Fair Trading Incentives: How Real Traders Stop Losing to Farmers

Why trading incentives leak to farmers, bots and sybils, and how a verified multi-venue record with one-account-one-passport binding changes who gets paid.

By Jeremie HeniczPublished November 4, 20266 min read

Trading incentives are unfair to real traders because most programmes reward what is cheapest to produce, such as sign-ups, repetitive volume and extra wallets, so farmers, bots and sybils take a large share of the pool. A verified multi-venue record changes that by rewarding history that already exists and can't be claimed twice. Proof of Trader is built on that idea: your record is read from venue data, and each wallet or exchange account counts on one passport only.

Where incentive value leaks

Every venue wants traders, and almost every venue pays for them in some form: points, fee rebates, trading bonuses, airdrops, competitions. The budget is real. The problem is where it ends up.

Points reward activity, not traders

A typical points programme counts actions inside one venue. It cannot tell whether those actions come from a trader with years of history elsewhere or from a script opened last week. So it pays both at the same rate, and the script usually produces more of whatever is being counted.

Farmers optimise the formula

Once a formula is public, someone will optimise against it. If points reward volume, farmers churn volume at the lowest possible cost. If they reward days active, farmers trade a dollar a day. The programme gets the metric it asked for and none of the behaviour it wanted.

Sybils multiply the payout

If a reward is per wallet, the cheapest way to earn more is more wallets. Every extra wallet dilutes the pool for the person running one honest account.

The result for real traders

The pool is fixed. Every share paid to a farmer is a share not paid to someone who actually trades. Real traders end up with a diluted reward for real activity, and venues end up paying for users who leave when the rewards stop. How to value an airdrop points programme walks through how that dilution shows up in the numbers.

What a verified record changes

The core shift is simple: reward the history a trader already has, not just the actions they take inside one programme.

QuestionSingle-venue pointsVerified multi-venue record
What is measuredActions inside one venueFills and venue totals across 49 venues
Who supplies the dataThe programme's own counterVenue data; nothing is self-reported
How a new wallet looksSame as a veteranEmpty record, low tier
Same history, two accountsOften paid twiceBound to one passport once rewarded
What sets the rewardPoints formulaVerified volume tier, Starter to Legendary
What counts as volumeWhatever the venue countsTrading only; no transfers, bridges, deposits, liquidity, NFTs or payouts

History is expensive to fake

A farmer can create a hundred wallets in a minute. They cannot give those wallets two years of perps volume across several venues, real fees paid and a consistent average trade size. The passport reads exactly those things: lifetime volume, PnL, balance, fees, trades per month, average trade size and active-since date, split by venue and instrument.

Breadth is a signal

A trader who is active on Hyperliquid, Binance and Polymarket has a footprint no single venue can see. Proof of Trader reads perp DEXs from a wallet, centralised exchanges and key-based venues through read-only API keys, prediction markets, and onchain swaps on eight chains. The full list is in what is Proof of Trader.

Volume that isn't trading doesn't count

Moving money around is the oldest way to look busy. Transfers, bridges, deposits, liquidity provision, NFT trades and payouts are all excluded. Perps, options, prediction markets, stablecoin-quoted spot fills and onchain swaps count.

One account, one passport

The binding rule is what makes the record hard to recycle.

A wallet or exchange account counts on one passport only. Once a reward is paid on it, that account is bound to that passport for good. So a trader can't connect the same wallet to a second passport and claim the same history again, and a farmer can't pass one strong account around a group of passports.

There is a second rule for overlapping data. Volume from Voltrade's Base competitions and other competitions counts as a minimum per venue, never on top of what the venue reports. The same trade can't be counted once by the venue and again by a competition.

Wash-trading resistance in volume campaigns covers the wider set of defences venues use; the passport applies the same thinking at the level of the trader's whole record.

How the reward side works

Partners publish offers with tiers from Starter to Legendary, based on verified volume. You see the offers your tier qualifies for, choose which to activate, and can run several at once. Hit the target and you get the reward. Every completed deal produces a shareable card.

Two details matter for fairness:

  • Rewards are tied to outcomes. The reward is paid for hitting a trading target, not for signing up.
  • Some rewards are first to fill. Activating an offer doesn't reserve the reward. The first traders to hit the target get it. That favours people who were going to trade anyway, and the offer page says which deals work this way.

The passport also estimates what your flow is worth to platforms across fee rebates, token incentives, trading bonuses and competition prizes. That is an estimate of value, not a promise of payment, but it is a useful number to know before you choose where to trade.

What a trader should do

  1. Connect every venue you actually trade on. A partial record understates you. Wallets need only a signature; exchanges need a read-only API key.
  2. Check the history depth per venue. Exchange APIs only reach back as far as each exchange keeps history, and the passport shows that per venue. If an old account is missing years, that is the exchange's limit, not a bug in your record.
  3. Decide which passport each account belongs to before you claim. Binding is permanent once a reward is paid.
  4. Read the target before you activate. Ask whether you would trade that volume anyway. If yes, the reward is close to free. If you would be manufacturing volume to reach it, price the fees first.
  5. Watch first-to-fill offers early. Activation is not a reservation.
  6. Share the card, keep the passport. The passport is private; the only public version is the card you download. You choose whether it shows your X picture and name.

Proof of Trader vs points programmes compares the two models side by side if you are deciding where to spend your trading.

What it doesn't do

A verified record does not guarantee rewards, and it does not make a bad trade worth taking. It changes who an incentive reaches. The arithmetic of fees against rewards still applies to every offer, so treat each one like any other deal: compare the reward to what it costs you to hit the target.

Start at /proof-of-trader.

FAQ

Why do points programmes dilute real traders?

Most programmes reward actions that are cheap to produce, such as extra wallets and repetitive volume. Farmers produce more of those than real traders, so they take a larger share of a fixed pool.

How does Proof of Trader stop sybils?

The record is built from venue fills and totals, not self-reported. A wallet or exchange account counts on one passport only, and once a reward is paid on it, that account is bound to that passport for good.

Does depositing or bridging count as volume?

No. Transfers, bridges, deposits, liquidity, NFT trades and payouts don't count. Perps, options, prediction markets, stablecoin-quoted spot fills and onchain swaps do.

Is a reward guaranteed once I activate an offer?

No. You get the reward by hitting the offer's target, and some rewards are first to fill, so activating doesn't reserve one.

Will other people see my wallets?

No. The passport is private, and the public leaderboard shows only an anonymous alias with rounded figures. Only the card you choose to share is public.

Jeremie Henicz — founder & CEO of Voltrade.

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