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Quant Alleges Wash Trading on ETH Perps

By WebDeskSeptember 21, 20266 Mins Read
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I love the smell of crypto drama in the morning. Today’s serving: is Kalshi faking its crypto volume? A former quant trader known as Beni claims exactly that. His thread went viral on September 20 and opened with “Kalshi fakes their crypto volume and I can prove it”. The core numbers: Kalshi’s ETH perpetual printed $538.6 million in 24 hour volume against just $3.1 million in open interest. That is 174x turnover. Kalshi denies any wrongdoing, and the CFTC has taken no enforcement action. Still, the receipts deserve a closer look.


The Kalshi Fake Volume Allegations Explained

Beni built his case on public data, and he encouraged everyone to pull it from Kalshi’s own API. You can read the full thread here. The open interest mismatch is the headline exhibit. With $3.1 million in outstanding ETH perp positions and $538.6 million in daily volume, the entire position base changes hands once every 8 minutes.

Real turnover like that would need whales flipping massive size nonstop. So Beni checked Kalshi’s position leaderboard. The largest ETH perp position at the time of his screenshots was $17,598. Not million. Dollars.

Then came the smoking gun in the follow-up thread. One identical trade size of exactly $5,500 kept printing on ETH perps over and over. Beni’s data shows this single lot size made up 48% to 58% of all ETH perp notional volume on four separate days between September 16 and 20. Organic order flow does not behave like that.


The Fee Math That Started the Fight

The whole thread began as a reply war with Kalshi’s crypto lead, IcoBeast. He argued nobody would wash trade on a platform with trading fees. Beni pointed at a CFTC filing from September 2 that says otherwise.

The filing extends a rebate program for Kalshi’s Self-Clearing Members. Eligible makers earn +0.3 basis points while takers pay 0.3 basis points. Net cost between two SCM accounts: zero. Wash trading becomes free for the firms Kalshi selects for the program.

Beni added one more incentive layer. Bloomberg reported in February that Jump Trading struck a deal exchanging liquidity provision for equity in Kalshi. A market maker holding equity benefits directly when the volume charts look strong. None of this proves wash trading happened. It does dismantle the “why would anyone bother” defense.


The Contract Counting Trick

There is a subtler accounting issue on the prediction market side. Kalshi’s own glossary defines volume as the number of contracts traded, not the dollars paid for them. The UI then slaps a dollar sign on that contract count.

Say 100,000 contracts trade at $0.30. Buyers paid $30,000 in real money. Kalshi displays $100,000. Every headline chart showing Kalshi dominating Polymarket inherits that inflation. To be fair, Polymarket uses a similar max-payout convention, which is exactly Kalshi’s defense.


Kalshi’s Response: Convention, Not Cheating

IcoBeast pushed back on every point. He says the volume convention is industry standard across prediction markets, reflecting maximum potential payout rather than cash spent. He denies any crypto-specific rebate exists on the prediction market side and argues Beni mixed up two different products. On the SCM selection claim, Kalshi points to CFTC fair access rules, which legally require admitting any firm that clears the capital and operational bar.

Worth stating clearly: these remain allegations. No regulator has accused Kalshi of wash trading, and Beni’s screenshots cannot be independently reconstructed since live data changes constantly. He claims to have the raw data backed up, so this story is not over.


My Take From the Farming Trenches

I want to say upfront that I respect IcoBeast. His airdrop takes in prior cycles were consistently sharp, and I was genuinely rooting for him when he joined Kalshi. This is not personal.

But those Kalshi dominance charts always felt off to me. I sit deep in the farming world, and most of my circle lives on prediction markets. Every single one of them farms Polymarket as their main venue. Kalshi gets used occasionally, as a hedge leg or when a market exists there and nowhere else. Nobody I know routes the dominant share of their volume through Kalshi.

So when charts claimed Kalshi held 90%+ of prediction market volume, the numbers never matched the behavior I see on the ground. If you are still picking a platform, our Polymarket vs Kalshi comparison breaks down both in detail.


Wash Trading Is Everywhere, but Scale Matters

Some honest context before the pitchforks come out. Nearly every trading venue in crypto carries inflated volume. Market makers, airdrop farmers, and wash traders pad the numbers on perps, spot, and prediction markets alike. The volume you see on any chart is never the real organic figure. That is simply how this industry works.

The question is degree. A healthy perp market might turn over its open interest a few times per day. If Beni’s data holds up, 174x with a $17,598 top position sits in a different universe. Regulatory heat follows this niche everywhere, as we covered during the Polymarket CFTC investigation. A regulated US exchange facing wash trading questions is a bigger deal than an offshore casino doing the same.


Keep This Content Free

Breaking down 174x turnover ratios takes more time than wash trading takes to spot. Signing up through our partner links costs you nothing and keeps this research coming. Grab a trading account through OKX or Bybit and you support AirdropAlert directly.


Final Words

Beni promised this was “the least harmful stuff” he has on Kalshi, so expect more threads. Whatever comes next, the lesson for traders stands today. Volume numbers are marketing until proven otherwise. Check open interest, check the leaderboards, and trust on-chain behavior over dashboards. Prediction markets remain one of the most exciting corners of crypto this cycle. They just are not exempt from its oldest trick.


Study our review of OKX vs Bybit

FAQ

What is the Kalshi fake volume controversy?
A former quant trader alleges Kalshi’s ETH perpetual volume is largely wash traded. He cites $538.6 million in daily volume against $3.1 million open interest, plus one identical $5,500 trade size making up roughly half of all volume on multiple days.

Has Kalshi responded to the wash trading allegations?
Yes. Kalshi’s crypto lead denied the claims, saying the volume figures follow standard prediction market conventions and that no crypto rebate program exists on the prediction side. The CFTC has taken no enforcement action.

Is wash trading illegal on regulated exchanges?
It is prohibited under CFTC rules. Kalshi’s own rebate filing excludes suspected wash trades, self-matching, and pre-arranged trades from eligibility.

Should airdrop farmers avoid Kalshi?
No confirmed wrongdoing exists, so there is no reason to panic. Most farmers in our circles already run their main volume through Polymarket, with Kalshi as a secondary venue for hedges and exclusive markets.

Credit: Source link

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