The Ghost in the Pre-IPO Machine: Bybit’s Unlisted Perpetuals and the Price Discovery Mirage

Silence in the code speaks louder than the hype. Bybit just added two new Pre-IPO perpetual contracts for Unitree Robotics and Moonshot AI, two of China’s hottest private tech companies. But the data behind these prices is a ghost story. I’ve spent years tracing the fingerprints of capital through on-chain and off-chain systems, and this product screams a familiar warning: when the price has no anchor, the market becomes a self-licking ice cream cone. Chaos is just data waiting for a lens. Pre-IPO perpetuals are a derivative of a derivative—they take the standard perpetual futures mechanism (used for Bitcoin, Ether, and other liquid tokens) and apply it to assets that have no public market, no continuous trading, and no transparent valuation. The core innovation is not technical; it’s architectural. Bybit is essentially creating a synthetic price for equity that trades only in private rounds or on secondary markets like Forge Global and EquityZen. The problem is that those markets are low-frequency, opaque, and prone to discrete jumps. A private company might raise a round at a $10 billion valuation, then six months later rumors suggest a $15 billion valuation—but there is no daily ticker to confirm the change. The perpetual contract’s mark price must be interpolated from such sparse data, and that interpolation is a fragile construct. We trace the ghost in the machine’s memory. Let me break down the mechanics. A standard perpetual futures contract uses a funding rate to keep the contract price close to the underlying spot price. Arbitrageurs buy the spot and sell the future (or vice versa) to capture the spread, thus forcing convergence. But for Unitree Robotics or Moonshot AI, there is no spot market to buy or sell. The underlying asset is a private company share, which cannot be traded on any exchange by retail investors. The only “spot” price comes from private fundraising rounds, which are infrequent and often non-public. So the funding rate mechanism is essentially a blind actor in a dark room. It can push the contract price toward a mark price that is itself a guess, but there is no real arbitrage to enforce discipline. The result is a perpetual that can drift into fantasy land, sustained only by the collective belief of traders and the exchange’s willingness to honor settlement. Based on my experience auditing DeFi composability in 2020—where I reverse-engineered the interaction between Compound and Uniswap and discovered a hidden vulnerability in price manipulation during low liquidity—I recognize a similar pattern here. The Pre-IPO perpetual’s price depends on a single source of truth: the exchange’s internal valuation index. Bybit likely aggregates data from private secondary markets, media reports, and maybe its own trading desk’s estimates. But that index is a black box. There is no on-chain oracle verifying the price, no smart contract enforcing transparency. The exchange is the sole arbiter of the mark price, and during times of stress (e.g., a funding round delay, a regulatory crackdown, or a scandal), the divergence between the perpetual’s price and any reasonable estimate of the company’s value can become extreme. I saw this during the Terra/Luna collapse in 2022, when the so-called “algorithmic stability” relied on a feedback loop that broke as soon as the anchor was questioned. Here, the anchor is not even a real asset; it’s a spreadsheet. But let’s be precise. The contrarian angle is that this product is actually a clever hedge for accredited investors who already hold private shares. They can short the perpetual to lock in gains without selling their illiquid equity. In theory, that reduces risk. In practice, the counterparty is Bybit, and the perpetual’s liquidity is likely thin. If a large player tries to take a position, the price will swing wildly, and the funding rate—which is supposed to balance longs and shorts—could become a weapon. Imagine a scenario where bullish retail sentiment drives the perpetual to a 20% premium over the “fair” private valuation. The funding rate would then penalize longs, but if there are no shorts willing to step in (because shorting requires confidence that the price will revert), the premium can persist for weeks. That is not a functioning market; it’s a casino with a delayed payout. Finding the signal where others see only noise. The selection of Unitree Robotics and Moonshot AI is telling. Both are Chinese companies riding massive hype waves—Unitree in humanoid robotics, Moonshot in AI language models. Their valuations are driven by government policy, venture capital narratives, and global tech competition. But geopolitical risk is a latent variable. If the US imposes new sanctions on Chinese AI or robotics firms, the private valuation could drop overnight, but the perpetual’s mark price might lag because the index relies on stale data. Bybit could theoretically adjust the index, but that discretion creates a moral hazard. The exchange could be accused of manipulating prices to protect its own book. This is not a hypothetical; I’ve seen similar dynamics in the 2017 ICO mania, where projects with opaque token distribution models—which I audited for six weeks—imploded when insiders sold their vesting tokens. The data was always on-chain, but few wanted to see it. During the 2024 institutional flow mapping project, I built a dashboard tracking capital from traditional brokerages into self-custody wallets. That work taught me that the most dangerous data is the data that looks clean but is actually incomplete. The Pre-IPO perpetual’s open interest and volume might look like healthy activity, but without a transparent price discovery mechanism, that liquidity is an illusion. The real risk is not that the contract will default—Bybit is a large exchange with a reputation to protect—but that the price will become a self-referential cycle, divorced from the underlying company’s fundamentals. When it’s time to settle (e.g., after the IPO of Unitree or Moonshot), the gap between the perpetual’s final price and the IPO price could be a shock. Traders who thought they were hedging or speculating on a real valuation might find themselves holding a bag of nothing. The ledger remembers what the market forgets. So what is the forward-looking signal? In the next week, watch the funding rates for these contracts. If they remain consistently positive (longs paying shorts), it indicates a persistent bullish bias that may not be sustainable. More importantly, look for any announcement from Bybit about the settlement mechanism. If the contract is settled in USDC or a stablecoin at a price determined by the exchange, rather than by a verifiable IPO price, the trust required is enormous. Also, monitor the secondary markets for Unitree and Moonshot shares. If the private trading volume picks up, it could provide a more reliable price anchor. But if those markets remain dark, the perpetual is just a shadow of a shadow. Dreaming in algorithms, waking up in truth. The Pre-IPO perpetual is a fascinating experiment in financial engineering, but it’s one that exposes the limits of synthetic markets. Bybit is not building a bridge to traditional finance; it’s building a mirror. And mirrors, as we know, can only reflect what is already there, not create new value. The silence in the code is loud right now. I’ll be watching the data, not the hype.