U.S.-Iran Conflict Escalation: How Do Prediction Markets Price War Risks Ahead of Oil Prices?

特邀专栏作者

2026-03-04 07:39

This article is about 5184 words, reading the full article takes about 8 minutes

Geopolitics is being financialized in real-time. Markets are not merely reacting passively to events; they are actively participating in pricing the risk itself as events unfold.

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Core Viewpoint: The escalation of the U.S.-Iran conflict reveals that geopolitical risks are being financialized in real-time within the 24/7 operating digital financial market environment. On-chain markets (crypto assets, commodity contracts, prediction markets) have become frontrunners in risk pricing, altering the timing and mechanisms of traditional risk premium transmission.
Key Elements:
1. The conflict occurred during a weekend when traditional markets were closed, with on-chain markets reacting first: Bitcoin experienced sharp volatility, crude oil and gold perpetual contracts on the Hyperliquid platform rose by approximately 5% and 1.3% respectively, with significantly amplified trading volume, completing the first round of risk pricing.
2. On-chain prediction markets performed real-time probabilistic pricing of the conflict: The cumulative trading volume of related contracts on Polymarket exceeded $500 million, while platforms like Opinion deconstructed risks such as military actions and leadership changes into layers, directly trading the path probabilities of events occurring.
3. Systematic confirmation was completed after traditional markets opened on Monday: International oil prices surged, gold broke through $5,300, risk assets faced pressure, and risk premiums transmitted layer by layer along the macro chain of energy, interest rates, and asset valuations.
4. Bitcoin's performance in the initial phase of the event resembled that of a high-volatility risk asset, showing sharp fluctuations, indicating its high sensitivity to liquidity and risk appetite rather than being a pure safe-haven instrument.
5. This event suggests that price discovery rights are undergoing marginal migration. The 24/7 nature of on-chain markets makes them the primary venue for risk expression, potentially reshaping the reference variables for institutional investors and macro models.

CoinW Research Institute

Abstract

This article uses the escalation of the US-Iran conflict as a starting point to analyze how a geopolitical event is rapidly transformed into a global risk variable within the contemporary financial system. As the event occurred over a weekend when traditional financial markets were closed, on-chain markets remained operational. Crypto assets and on-chain commodity contracts experienced significant volatility first, completing the initial round of risk expression; prediction markets directly probabilized war and political changes, achieving real-time pricing of the event's trajectory. When traditional markets opened on Monday, energy, the US dollar, US Treasuries, and risk assets completed a systemic confirmation, with risk premiums transmitted layer by layer along the macro chain. The article points out that in the 24/7 operating environment of digital markets, risk is no longer priced only after the opening bell rings. Geopolitics is being financialized in real-time; markets are not merely passively reacting to events but are participating in the pricing of risk itself during the event's development.

1. Conflict Escalation: How a Geopolitical Event Becomes a Global Risk Variable

Recently, tensions between the US and Iran escalated abruptly. Multiple media outlets reported that Iran's Supreme Leader Ayatollah Ali Khamenei was killed in an airstrike, leading to a sharp deterioration in the regional situation. The combination of military action and strong rhetoric rapidly transformed the situation from a regional friction point into a global focal point.

Subsequently, Iran's Islamic Revolutionary Guard Corps announced restrictions on ship passage through the Strait of Hormuz. As one of the world's most critical energy transportation channels, this key hub, which long handles about one-fifth of global crude oil and liquefied natural gas shipments, faced severe restriction risks, prompting several shipping companies to suspend passage or choose alternative routes.

The impact of the conflict is no longer confined to the military level. The Middle East is the core region for global energy supply; disruptions in the Strait of Hormuz directly push up energy risk premiums, which are rapidly transmitted to global markets through oil prices, inflation expectations, and capital flows.

Therefore, this conflict has become a systemic global risk variable. It affects not only the regional security landscape but also the balance of energy supply and demand, the US dollar liquidity environment, and the valuation system for risk assets.

When war escalates into a systemic risk, where is the risk traded first? Under the structure where traditional markets operate in sessions while on-chain markets run 24/7, the sequence of price discovery is changing.

2. The Weekend Window: On-Chain Markets Complete the First Round of Price Discovery

It is noteworthy that this conflict escalation occurred over a weekend. When the news broke, most traditional global financial markets were closed: spot gold quotes were suspended, crude oil futures halted trading, and stock markets were shut. Risk had emerged, but the traditional system could not price it immediately. However, on-chain markets were still running, and risk sentiment shifted to a pricing venue that remained open.

