Hook
Bybit just added Unitree Robotics and Moonshot AI to its Pre-IPO perpetual contract lineup. The announcement landed with the usual fanfare: "expanding access to pre-IPO exposure" and "democratizing private markets."
I audited the product architecture. The code does not lie; only the auditors do.
What I found is a derivatives product built on a foundation of price discovery assumptions that would fail any basic stress test. The core mechanism — the mark price — depends on data sources that are inherently low-frequency, opaque, and jumpy. This is not a technical innovation. It is a re-packaging of the same perpetual futures engine, applied to an asset class that lacks the continuous pricing infrastructure required for the model to function correctly.
Let me trace the flow.
Context
Pre-IPO perpetual contracts are a relatively new product category in crypto derivatives. The concept is simple: create a perpetual futures contract whose underlying asset is the equity valuation of a private company, such as SpaceX, Stripe, or now, Unitree Robotics and Moonshot AI. The product allows traders to speculate on the future valuation of these companies before they go public, without needing access to private secondary markets or venture capital funds.
Bybit is not the first mover. BitMEX launched similar contracts for SpaceX, Stripe, and Anthropic in late 2024. However, Bybit's choice of targets — two high-profile Chinese tech startups — signals a strategic bet on the Asian private market narrative.
Unitree Robotics is a Chinese robotics company specializing in humanoid and quadruped robots, often compared to Boston Dynamics. Moonshot AI is a Beijing-based AI startup focused on large language models, valued at over $2 billion in its latest funding round. Both are private companies with no public market price history.
From a technical standpoint, the product is a perpetual futures contract — a well-understood mechanism in crypto derivatives. The innovation is not in the smart contract logic or the exchange architecture. It is in the choice of the underlying asset and the associated price discovery mechanism.
Core
I trace the flow. You trace the lies.
The Pricing Oracle Problem
Every perpetual futures contract needs a reliable mark price to calculate funding rates and trigger liquidations. For crypto assets, the mark price is typically derived from a volume-weighted average of spot exchange prices, updated every few seconds. The data is abundant, continuous, and verifiable on-chain.
For private company equity, the situation is fundamentally different. There is no continuous spot market. The only available data points are:
- Primary funding round valuations (discrete, often months apart)
- Secondary market trades on platforms like Forge Global or EquityZen (low frequency, limited volume)
- Media reports of valuation estimates (often based on insider leaks or analyst models)
Consider the case of Unitree Robotics. The company's last public valuation was from a Series B2 round in 2024, rumored at around $1.5 billion. Since then, there have been no public secondary trades. The mark price for Bybit's perpetual contract would need to be based on stale news, extrapolated growth rates, and possibly a proprietary model from Bybit's internal team.
This is not a price oracle. It is a guess.
The Funding Rate Convergence Failure
Perpetual futures rely on funding rates to push the contract price toward the underlying spot price. In normal markets, arbitrageurs can trade the basis — buying the spot and selling the future, or vice versa — to profit from the divergence and bring prices back in line.
In the Pre-IPO market, there is no spot to buy. You cannot short a private company's equity in a liquid market. The arbitrage mechanism that keeps funding rates functional simply does not exist.
What happens when the contract price deviates from the estimated valuation? The funding rate will adjust, but without a tradable spot, the adjustment is purely theoretical. The contract can trade at a premium or discount indefinitely, disconnected from any real economic anchor.
The Settlement Cliff
Bybit's terms likely state that the contract will settle at the IPO price or convert into a stock-related contract upon listing. But what if the IPO is delayed indefinitely? Or canceled? The contract becomes a zombie position, with no clear settlement path.
This is not a hypothetical scenario. The IPO market is volatile. Geopolitical factors, regulatory hurdles, or corporate decisions can postpone or cancel listings. The contract's terms must account for this, but the article provides no clarity on the settlement mechanism.
The Data Source Opacity
Bybit does not disclose the exact methodology for calculating the mark price. Is it based on a single third-party data provider? An internal model? A composite of secondary market data? The lack of transparency is a red flag.
In my experience auditing DeFi protocols, the most dangerous products are those that hide their pricing mechanism behind a black box. The code does not lie; only the auditors do. But if the code itself is not auditable — because the pricing depends on off-chain inputs — then the entire product rests on trust.
Trust is not a security mechanism.
Comparative Analysis
| Feature | Bybit Pre-IPO | BitMEX Pre-IPO | Standard Crypto Perp | |---------|---------------|----------------|----------------------| | Underlying | Private equity | Private equity | Crypto assets | | Price source | Opaque (likely third-party index) | Opaque | Exchange spot order books | | Funding rate convergence | Weak (no arbitrage) | Weak | Strong (arbitrage possible) | | Settlement trigger | IPO event | IPO event | Continuous | | Liquidation mechanism | Unknown | Unknown | Standard |
Both Bybit and BitMEX suffer from the same fundamental flaw: the underlying asset class does not support the continuous pricing needed for perpetual futures.
The Specific Risk of Chinese Tech Companies
Unitree Robotics and Moonshot AI are not just any private companies. They are Chinese technology firms operating in sensitive sectors — robotics and AI. Their IPO prospects are subject to regulatory scrutiny from Beijing, US restrictions on Chinese tech listings, and geopolitical tensions.
If the IPO is blocked or delayed by years, the perpetual contract becomes a long-dated binary option with no clear resolution. The price discovery mechanism will be even more reliant on rumor and speculation.
Contrarian
However, I must acknowledge the counter-argument: the bulls are not entirely wrong.
There is genuine demand for pre-IPO exposure. Retail investors have limited access to private company equity, and derivatives products like these offer a way to participate in the growth stories of companies like Unitree and Moonshot. The product is a logical extension of crypto's core promise: permissionless access to financial markets.
Furthermore, the pricing mechanism could be improved over time. If secondary markets for private equity become more liquid — and they are growing — the mark price data will become more reliable. The funding rate convergence problem could be mitigated by introducing a synthetic spot market, such as a tokenized representation of the equity.
But these are potential futures, not present realities. The product as it stands today is a speculative instrument with a fragile pricing foundation.
Takeaway
Volume is vanity; on-chain flow is sanity. But in this product, there is no on-chain flow. The entire system is built on off-chain data that cannot be verified by users.
Silence is the loudest admission of guilt. Bybit's lack of transparency on the pricing methodology is not an oversight; it is a design choice.
I do not guess; I verify. And I cannot verify what is hidden.
The Pre-IPO perpetual contract is not a technical innovation. It is a marketing innovation — a way to sell volatility to a new audience. The underlying mechanics are broken by design.
Every transaction leaves a scar on the ledger. But this ledger has no transactions. It has only estimates.
If you trade this product, you are not trading on fundamentals. You are trading on the hope that Bybit's internal valuation model is correct, that the IPO will happen on schedule, and that the market will not gap against you.
Hope is not a strategy. And price discovery is not a guess.