Just before important economic news like the CPI report is released, cryptocurrency trading usually slows down, with fewer buyers and sellers and bigger price differences. People rush to discuss quick ways to protect their investments on platforms like Telegram. Now, imagine a system where traders could directly bet on whether CPI will be above 3.5%, using a clear and reliable data source, all within the decentralized finance (DeFi) space, without needing to switch platforms to manage their risk.
A new and exciting development is emerging: markets that allow you to trade on the overall results of large-scale events. Hyperliquid is exploring a way to bring these ‘macro outcome markets’ onto a blockchain-based trading platform, making it possible to trade information, liquidity, and broader economic risks as easily as trading cash-settled contracts.
The Big Picture
Prediction markets, once small-scale tests, are now used to forecast events in areas like politics, sports, and economics. Meanwhile, platforms built on cryptocurrency have developed advanced systems for trading and managing risk. This proposal, HIP-4, suggests combining these two trends by hosting forecasts of major economic events—such as interest rate changes, inflation reports, or election outcomes—within a single, decentralized financial platform, rather than having them scattered across many different sites.
Because DeFi allows continuous trading based on overall economic factors, cryptocurrency moves beyond simply reacting to news and begins to anticipate the likelihood of future changes in the market.
From my perspective, the timing feels right for a few key reasons. We’re seeing improvements in the systems that provide reliable data – what we call ‘oracles’ – and a lot of everyday investors are showing interest in betting on specific events. Plus, the decentralized finance (DeFi) world is actively looking for new sources of revenue that aren’t tied to the usual crypto market trends. Specifically, traders who are already managing risk on assets like Bitcoin and Ethereum are looking to expand their hedges to include real-world events that actually *cause* those price movements – something that’s been missing until now.
What HIP-4 Intends to Solve
Essentially, HIP-4 proposes creating markets where you can trade on the results of major events, rather than just predicting whether Bitcoin’s price will go up or down. This would allow traders to directly bet on the outcome of an event and better manage their risk related to cryptocurrency.
Cash-settled outcomes that feel familiar
The idea is simple: traders bet on clearly defined outcomes, like specific changes in interest rates or inflation figures. They buy and sell these predictions just like any other financial contract. When the event happens, a trusted source confirms the result, and winning positions are paid out in cash. There’s no physical exchange of assets – just a straightforward payment based on verifiable facts.
Where it fits in Hyperliquid’s stack
Hyperliquid currently operates a system for trading crypto perpetual contracts, handling orders, managing risk, and processing fees all directly on the blockchain. This proposal, HIP-4, suggests expanding that existing system to include markets for predicting the outcomes of real-world events. The system would use a major dollar-backed stablecoin as collateral, and trading limits would be adjusted to fit the specific, one-time nature of each event.
Lifecycle of an outcome market
- Specification: Define the event, resolution source(s), time window, and settlement logic.
- Listing: Open the market with tick size, leverage caps (if any), and fees.
- Trading: Allow continuous price discovery; optionally pause near the event if rules require.
- Lock: Close new positions at a pre-announced cutoff if the design uses a lockout window.
- Resolution: Oracles publish the result; settlements are computed on-chain.
- Post-mortem: Dispute window (if applicable), finalization, and market archive.
As a researcher, I’ve been working on a system that streamlines how we manage risk around important data releases. Essentially, instead of fragmented, ad-hoc approaches, we’ve built a single, flexible DeFi tool. This allows market makers, automated vaults, and those creating complex financial products to easily incorporate robust hedging strategies into their operations.
How Outcome Markets Compare Across Venues
Trading on future events, or ‘outcome trading,’ isn’t a new concept. Currently, it takes three main forms: prediction markets within the decentralized finance (DeFi) space, like Polymarket; officially regulated event contracts, such as those offered by Kalshi in the U.S.; and a newer type of DeFi offering – outcome perpetuals and cash-settled contracts – being developed by platforms like Hyperliquid.
Here’s a breakdown of different types of prediction platforms, comparing their features and how they operate:
Types of Platforms:
* DeFi Prediction Markets: These allow users to bet on future events using decentralized finance (DeFi) principles.
* Regulated Event Contracts: These are event-based contracts operating under established regulatory frameworks.
* DeFi Outcome Perpetuals: These are a future vision for perpetual contracts within the DeFi space.
Examples: Polymarket and Kalshi are examples of the first two, while Hyperliquid is exploring the third.
How They Work:
* Access: DeFi markets are generally open to anyone, though some front-ends might restrict access based on location. Regulated platforms require Know Your Customer (KYC) and Anti-Money Laundering (AML) checks and vary by jurisdiction.
* Contract Type: DeFi markets use shares representing the outcome of an event. Regulated platforms use event contracts governed by specific rules. The future DeFi vision uses cash-settled listings or contracts similar to perpetual futures.
