts the advantage toward whales.

  • Rewarding community contributions/social engagement: These points are harder to quantify and usually carry lower weight, but they can filter for genuinely engaged users.

Assess the degree of points tokenization

  • If points are already trading OTC on platforms like Whales Market, the market has already priced them—your expected return is already partly reflected in that price.

  • If points are off-chain and the rules are vague, the project team has substantial leeway and can adjust the rules at any time to dilute the points you've already earned.

When is this step complete? When you've clearly identified whether your points come from "depositing" or "interacting," and you've determined whether those weightings work in your favor.

3. Calculate Exit Costs: How Long Is Capital Locked, and How High Is the Opportunity Cost?

What to do: Account for every cost of participating in a points program—not just gas fees.

How to do it:

Cost TypeHow to CalculateRisk Level
Capital opportunity costDeposit amount × the asset's annualized yield opportunity cost (e.g., ~4% for ETH staking) × participation durationMedium
Gas feesSum of all on-chain transaction fees from participationLow
Time costTime spent completing tasks and tracking rule changesMedium
Liquidity lossIf funds are locked (e.g., Eigenlayer, Karak), they can't be moved during the lock periodHigh

Pay special attention to lock-up style points: If the project requires you to lock assets (e.g., Ethena USDe, Eigenlayer locked deposits), your opportunity cost increases significantly. If a better opportunity emerges in the market during the lock-up period, you won't be able to exit.

When is this step complete? When you've calculated the total cost of participating in the project and confirmed you can afford to have that capital locked for 3-6 months.

Common reasons for failure:

  • Underestimating opportunity cost: You lock ETH in a points program for a year and miss a major ETH rally—the points return is nowhere near enough to offset that loss.

  • Ignoring gas costs: On some L2s with frequent activity, the gas fees from repeated interactions can eat up most of the airdrop gains.

  • Failing to account for "sunk costs": The project team drags out the points period so you become reluctant to exit. This is one of the most common "PUA" playbooks.

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4. Examine the Exit Mechanism: What Happens After TGE

What to do: Assess the potential sell pressure after the token launch and your exit window.

How to do it:

  1. Check the vesting mechanism: Are tokens fully unlocked at launch, or is only a portion released linearly over time? If only 10% is unlocked at TGE and the rest is locked for 6-12 months, your actual return needs to be discounted accordingly.

  2. Look at the project's track record: If this is the project's Season 3 of points, what were the returns like for users in Seasons 1 and 2? Search Twitter and community channels for real user feedback.

  3. Monitor whale activity: If whales are already trading points OTC, it means they are locking in profits early—your risk of being the exit liquidity is increasing.

When is this step complete? When you've clarified the unlocking schedule for your tokens after TGE and assessed whether there will be sufficient buy-side demand for the token at that time.

Risk warnings:

  • Points are not tokens: The project team has no obligation to convert points into tokens. Historically, quite a few projects have completely ignored points holders when issuing tokens, or offered conversion ratios far below expectations.

  • Rules can change at any time: Points are off-chain systems. The project team can adjust points rules, allocation weightings, or even reset points to zero without notice.

  • Anti-sybil risk: If the project team labels your address as a "sybil attacker," they may directly cancel your airdrop eligibility. Using compliant wallets and maintaining genuinely organic interaction patterns is an effective way to mitigate this risk.

How to confirm you've completed your value assessment?

Score the project step by step using the four dimensions above: project has PMF (+1), reputable investors (+1), points rules reward genuine behavior rather than farming (+1), capital is not locked or the lock-up period is acceptable (+1), token release mechanism is clear with a reasonable ratio (+1). A score of 3 or above is worth considering for participation; 2 or below suggests waiting on the sidelines or testing with a small position. It's advisable to concentrate on 1-2 high-quality projects rather than spreading across more than five, which will significantly dilute your yield.