Crypto Assets Lead with Sharp Volatility

Following the conflict news, the price of Bitcoin briefly approached $63,000 before rebounding to around $66,000, completing a noticeable oscillation within a short period. This volatility was not simply safe-haven buying or panic selling; it was a concentrated market gamble on risk expectations in the absence of traditional anchors like gold and oil. When other assets were untradeable, the crypto market became one outlet for risk expression.

On-Chain Commodity Contracts: Instant Formation of Risk Premium

Over the weekend, multiple media reports indicated that on the Hyperliquid platform, perpetual contracts linked to crude oil, gold, and silver showed significant gains: crude oil perpetual contracts rose about 5% to approximately $70.6 per barrel; gold perpetual contracts rose about 1.3% to around $5,323 per ounce; silver perpetual contracts rose about 2% to roughly $94.9 per ounce. Trading volumes also expanded. The 24-hour trading volume for silver contracts exceeded $227 million, and for gold contracts, it was about $173 million, indicating real capital participation. These were prices genuinely formed in the 24/7 on-chain market, reflecting the immediate judgment of market participants on supply risks and geopolitical premiums during the traditional market closure.

Monday Opening: Traditional Markets "Catch Up"

When traditional markets reopened, prices quickly adjusted towards the direction set over the weekend on-chain. International oil prices opened higher on Monday, with Brent crude rising to $82.37 per barrel and WTI crude jumping above $75; spot gold broke through $5,300 per ounce; major global stock index futures generally weakened, putting pressure on risk assets. The price sequence was clear: risk emerged over the weekend; on-chain markets moved first; traditional markets completed larger-scale confirmation and diffusion on Monday.

During the time window when traditional markets were closed, on-chain markets undertook the first wave of risk expression. This structural time difference is changing the pricing rhythm of global risk events.

3. Prediction Markets: War is Probabilized in Real-Time for the First Time

Polymarket: Explosive Pricing of Conflict Nodes

During this event, trading volume for contracts related to conflict escalation on the on-chain prediction platform Polymarket significantly increased.

The series of contracts "Will the U.S./Israel strike Iran by…?" (U.S./Israel strike Iran by…?”) accumulated a trading volume exceeding $500 million, with the volume on the day of the airstrike alone reaching about $90 million, making it one of the largest geopolitical markets in the platform's history.

After the confirmation of the leader's death, the contract "Will Khamenei lose his position as Supreme Leader of Iran by March 31?" (Khamenei will lose position by March 31?) was quickly settled, with a trading volume of about $57 million. The implied probability for longer-term political trajectory contracts like "Will the Iranian regime collapse by June 30?" (Iran regime collapse by June 30?) once rose to nearly 50%, indicating the market had begun pricing deeper institutional risks. This data shows that the bets were not scattered actions but formed concentrated and high-intensity capital participation.

Source: https://polymarket.com/event/khamenei-out-as-supreme-leader-of-iran-by-march-31

Opinion：Multi-dimensional Pricing of Conflict Paths and Institutional Risks

On Opinion, contracts related to the US-Iran conflict also showed high activity. One type of market precisely defines military triggers. For example, "US strikes Iran by …?" (US strikes Iran by …?), which stipulates that a 'Yes' outcome is determined only if the US military actually hits Iranian territory or official embassies/consulates with drones, missiles, or airstrikes; intercepted weapons or other forms of military action are not counted. The trading volume for this contract has exceeded $12.6 million, showing the market's high attention to specific military trigger conditions.

Source: https://app.opinion.trade/search?q=Iran

Another type of market turns to institutional layer risks. "Khamenei out as Supreme Leader of Iran by …?" (Khamenei out as Supreme Leader of Iran by …?) prices whether Iran's Supreme Leader Ali Khamenei loses power within a specific time window. The rules include resignation, detention, loss of position, or inability to perform duties as judgment criteria, using credible media consensus as the settlement basis, with a trading volume of about $12.9 million. Furthermore, markets like "Will the Iranian regime fall by …?" (Will the Iranian regime fall by …?) and "Israel × Iran ceasefire broken by …?" (Israel × Iran ceasefire broken by …?) probabilistically express regime stability and ceasefire sustainability, respectively.

