🛢 Energy & Commodities mixed · 1–3 years
A what‑if from the future

What if Saudi fiscal breakeven forces deeper cuts to defend price?

With Brent below Saudi Arabia's ~$80 fiscal breakeven, Riyadh repeatedly extends cuts to support price, structurally constraining supply and capping downside while ceding share to non-OPEC.

36%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 36% · 90% range 24–49% · 40 analogues · measured class energy 99% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 99% in 3 yr99%
Analyst prior · editorial share 40% of the class40%
Pooled · weight 87%38%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)38%
Published36%

The class rate is measured from our dated, sourced event library (decade-normalized Poisson — the full table is public at base_rates.json). The variant’s share within its class is the analyst’s editorial call, published so you can audit it. A wider range means thinner precedent. Full recipe: methodology · scored at Reality Check.

The butterfly cascade

How this trigger trickles across markets, left → right — the root shock, its first‑order moves, then the ripple effects. Drag any node; tap a market for its real price history.

Resolution timeline — how this probability is moving

Our model's odds (gold) over time vs the crowd's (Polymarket, blue), from the past toward the 1–3 years horizon. Each dot is a real macro event that nudged the probability — green pushed it up, red pushed it down. Tap a dot for the source. The gold path is an illustrative reconstruction anchored to today's estimate — real dated events, not a live re-estimate history.

loading the timeline…

What it would mean

If this plays out, it is a mixed shock. With Brent below Saudi Arabia's ~$80 fiscal breakeven, Riyadh repeatedly extends cuts to support price, structurally constraining supply and capping downside while ceding share to non-OPEC. The trigger decomposes into signed root‑shocks — Gold ▲ · Inflation expectations ▲ · Oil supply risk ▲ · Risk appetite ▲ — which propagate through our causal graph to the markets below.

If it happens — the markets it would move

Biggest moves first. Projected moves are cascade-model priors; hist A–B% = what comparable past events actually did (measured abnormal returns), and model prior · unmeasured marks markets with no analogue backing yet. Tap any market for its price history.

MarketClassProjected move
1Brent crude BRENTon Hyperliquid 📈 chartCommodity▲ +2.4%
hist +0.1–+1.37% · other way +1.21% (n=8)
2WTI crude CLon Hyperliquid 📈 chartCommodity▲ +2.0%
hist -2.11–+1.59% · other way +6.01% (n=10)
3Energy sector XLEon Hyperliquid 📈 chartEquity▲ +1.4%
hist +0.19–+1.53% · other way +1.53% (n=11)
4United Airlines UAL 📈 chartEquity▼ -1.2%
hist -2.18–+6.52% · other way +4.76% (n=9)
5ExxonMobil XOM 📈 chartEquity▲ +1.0%
hist -0.46–+2.28% · other way -1.48% (n=11)
6Chevron CVX 📈 chartEquity▲ +0.9%
hist +0.07–+1.09% · other way +0.23% (n=11)
7Delta DAL 📈 chartEquity▼ -1.0%
hist -1.03–+3.22% · other way +4.85% (n=8)
830y Treasury yield DGS30 📈 chartRate▲ +4bp
hist -4.16–+18.7% · other way +5.0% (n=11)
9Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.3%
hist -1.02–+0.26% · other way +2.91% (n=10)
1010y Treasury yield DGS10 📈 chartRate▲ +4bp
hist -4.41–+20.78% · other way +3.1% (n=11)
11Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.36–-0.01% · other way -0.49% (n=11)
12Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.53–+0.11% · other way -0.64% (n=11)
13US dollar (DXY) DXYon Hyperliquid 📈 chartFX▲ +0.2%
hist -0.15–+0.67% · other way +0.04% (n=11)
142y Treasury yield DGS2Rate▲ +2bp
model prior · unmeasured

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): United Airlines -1.2% · ExxonMobil +1.0% · Chevron +0.9% · Delta -1.0% · 30y Treasury yield +4bp · 10y Treasury yield +4bp

Historical precedent — what analogous events actually did

Across 40 analogous events (overlap‑weighted), as abnormal returns — market beta stripped, so it's the event's own effect, not the market backdrop. Shown at 20 days (persistent) and 5 days (immediate); ↺ fades = the two horizons disagree. Confidence = consistency × sample × significance.

Israel strikes Iran — Operation Rising Lion 2025-06 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 Saudi-Russia oil price war 2020-03 OPEC abandons output defense, opting for market share vs US shale 2014-11 Iraq invasion 2003 relief rally 2003-03 Soviet August coup attempt against Gorbachev 1991-08 Operation Desert Storm begins 1991-01 1986 oil price collapse 1986-02 Gold peaks at $850 1980-01 Iran hostage crisis / US freezes Iranian assets 1979-11 1979 Iranian Revolution oil shock 1979-01 Iranian Revolution oil shock 1978-12 Cuban Missile Crisis 1962-10 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Nasdaq Composite first close above 20000 2024-12 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Hezbollah pager and device explosions across Lebanon 2024-09 Nikkei 225 record single-day rebound 2024-08 April 2024 Iranian drone-and-missile barrage on Israel 2024-04 Gabon coup d'etat 2023-08 Niger coup d'etat 2023-07 Wagner Group mutiny against the Kremlin 2023-06 ExxonMobil posts most profitable year for any US oil company 2023-01 Nord Stream pipeline sabotage 2022-09 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 European TTF gas hits all-time record high 2022-08 US-led 240-million-barrel SPR release answers the Ukraine spike 2022-03 Houthi drone-and-missile strike on Aramco's Jeddah depot 2022-03 Houthi drone-and-missile attack on Abu Dhabi oil sites lifts Brent to 7-year high 2022-01 Bank of England's first post-pandemic rate hike 2021-12 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 Myanmar military coup 2021-02 Abqaiq-Khurais strike triggers the biggest Brent spike on record 2019-09 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 Houthi drones strike Saudi East-West crude pipeline 2019-05 Bitcoin Cash hash war capitulation 2018-11
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
DAL DALLONG+3.1% · 5d -0.4% ↺ fades69%31 0.32⚠ differs
10y yield DGS10LONG+17bp · 5d +8bp64%39 0.27✓ matches cascade
UAL UALLONG+6.2% · 5d +0.1%66%31 0.26⚠ differs
30y yield DGS30LONG+15bp · 5d +7bp62%39 0.23✓ matches cascade
CL CLSHORT-2.8% · 5d -1.9%61%32 0.20⚠ differs
Volatility VIXLONG+0.3% · 5d +0.2%62%34 0.20·
ARM ARMSHORT-4.5% · 5d -7.7%65%10 0.19✓ matches cascade
BRENT BRENTSHORT-0.7% · 5d -0.7%60%31 0.17⚠ differs
US dollar DXYLONG+0.5% · 5d +0.4%59%39 0.17✓ matches cascade
NDX NDXSHORT-0.4% · 5d -0.8%59%35 0.14✓ matches cascade
Gold XAUSHORT-0.8% · 5d -1.5%57%32 0.12✓ matches cascade
High-yield credit HYGSHORT-0.5% · 5d -0.1%58%31 0.12·
Bitcoin BTCSHORT-1.3% · 5d -3.9%57%31 0.10·
XLK XLKSHORT-0.2% · 5d -0.6%56%32 0.09✓ matches cascade

Methodology. Probability and impact are anchored to history and scored against what actually happens — wins and losses, in public, at Reality Check. Crowd odds live from Polymarket & Kalshi. By Vikas Singh, Quantitative Strategist. Updated 2026-07-03.