* Settlement: DeFi markets rely on oracles or curated data sources to determine outcomes. Regulated platforms use designated reporting agencies. The future DeFi vision uses on-chain oracle feeds with backup systems for disputes.
* Leverage: DeFi markets typically don’t offer leverage or offer very limited amounts. Regulated platforms also limit leverage according to their rules. The future DeFi vision may allow for modest leverage, but with built-in risk controls.
* Integration: DeFi markets integrate well with other DeFi applications. Regulated platforms have limited integration outside of their own venue. The future DeFi vision aims for strong integration with DeFi strategies, vaults, and hedging tools.
* Regulation: DeFi markets face varying levels of regulatory scrutiny. Regulated platforms require approvals from regulatory exchanges. The future DeFi vision is a DeFi model subject to evolving regulations and access controls.
Why DeFi traders care
People already active in the crypto world can benefit from prediction markets built into existing trading platforms. This eliminates the need to spread their resources – both money and effort – across different prediction sites. They can use the same funds, trading rules, and automated trading programs for cryptocurrencies like Bitcoin and Ethereum, as well as for predictions about things like inflation rates, all within a single platform.
The Plumbing: Oracles, Pricing, and Guardrails
How trustworthy outcome markets are depends on where they get their results and how they handle unusual situations. Many designs in this area focus on using multiple sources to verify information, having very clear rules, and avoiding excessive risk.
Sourcing truth data
Accurate data feeds are crucial, especially in decentralized finance (DeFi). For things like economic indicators, this means getting information directly from the source – like official government reports – and using a trusted service to collect and verify it. Popular options for DeFi projects include Chainlink, Pyth, and systems like UMA that allow for challenges and dispute resolution. Well-designed data feeds usually…
- Use multiple sources with medianization and time-weighted windows to avoid spurious prints.
- Define explicit fallbacks and a narrow dispute window to challenge bad data.
- Codify the event spec to the letter—time zone, decimal precision, revisions handling, and publication channel.
Pricing, leverage, and funding
Because event outcomes are simply yes or no, we can represent their likelihood with a probability scale from 0 to 1 (or 0 to 100). If the platform uses a system similar to perpetual futures contracts, funding rates can help keep the predicted probability of an outcome accurate. Any leverage offered would probably be limited, as event outcomes are definitive and sudden price changes are possible near the event’s conclusion.
Handling the strange stuff
As an analyst, I believe our specifications need to account for unusual situations – things like data getting updated, events being cancelled, or multiple announcements happening at the same time. To minimize disruptions, we should implement circuit breakers, temporarily halt trading around key event times, and build in generous margin buffers. Crucially, we also need a clear ‘kill switch’ to shut down malfunctioning markets, along with pre-agreed rules for how we’ll compensate affected parties. These measures will significantly improve the system’s stability and reliability.
Who Uses These Markets and Why
Macro outcomes can matter as much as the price of ETH. Users likely to engage include:
Crypto funds and market makers
Before major market announcements, experienced traders typically take positions in Bitcoin and Ethereum futures contracts. Outcome contracts offer a more efficient and precise way to protect against specific outcomes than traditional hedging methods using various assets.
DeFi treasuries and DAOs
Projects that hold significant amounts of stablecoins or tokens can help lessen price swings caused by major economic events. By preparing for things like unexpected inflation reports or changes in interest rate expectations, they can avoid having to quickly sell governance tokens or pay inflated prices for options contracts.
Retail traders and cross-asset strategists
Outcome markets offer a straightforward way for anyone to share their overall economic predictions without the complexities of options trading. For sophisticated investors who analyze different markets, these platforms create opportunities to profit from discrepancies – for example, by betting on a lower inflation reading while simultaneously investing in Ethereum, or by comparing data from different sources.
Since payouts on these markets depend directly on whether specific events happen, they work well alongside traditional perpetual futures contracts rather than replacing them. They’re essentially a way for traders to isolate and manage the risk of unexpected economic news, separate from the usual ups and downs of price movements.
Bootstrapping Liquidity and Incentives
Markets that predict specific outcomes require a lot of trading activity in a short period. To achieve this, new markets might initially focus on a small number of important economic events – like inflation reports, Federal Reserve meetings, and job numbers – allowing traders to get ready with their pricing and risk management strategies.
Incentive design
As an analyst, I believe we can really boost initial liquidity by offering things like maker rebates, reduced fees, or even loyalty points – but these rewards should focus on genuine trading activity, not just artificial volume. It’s also crucial that these incentives decrease over time. We don’t want to end up with inactive, ‘zombie’ markets that just take up space on the platform.
Calendar discipline
A clear calendar of upcoming listings helps traders manage risk and invest capital at the best times. Listing too many assets at once can reduce trading volume, so focusing on important economic events ensures better prices and reliable trades. The community can suggest new listings, but they’ll be carefully reviewed to maintain high quality and relevance.