Although the number of related contracts and overall trading scale are still lower than on Polymarket, Opinion presents a clearer risk stratification structure: military action, ceasefire status, leadership changes, and regime direction are decomposed into multiple independent variables priced in parallel. War is thus no longer just a single-point question of "whether it happens" but a risk path that can be segmented, quantified, and continuously revised. Prediction markets here become real-time measurement tools for sovereign risk and institutional stability.

Probability Curves as the "Risk Thermometer"

Unlike crude oil or gold, prediction markets do not indirectly express risk through assets but directly probabilistically price "whether an event will occur." When the probability of conflict escalation rises, the odds jump; when the situation eases, the probability falls. The odds curve itself becomes an instant gauge of risk sentiment. Analysis points out that several hours before the airstrike news spread widely, a small number of new wallets concentrated on buying related contracts and profited after the event was confirmed. This phenomenon sparked discussions about whether information entered the market early, making the time sensitivity of prediction markets particularly prominent.

Traditional markets typically reflect outcomes through rising oil prices or falling stock markets; prediction markets directly trade "whether it escalates" and "whether it spreads." The former prices the impact, the latter prices the path. When traditional markets have not yet opened, risk is already being quantified and wagered on-chain.

4. Traditional Asset Opening Confirmation: How is the Risk Premium Transmitted?

When on-chain markets move first, the true cross-asset linkage occurs after traditional markets reopen.

Energy: The First Stop for Risk Premium

Energy remains the first stop for risk premium. The Strait of Hormuz handles about 20% of global crude oil shipments; as long as the market worries about potential supply disruptions, oil prices will price in the risk premium in advance. Conflict escalation pushes oil prices higher, subsequently boosting inflation expectations and affecting interest rate policies and corporate cost structures.

US Dollar and US Treasuries: The Tug-of-War Between Safety and Inflation

When uncertainty rises, capital typically flows to the most liquid assets, benefiting the US dollar and US Treasuries in the short term. A stronger dollar and a temporary decline in US Treasury yields reflect rising safe-haven demand. However, if the conflict persists and pushes up inflation expectations, Treasury yields may face a tug-of-war between safe-haven buying and inflationary pressures.

Positioning of Risk Assets and Bitcoin

Gold serves the traditional safe-haven function, crude oil embodies the risk premium, and US Treasuries provide a liquidity safety net. Bitcoin's performance is closer to that of a high-beta risk asset. In the initial stage of the conflict, it did not rise unilaterally but experienced sharp volatility, showing its high sensitivity to liquidity and risk appetite. Therefore, in the initial phase of extreme uncertainty, Bitcoin behaves more like a high-beta risk asset than a pure safe-haven tool.

Overall, on-chain markets express risk first, prediction markets probabilize risk, and traditional assets complete systemic confirmation after opening. Risk premiums are transmitted layer by layer along energy, interest rates, and asset valuations, ultimately forming a linked reaction in global markets.

5. Structural Change: Is the Risk Pricing Mechanism Migrating?

The significance of this event may lie not only in the conflict itself but in how risk is priced.

Geopolitics is Being Financialized in Real-Time

In the past, geopolitics remained more in the realm of news and diplomacy; today, it is being financialized in real-time. Whether a war escalates, whether sanctions are imposed, how election results evolve—all can be wagered on, hedged, and probabilized in the market. Risk is no longer just interpreted after the fact but is traded during its occurrence.

On-Chain Markets Become a 24/7 Risk Buffer

On-chain markets are beginning to assume a new function. Traditional markets have weekend closures and holiday shutdowns. When major events happen to occur during this gap, prices cannot reflect sentiment immediately. But on-chain markets operate 24/7; they become the buffer for the first wave of sentiment release. Prices and probabilities fluctuate there first, and when traditional markets open, larger-scale confirmation and diffusion occur.

Price Discovery Rights are Marginally Migrating

This difference in time structure is leading to a deeper change: the marginal migration of price discovery rights. If on-chain contracts move first, if the odds curves on prediction markets jump before oil prices and stock indices, will institutional investors start monitoring this data? Will macro models incorporate on-chain volatility as a reference variable? Will media and traders view prediction market probabilities as risk warning signals?

These questions are not yet settled, but the direction is clear. The "first expression" of risk is shifting from the opening bell of traditional exchanges to the 24/7 operating digital markets. When war can be traded in real-time, markets are no longer just passively responding to the outcomes of events but are participating in the pricing process of risk itself.