I do not chase the candle; I study the gravity. When Bybit announced it would list Pre-IPO perpetual contracts on Unitree Robotics and Moonshot AI, the market responded with the usual Pavlovian excitement—another bridge between crypto and TradFi, another step toward mainstream adoption. But gravity here is not the price of Bitcoin; it is the fundamental architecture of price discovery. And what I see is not a bridge but a mirror, reflecting the industry’s tendency to confuse liquidity with foundation.
Liquidity is a mirror, not a foundation. The crypto-native media celebrated the move as an expansion of derivative markets into the private equity domain. It is, in fact, a laboratory experiment in synthetic pricing—one that relies on data inputs so sparse and manipulable that the entire product resembles a bet on a bet, rather than a hedge on a real asset.
Let me be clear: I have spent the last decade auditing the structural integrity of financial products. From the 2017 ICO whitepapers that promised utility but delivered death spirals, to the DeFi Summer liquidity collapses where I correctly predicted the MakerDAO CDP cascade, to the NFT bubble where I shorted Bored Ape Yacht Club tokens after proving their social-signaling value was zero. I have seen the pattern repeat: each new product that claims to “bridge” a gap actually amplifies the weakest link in the chain. These Pre-IPO perpetuals are no different.
The Context: A Global Liquidity Map in Flux
We are in a bull market. Institutional capital is rotating from traditional equities into crypto, searching for yield in a world where central banks are pausing rate hikes but not yet cutting. The demand for exposure to high-growth private companies is insatiable. SpaceX, Stripe, Anthropic—these names have already been tokenized by BitMEX. Bybit’s choice to list Unitree Robotics (humanoid robots) and Moonshot AI (large language models) is not random. It is a targeted play on the two hottest verticals in Chinese tech: embodied AI and generative AI. Both companies are darlings of the venture capital world, with valuations that have doubled or tripled in the last 18 months.
But here is the catch: The Chinese government has not approved any of these companies for a public listing. IPO timelines are uncertain. And the secondary market for their shares is virtually nonexistent—there is no Forge Global or EquityZen for Chinese unicorns, because capital controls and regulatory scrutiny make it nearly impossible to transfer equity. So where does the price come from?
The Core: Technical Analysis of the Pricing Mechanism
Perpetual contracts are designed to track the spot price of an asset via a funding rate mechanism. In a liquid spot market, arbitrageurs ensure that the perpetual price converges to the spot price. But without a liquid spot market, the funding rate becomes a floating signifier—a number that signals nothing but the sentiment of the derivative traders themselves.
Bybit’s Pre-IPO contracts rely on a “mark price” derived from private market valuations, media reports, and occasional secondary trades. Let me enumerate the structural flaws:
- Discreteness of Data: Private valuations are updated at most once per quarter, usually during a funding round. Unitree Robotics’ last known valuation was $1.6 billion in 2024. Moonshot AI’s was $3.3 billion. These numbers are snapshots, not live prices. A perpetual contract that updates every 8 hours on a frozen snapshot is not a derivative; it is a forward contract with a broken index.
- Funding Rate Absurdity: The funding rate is supposed to penalize or reward traders based on the divergence between perpetual and spot. Without a spot market, the funding rate is either set arbitrarily or based on the mark price itself. This creates a self-referential loop where the funding rate “corrects” an error that is itself the source of the error. In my audit of the DeFinity protocol in 2017, I saw a similar circular logic in their liquidity pool pricing—it led to a 90% loss of user funds.
- Settlement Contingency: The contract terms likely specify that if the IPO does not occur by a certain date, the contract will settle at a defined value or expire worthless. But what if the IPO is delayed by two years? What if the company is acquired at a discount? The contract becomes a binary option, not a perpetual.
- Index Fragility: The mark price is fed by a centralized oracle. In crypto, we have seen hundreds of millions lost due to oracle manipulation. Bybit does not disclose its oracle source, but given the opaque nature of Chinese private equity, any index provider would be relying on the same sparse news flow. A single Bloomberg article could move the mark price by 20%.
Contrarian Angle: The Decoupling Thesis That Isn’t
Proponents will argue that Pre-IPO perpetuals decouple crypto from its own volatility and provide exposure to real-world assets. This is a seductive narrative. But the decoupling is an illusion. These contracts are traded on a crypto exchange, settled in stablecoins, and subject to the same liquidity crush that every crypto derivative faces during a crash. If the funding rate diverges wildly, Bybit will have to intervene—either by adjusting the funding rate or by imposing position limits. The product is not a bridge to TradFi; it is a crypto-native derivative wearing a TradFi costume.
History does not repeat, but it rhymes in code. In 2020, I wrote a risk framework during the DeFi liquidity collapse that proved that liquidity is a mirror, not a foundation. The same principle applies here. The liquidity of these contracts does not come from the underlying asset; it comes from the speculative demand of crypto traders. When that demand evaporates—as it did during the LUNA crash or the FTX collapse—the price will collapse, not because the underlying company failed, but because the derivative has no anchor.
Takeaway: Cycle Positioning
We are in the late stages of a bull market. The appetite for novel products is high, but the structural integrity of those products is low. I am not saying these contracts will blow up tomorrow. I am saying that the risk-reward is asymmetric. The upside is capped by the valuation of the underlying (which is already inflated), and the downside is exposed to the full weight of crypto’s systemic risk.
Certainty is the enemy of the ledger. I have no certainty about the eventual IPO price of Unitree Robotics or Moonshot AI. But I have high certainty that the pricing mechanism of these contracts is fragile, and that the market will learn this lesson the hard way—as it always does.
The algorithm does not care about your conviction. It only cares about data. And the data for these Pre-IPO contracts is too sparse to sustain a perpetual.
I will not be trading these products. I will be watching, as I did in 2017, 2020, and 2022. The candle will move, but the gravity will remain.