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

What if Gas-spike inflation print revives a Fed-hawkish energy scare?

A sharp winter gas and heating-cost spike feeds into headline CPI, reviving fears the Fed stays restrictive longer; real yields and the dollar firm while rate-sensitive risk assets wobble.

16%
our model probability
over 6–18 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 16% · 90% range 6–26% · 40 analogues · measured class energy 89% in 18 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — energy ≈1.4869/yr → 89% in 18 mo89%
Analyst prior · editorial share 18% of the class16%
Pooled · weight 87%16%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)16%
Published16%

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. A sharp winter gas and heating-cost spike feeds into headline CPI, reviving fears the Fed stays restrictive longer; real yields and the dollar firm while rate-sensitive risk assets wobble. The trigger decomposes into signed root‑shocks — Natural gas ▲ · Fed policy path ▲ · Inflation surprise ▲ · Real yields ▲ · 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▼ -1.2%
hist -4.31–+0.78% · other way +17.37% (n=12)
2Tech sector XLK 📈 chartEquity▼ -1.1%
hist -0.8–-0.15% · other way -0.22% (n=12)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -1.0%
hist -0.56–-0.01% · other way -0.4% (n=12)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.8%
hist -2.94–+5.06% · other way +8.42% (n=8)
530y Treasury yield DGS30 📈 chartRate▲ +8bp
hist -1.07–+13.27% · other way +1.2% (n=12)
6Gold XAUon Hyperliquid 📈 chartCommodity▼ -0.8%
hist -1.18–+0.08% · other way -0.39% (n=12)
7Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.7%
hist -2.32–+0.46% · other way +3.91% (n=9)
810y Treasury yield DGS10 📈 chartRate▲ +7bp
hist -1.76–+13.0% · other way +3.1% (n=12)
9Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.7%
model prior · unmeasured
10Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -1.53–+0.37% · other way +8.64% (n=8)
11Natural gas NGon Hyperliquid 📈 chartCommodity▲ +0.5%
hist -6.69–+1.94% · other way +2.23% (n=12)
12Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.4%
hist +0.0–+0.59% · other way -8.5% (n=12)
13Arm ARMon Hyperliquid 📈 chartEquity▼ -0.4%
hist -2.49–+1.63% · other way -13.96% (n=5)
14S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -1.08–+0.26% · other way +1.15% (n=12)

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): Tech sector -1.1% · 30y Treasury yield +8bp · 10y Treasury yield +7bp · Homebuilders -0.4% · 2y Treasury yield +3bp · Aussie dollar -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.

August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Silver Thursday 1980-03 Gold peaks at $850 1980-01 Volcker Saturday Night Special 1979-10 1979 Iranian Revolution oil shock 1979-01 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 Henry Hub natural gas falls to an all-time inflation-adjusted low on record output 2024-11 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 May 2022 US CPI sends S&P into a bear market 2022-06 Russia central-bank reserves frozen 2022-02 Bank of England's first post-pandemic rate hike 2021-12 Fed retires 'transitory' 2021-11 Turkish lira record low on rate cuts 2021-11 European gas crisis intraday record spike 2021-10 Turkey fires central-bank governor Agbal, sparking lira plunge 2021-03 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 WTI crude futures settle negative as demand collapses 2020-04 Palladium breaks $2,000 for the first time on auto-demand deficit 2020-01 February 2018 hot wage print triggers rate scare 2018-02 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 Russian ruble 'Black Tuesday' 2014-12 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Crude oil all-time high 2008-07 ECB's ill-timed pre-crisis rate hike 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 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Shanghai Sneeze global selloff with then-record VIX spike 2007-02 Amaranth Advisors natural-gas blowup 2006-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
NG NGSHORT-6.1% · 5d -4.9%65%36 0.29⚠ differs
MSTR MSTRSHORT-3.4% · 5d -4.1%64%36 0.20✓ matches cascade
GBPUSD GBPUSDSHORT-0.6% · 5d +0.1% ↺ fades62%36 0.20✓ matches cascade
NDX NDXLONG+0.3% · 5d -1.1% ↺ fades62%36 0.18⚠ differs
EURUSD EURUSDSHORT-0.6% · 5d +0.0% ↺ fades61%36 0.18✓ matches cascade
Bitcoin BTCSHORT-1.8% · 5d -3.3%60%25 0.16✓ matches cascade
30y yield DGS30LONG+9bp · 5d +3bp57%40 0.14✓ matches cascade
HOOD HOODLONG+2.6% · 5d -0.9% ↺ fades56%15 0.12⚠ differs
ARM ARMSHORT-2.2% · 5d -6.3%60%5 0.11✓ matches cascade
US dollar DXYLONG+0.6% · 5d +0.3%56%40 0.10✓ matches cascade
KRW KRWSHORT-0.5% · 5d +0.6% ↺ fades55%36 0.10✓ matches cascade
XHB XHBLONG+1.0% · 5d -0.7% ↺ fades54%36 0.07⚠ differs
AUD AUDSHORT-0.4% · 5d +0.1% ↺ fades53%36 0.05✓ matches cascade
SMH SMHSHORT-0.4% · 5d -0.8%53%36 0.04✓ 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.