Exchange Points Programs, Compared Structurally

Every perp venue that has not launched a token has a points program, and every points program is presented the same way: a number that goes up when you trade. What that number will eventually be worth is left carefully unstated, which is the entire design.

You cannot compare two programs on their headline points-per-dollar, because points are denominated in different units of an unknown thing. What you can compare is their structure — and structure tells you most of what you need before any distribution happens.

Anatomy of a points program

Strip away the branding and every program is four decisions.

1. What is counted. The earn formula is the program's real thesis, because it tells you what behaviour the venue is buying:

A volume-weighted program and an open-interest-weighted program reward opposite people. Read the formula before you decide a program is generous — generous to whom is the question the marketing skips.

2. The earn rate, and whether it is stable. Some programs award a fixed number of points per unit of activity. Most award a fixed pool of points per period, divided among participants — which means your earn rate falls as the program gets popular, and the early weeks are structurally worth more than the late ones. These two designs behave completely differently and are often described in identical language.

3. Program duration. Points programs are usually organised in seasons with a stated or implied end. A program with a published end date is a very different proposition from an open-ended one: the end date bounds the total points that will ever exist in that season, which is the denominator you need to price your share at all.

4. The distribution — which is mostly unknown. This is where the honesty has to come in, and it is covered below.

What is knowable and what is not

Be explicit about which column each fact sits in, because conflating them is how people end up trading for free.

Usually knowable:

• Whether the program exists at all, and what it is called
• What activity earns points
• Whether the earn rate is fixed or pool-divided
• The season structure and any published end date
• Your own points balance and, sometimes, your rank
• Whether an earlier season already distributed, and roughly how

Usually not knowable:

• Total points that will exist when the program closes
• What fraction of token supply the distribution will represent
• What the token will be worth
• When the distribution happens
• Whether there will be vesting, and how long
• What the sybil and wash-trading filters will exclude
• Whether the program will be honoured in the form implied

That is six knowable inputs and seven unknowable ones. Any number you produce is dominated by the unknowns, which is the single most important fact about points and the one every points calculator quietly elides.

Voltrade's exchanges comparison flags which venues run a points program, its name, where to read the terms, and when it is scheduled to end. That is deliberately where the tracking stops: the program's own page is the authority on the rules, and nobody — including the venue — can tell you what the distribution will be worth.

Pricing one honestly

The framework is a range, never a point estimate.

## your expected value from a points program
share  = your points / total program points at close
value  = share * (tokens distributed * token price)

You know the numerator of share and nothing else. So bound it:

• Estimate your share against a growing denominator. If you are earning 0.1% of weekly points today and the program runs for another twenty weeks with growing participation, your final share is well below 0.1%. Model participation growth explicitly, even crudely.
• Take the distribution size from comparable programs, as a range. Say 5% to 15% of supply for a first season. That is an assumption, and it should be written down as one.
• Take valuation as a wide range. An order of magnitude wide, because that is genuinely the uncertainty.
• Discount for time and for vesting. A distribution eighteen months out with a one-year unlock is not worth its face value today.
• Haircut for filters. Programs increasingly exclude activity they classify as wash trading or sybil behaviour. If your activity is normal, this is small; if you were considering manufacturing volume, it may be everything.

Multiply the ranges and you get a range. If the low end of that range is "roughly nothing", that is the answer, and it is a perfectly good one.

How to value an airdrop points program works through the arithmetic with explicit assumptions, including why the error bars usually exceed the expected value.

Why treating points as zero is defensible

Not cynical — defensible. Here is the actual argument.

You cannot subtract an unknown from a known. Fees, spreads and funding are measurable in dollars today. Points are a claim on a future decision by a team under no obligation to you. Putting them in the same sum without a discount lets a speculative number cancel a real cost, and the trader who does that is paying a certain fee to acquire an uncertain asset while believing they are getting something free.

The estimate is not robust. Change your valuation assumption by one order of magnitude — well within the genuine uncertainty — and the answer changes by an order of magnitude. A number that swings that hard on an input you are guessing is not a number you should be trading on.

The alternative is worse. Once points enter your P&L as income, you will rationalise trading you would not otherwise do to earn them. That is the failure mode: the fees are certain, the points are not, and the venue has priced the program knowing exactly this.

So: treat points as zero, take them as upside. Trade where the execution, depth and funding are best for what you actually do, and let the points accrue as a free option. If they land, it is a windfall. If they do not, you lost nothing, because you never paid for them.

The one legitimate exception is when a program is genuinely the deciding factor between two venues that are otherwise equivalent on execution. Then the points are a tiebreak — which is the correct role for any reward program, points or otherwise.

A comparison checklist

When you have two programs in front of you:

1. What activity earns? Match it against what you actually do.
2. Fixed rate or pool-divided? Pool-divided means your rate decays as the program grows.
3. Is there a published end? An unbounded program has an unbounded denominator.
4. What did the previous season do? A venue that has distributed once has revealed something about its intentions. A venue that has never distributed has revealed nothing.
5. What are the exclusions? Read the wash-trading and sybil language. It is where the surprises live.
6. What does it cost you to participate? If the answer is "trading I would do anyway", the program is free. If it is "extra turnover", price the fees and slippage — that is a real, certain cost against an uncertain return.

That last question is the whole game. A points program you earn incidentally is a free option. A points program you trade for is a purchase, and it should be evaluated like one.

The short version

Compare programs on what they count, whether the rate decays, how long they run and what previous seasons did — not on points per dollar, which is meaningless across programs. Price any program as a range built from stated assumptions, and default to zero in your venue comparison. Points are the best free option in crypto and one of the worst things to pay for.

Start from the exchanges comparison to see which venues run one, and use how to compare crypto exchange rewards to put it beside the fee and campaign lines it is competing with.