Papertrade faces oracle manipulation allegation as its loss-funded pool shows $3M

Papertrade, a synthetic perpetuals exchange on HyperEVM, is facing an oracle manipulation allegation, according to The Defiant. The allegation has not been confirmed.

The platform’s core liquidity pool, which pays out winning traders, held approximately $3.15M shortly after launch. That is a modest cushion for a venue offering up to 1000x leverage.

A casino where the house is everyone else

The platform has no traditional order book and no funding rates. Instead, winning traders collect profits from a shared pool called the Martingaler LP. That pool is funded exclusively by the losses of other traders.

The pool started with zero funds. When it lacks the cash to pay winners, unpaid profits are queued until more losses flow in.

When the pool drops below a $2M balance, the protocol issues new PAPER tokens at a rate of 100 PAPER for every $1 lost. That converts a dollar shortfall into token issuance, which shifts the cost onto PAPER holders through dilution.

Launch numbers that read like a stress test

Papertrade went live on HyperEVM around October 10, 2026. It arrived with over $137M in pre-deposits spread across 11,000+ addresses.

Notional volume reached $14.4B within the first 10 minutes of trading. Open interest in BTC exceeded $3B shortly after launch.

Total value locked sat around $102M across roughly 11,000 addresses.

Early figures from the PaperDash analytics dashboard put net realized trader losses at an estimated $18M to $28M in the first few days.

PAPER stakers received USDC rewards totaling over $10M in the opening hours, with estimates running from $10M to $12.6M+.

Why the oracle question matters so much here

The exchange uses Hyperliquid’s BBO mid-price as its sole oracle source. BBO stands for best bid and offer, and the mid-price is simply the halfway point between the top buy and sell quotes.

Papertrade prices every position by looking at one number from one venue. If that number can be nudged, even briefly, every position on the platform moves with it.

On a venue offering 1000x leverage, a tiny price move translates into large gains or liquidations. The pool that pays winners holds only a few million dollars.

The allegation remains unconfirmed, and broader industry discussion of oracle attacks has referenced unrelated DeFi incidents.

What this means for traders and PAPER stakers

For stakers, the opening stretch looked lucrative. More than $10M in USDC flowed to them in hours, entirely sourced from trader losses.

A stretch where traders win more than they lose would drain the Martingaler LP, queue up unpaid profits, and potentially trigger the 100 PAPER per $1 issuance once the pool falls below $2M. At that point, stakers holding PAPER would face dilution rather than yield.

For traders, a winning position is not guaranteed a prompt payout. Profits depend on there being enough losers to fund them, and the payout queue is the mechanism that absorbs shortfalls.

Disclosure: This article was edited by Vivian Nguyen. For more information on how we create and review content, see our Editorial Policy.