📈 Markets & Finance risk-off · 1–3 years
A what‑if from the future

What if Commodity-supercycle inflation: broad raw-material bid lifts CPI?

Synchronized underinvestment across energy, metals and agriculture drives a commodity supercycle that feeds durable cost-push inflation and rotates leadership to real assets.

18%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 6–30% · 24 analogues · measured class growth 100% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — growth ≈1.8868/yr → 100% in 3 yr100%
Analyst prior · editorial share 16% of the class16%
Pooled · weight 80%18%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)18%
Published18%

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 risk-off shock. Synchronized underinvestment across energy, metals and agriculture drives a commodity supercycle that feeds durable cost-push inflation and rotates leadership to real assets. The trigger decomposes into signed root‑shocks — Gold ▲ · Copper ▲ · Industrial demand ▲ · Inflation surprise ▲ · 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
1Freeport (copper) FCX 📈 chartEquity▲ +0.9%
hist -3.83–+2.71% · other way +7.57% (n=12)
2Copper XCUon Hyperliquid 📈 chartCommodity▲ +0.7%
hist -3.09–+1.7% · other way -0.42% (n=12)
3MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.5%
hist -2.29–+1.11% · other way +21.27% (n=12)
4Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.5%
hist -0.47–+0.31% · other way +1.25% (n=12)
5Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -4.45–+4.35% · other way -6.23% (n=9)
6Tech sector XLK 📈 chartEquity▼ -0.4%
hist -0.73–+0.49% · other way +1.94% (n=12)
7Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.4%
model prior · unmeasured
8Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -0.65–+0.09% · other way +9.98% (n=9)
9Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -3.41–+2.31% · other way +2.96% (n=9)
1030y Treasury yield DGS30 📈 chartRate▲ +3bp
hist -2.33–+8.56% · other way +4.9% (n=12)
11Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist -3.01–+8.94% · other way -9.52% (n=12)
1210y Treasury yield DGS10 📈 chartRate▲ +3bp
hist -1.39–+6.3% · other way +4.2% (n=12)
13S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.1%
hist -1.54–+0.61% · other way +2.72% (n=12)
14Coinbase COINon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.09–+0.85% · other way +22.18% (n=8)

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): Freeport (copper) +0.9% · Tech sector -0.4% · 30y Treasury yield +3bp · 10y Treasury yield +3bp · 2y Treasury yield +1bp

Historical precedent — what analogous events actually did

Across 24 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.

Silver Thursday 1980-03 Gold peaks at $850 1980-01 1979 Iranian Revolution oil shock 1979-01 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 August 2022 hot CPI 2022-09 Powell's hawkish 'pain' speech at Jackson Hole 2022-08 Turkish lira record low on rate cuts 2021-11 Gold closes above $2,000/oz for the first time 2020-08 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 Gold futures velocity-logic flash crash 2014-01 Gold all-time peak of $1,921/oz 2011-09 Egyptian revolution / Mubarak uprising 2011-01 Crude oil all-time high 2008-07 Soviet August coup attempt against Gorbachev 1991-08 Chernobyl disaster 1986-04 Iran hostage crisis / US freezes Iranian assets 1979-11 Volcker Saturday Night Special 1979-10 Three Mile Island partial meltdown 1979-03 Iranian Revolution oil shock 1978-12 Nixon Shock 1971-08
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXLONG+8.1% · 5d +10.6%73%15 0.40✓ matches cascade
XPT XPTSHORT-6.6% · 5d -1.4%71%14 0.40⚠ differs
XCU XCUSHORT-3.3% · 5d -1.1%71%14 0.34⚠ differs
Gold XAUSHORT-1.6% · 5d -0.5%64%14 0.27·
FCX FCXSHORT-4.4% · 5d -1.7%64%14 0.22⚠ differs
NDX NDXLONG+0.5% · 5d -1.0% ↺ fades62%16 0.18⚠ differs
Bitcoin BTCSHORT-0.4% · 5d -2.9%60%10 0.16✓ matches cascade
ETH ETHSHORT-3.3% · 5d -4.0%62%8 0.16✓ matches cascade
ARM ARMLONG+1.4% · 5d -5.3% ↺ fades67%3 0.16⚠ differs
XPD XPDSHORT-4.8% · 5d -1.9%57%14 0.12⚠ differs
XLK XLKLONG+0.8% · 5d -0.9% ↺ fades57%14 0.11⚠ differs
SOL SOLLONG+5.1% · 5d -4.9% ↺ fades57%7 0.10⚠ differs
SPX SPXSHORT-1.4% · 5d -0.6%53%24 0.05✓ matches cascade
MSTR MSTRSHORT-2.0% · 5d -3.1%50%14 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.