Why Macro Outcome Markets Are Moving Into DeFi
Three structural shifts explain the migration:
- Infrastructure maturity: On-chain order books, fast finality appchains, and robust oracle networks can now support time-sensitive markets.
- Composability and capital efficiency: Traders want a single margin pool for BTC, ETH, and outcomes. DeFi-native rails reduce friction.
- Global access: While front-ends may restrict regions to comply with laws, the base protocol lets non-custodial participants contribute liquidity without centralized bottlenecks.
Beyond the technical aspects, crypto thrives on shared information. Providing a direct way to trade on economic forecasts could make prices more accurate across all of crypto. Currently, traders speculate on how things like changes in the Consumer Price Index (CPI) will affect Bitcoin. This new approach would allow them to trade the forecast *itself*, and then use that trade to influence crypto prices through various strategies.
Risks & What Could Go Wrong
- Oracle failure or ambiguity: Conflicting prints, revisions, or compromised feeds can mis-settle outcomes.
- Regulatory exposure: Event markets touch sensitive areas (e.g., elections, economic data). Access and listings may face restrictions by jurisdiction.
- Liquidity cliffs: Depth concentrates near the event window. Outside those hours, spreads may widen sharply.
- Leverage blow-ups: Even modest leverage can be dangerous if pricing gaps from 0.45 to 1.00 in seconds.
- Spec creep: Vague or politicized events invite disputes. Only hard, objective criteria should list.
- Front-end fragmentation: Multiple interfaces with different geo policies can split liquidity and confuse users.
- Operational risk: Misconfigured calendars, incorrect cutoffs, or settlement scripts can trigger losses.
Prediction markets rely heavily on clear rules and reliable data sources. If these rules or data are unclear, it becomes impossible to determine winners and payouts with certainty.
Staying informed without the noise
Crypto Daily provides easy-to-understand updates on the latest in decentralized finance (DeFi) – including new investment products, factors influencing the market, and new cryptocurrencies becoming available. We monitor blockchain activity and important community decisions, offering regular reports and clear explanations of market trends. Visit Crypto Daily to stay informed.
Frequently Asked Questions
What is Hyperliquid HIP-4 in simple terms?
HIP-4 proposes adding a new feature to Hyperliquid where users can trade predictions on real-world events. These “outcome markets” would allow people to bet on things like future inflation rates or interest rate changes, all settled in cash, and would use Hyperliquid’s current trading system.
How would settlement work for macro outcomes?
Each market will establish how the outcome is determined and specific details like timing, the data source, the level of precision, and how updates are handled. Once the event happens, a reliable source reports the result, and positions are settled in cash according to the agreed-upon terms. Some systems also include a brief period for challenges and backup plans to address inaccurate data.
How is this different from platforms like Polymarket?
Polymarket is a platform where you can predict the outcome of future events using cryptocurrency. A new proposal, HIP-4, aims to integrate these predictions into a more traditional financial environment, similar to where you’d trade futures contracts. This would allow users to use the same funds for both predictions and traditional crypto trading, and the overall experience would be more like trading futures than using typical prediction markets.
Are these markets available everywhere?
As a researcher, I’ve found that accessing these markets isn’t always straightforward. It really depends on the specific rules of the platform and the laws where you are located. Specifically, event markets – particularly those dealing with political events or sensitive economic issues – often have restrictions based on where you’re accessing them from. Before participating, I always double-check both the platform’s terms of service and my local laws to ensure I’m compliant.
Can I use leverage on outcome markets?
If the platform allows borrowing funds to increase potential returns (leverage), it will probably be limited to avoid significant losses. Most systems favor fully collateralized trading or using only a small amount of leverage to minimize the risk of forced selling during volatile periods.
What are the main risks I should consider?
As a crypto investor, I’m always aware of the risks. With these DeFi platforms, a few things keep me up at night. I worry about bad data being fed into the system – what they call ‘oracle errors’ – and unclear rules in the code. Liquidity can also dry up right when you need it, either before or after a big event. Plus, you always have to consider potential changes in regulations. And, of course, there’s the standard stuff like vulnerabilities in the smart contracts themselves, and making sure I securely manage my own crypto.
Which oracles might be used?
How decentralized finance (DeFi) applications get their data depends on the specific setup. Popular choices for reliable data include Chainlink and Pyth, and UMA can help resolve disagreements. Designs following the HIP-4 standard usually use several data sources and have backup plans in place to maintain consistent and trustworthy information.
Read More
- Brent Oil Forecast
- USD CNY PREDICTION
- Silver Rate Forecast
- CNY JPY PREDICTION
- ETH PREDICTION. ETH cryptocurrency
- Gold Rate Forecast
- DOGE PREDICTION. DOGE cryptocurrency
- EUR USD PREDICTION
- USD VND PREDICTION
- FIL PREDICTION. FIL cryptocurrency
2026-05-27 10:53