📈 Markets & Finance risk-off · 6–18 months
A what‑if from the future

What if persistently low oil pressures Aramco to sustain its dividend with added leverage?

Persistently low oil pressures Aramco's ability to sustain its outsized dividend without added leverage, a fiscal-transfer channel that directly feeds the Saudi budget and TASI.

12%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 12% · 90% range 0–24% · 40 analogues · measured class oil_glut 60% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — oil_glut ≈0.6142/yr → 60% in 18 mo60%
Analyst prior · editorial share 20% of the class12%
Pooled · weight 87%12%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)12%
Published12%

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 6–18 months 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 risk-off shock. Persistently low oil pressures Aramco's ability to sustain its outsized dividend without added leverage, a fiscal-transfer channel that directly feeds the Saudi budget and TASI. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Oil demand ▼ · 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
1MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.6%
hist -0.52–+0.13% · other way +12.56% (n=9)
2Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.5%
hist -0.45–-0.13% · other way +6.04% (n=5)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.38–+0.59% · other way +0.07% (n=10)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
5Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist -0.45–+1.42% · other way -6.34% (n=10)
6Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -1.63–+0.73% · other way +3.12% (n=5)
7High-yield credit HYG 📈 chartRate▼ -0.4%
hist -0.35–+0.14% · other way -0.45% (n=8)
8Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -0.43–-0.01% · other way +4.09% (n=5)
9Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.42–+0.59% · other way -0.59% (n=9)
10Financials XLF 📈 chartEquity▼ -0.2%
hist -1.16–+0.26% · other way +2.06% (n=9)
11S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.47–+0.07% · other way +0.37% (n=12)
12JPMorgan JPM 📈 chartEquity▼ -0.2%
hist -1.42–+0.27% · other way +9.01% (n=10)
13Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -2.2–+2.27% · other way +27.86% (n=5)
14WTI crude CLon Hyperliquid 📈 chartCommodity▼ -0.2%
hist -0.54–+0.11% · other way -7.96% (n=9)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Cash / hedgeRaise cash and hold the long hedges above; this scenario is net risk-off.
For a common-man portfolio: A typical stock-heavy portfolio is at risk. Consider trimming equities, raising cash, and a small cash hedge.
Also moves (not yet on Hyperliquid): High-yield credit -0.4% · Tech sector -0.3% · Financials -0.2% · JPMorgan -0.2%

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.

WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Greece first EU/IMF bailout 2010-05 Northern Rock bank run 2007-09 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 PJM grid emergency during Winter Storm Elliott 2022-12 Germany agrees Uniper bailout 2022-07 Kaisa Group offshore default 2021-12 Texas grid failure during Winter Storm Uri 2021-02 Gold closes above $2,000/oz for the first time 2020-08 Norilsk Nickel Arctic diesel spill 2020-05 Saudi-Russia oil price war 2020-03 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 China rout & circuit-breaker / yuan slide 2016-01 China-led global 'Black Monday' rout 2015-08 Russian ruble 'Black Tuesday' 2014-12 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Gold futures velocity-logic flash crash 2014-01 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Gold all-time peak of $1,921/oz 2011-09 Portugal requests EU-IMF bailout 2011-04 Egyptian revolution / Mubarak uprising 2011-01 Greece requests EU/IMF bailout 2010-04 Anglo Irish Bank nationalisation 2009-01 Fannie Mae and Freddie Mac conservatorship 2008-09 IndyMac Bank seized by the Office of Thrift Supervision 2008-07 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
JPM JPMSHORT-1.2% · 5d -1.4%66%40 0.31✓ matches cascade
Bitcoin BTCSHORT-0.2% · 5d -2.9%65%22 0.25✓ matches cascade
XLF XLFSHORT-0.9% · 5d -1.1%62%40 0.22✓ matches cascade
NDX NDXLONG+0.7% · 5d -0.8% ↺ fades62%40 0.19⚠ differs
SOL SOLSHORT-0.1% · 5d -8.9%62%15 0.17✓ matches cascade
US dollar DXYLONG+0.6% · 5d +0.0%59%40 0.17·
SMH SMHLONG+0.7% · 5d -0.4% ↺ fades59%40 0.16⚠ differs
CL CLSHORT-0.4% · 5d -1.4%58%40 0.15✓ matches cascade
Gold XAULONG+0.6% · 5d +0.1%57%40 0.14·
10y yield DGS10SHORT-3bp · 5d +0bp ↺ fades58%40 0.12·
XLK XLKLONG+0.7% · 5d -0.4% ↺ fades55%40 0.08⚠ differs
MSTR MSTRLONG+0.4% · 5d -4.3% ↺ fades47%40 0.00⚠ differs
Volatility VIXLONG+1.2% · 5d +0.4%47%40 0.00✓ matches cascade
ETH ETHSHORT-1.4% · 5d -4.0%47%16 0.00✓ 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.