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

What if Disinflationary boom: supply expands faster than demand, margins widen?

Capacity additions and supply normalization outpace robust demand, producing a disinflationary boom where output rises, prices ease and corporate margins widen.

28%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 28% · 90% range 8–47% · 40 analogues · measured class deflation 69% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 69% in 3 yr69%
Analyst prior · editorial share 41% of the class28%
Pooled · weight 87%28%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)28%
Published28%

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-on shock. Capacity additions and supply normalization outpace robust demand, producing a disinflationary boom where output rises, prices ease and corporate margins widen. The trigger decomposes into signed root‑shocks — Credit spreads ▼ · Growth surprise ▲ · Industrial demand ▲ · Inflation expectations ▼ · 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▲ +1.4%
hist -4.24–+14.59% · other way -2.57% (n=12)
2Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +1.1%
hist +0.15–+0.71% · other way +0.72% (n=12)
3Solana SOLon Hyperliquid 📈 chartCrypto▲ +1.1%
hist -2.53–+1.67% · other way +4.67% (n=5)
4Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.9%
model prior · unmeasured
5Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.8%
hist -0.51–+2.38% · other way -2.25% (n=5)
6Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.8%
hist -3.16–+0.91% · other way +8.54% (n=12)
7Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.7%
hist -1.23–+3.72% · other way +2.64% (n=7)
8S&P 500 SPXon Hyperliquid 📈 chartIndex▲ +0.6%
hist -0.09–+1.09% · other way -0.23% (n=12)
9Tech sector XLK 📈 chartEquity▲ +0.6%
hist +0.09–+0.4% · other way +0.78% (n=12)
10High-yield credit HYG 📈 chartRate▲ +0.5%
hist -0.49–+0.24% · other way +1.06% (n=12)
11Coinbase COINon Hyperliquid 📈 chartEquity▲ +0.5%
hist -4.79–+12.5% · other way -9.52% (n=3)
12Semiconductors SMHon Hyperliquid 📈 chartEquity▲ +0.4%
hist -0.35–+1.33% · other way +0.42% (n=12)
13Financials XLF 📈 chartEquity▲ +0.4%
hist -0.09–+0.32% · other way -0.68% (n=12)
14Freeport (copper) FCX 📈 chartEquity▲ +0.3%
hist -0.42–+0.36% · other way -2.21% (n=12)

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: A typical stock-heavy portfolio should benefit. Stay invested; you can lean modestly into the beneficiaries below.
Also moves (not yet on Hyperliquid): Tech sector +0.6% · High-yield credit +0.5% · Financials +0.4% · Freeport (copper) +0.3% · JPMorgan +0.3% · Turkish lira +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.

Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Soviet August coup attempt against Gorbachev 1991-08 Volcker Saturday Night Special 1979-10 India RBI growth-pivot rate cut 2025-12 Fatal mud-rush halts Freeport's Grasberg, tightening copper supply 2025-09 Trump's 50% copper tariff sends Comex copper to a record 2025-07 Anglo American demerges Valterra Platinum 2025-06 Bitcoin tops $111,970 for a new all-time high 2025-05 DRC suspends cobalt exports 2025-02 Nasdaq Composite first close above 20000 2024-12 S&P 500 first close above 6000 2024-11 Nikkei 225 record single-day rebound 2024-08 India slashes gold import duty from 15% to 6% in 2024 budget 2024-07 BHP abandons $49bn takeover bid for Anglo American 2024-05 Comex copper hits record on New York short squeeze 2024-05 Alphabet announces its first-ever dividend 2024-04 Ukrainian drone strikes hit Russian refineries, lifting crude and gasoline 2024-03 S&P 500 first close above 5000 2024-02 Neuralink implants its first human brain-computer interface 2024-01 Panama Supreme Court voids Cobre Panama copper concession 2023-11 Newmont completes $15bn Newcrest takeover to lead global gold 2023-11 Nifty 50 first crosses 20000 2023-09 RTX takes $3B charge on Pratt & Whitney GTF engine flaw 2023-09 Niger coup d'etat 2023-07 LK-99 room-temperature superconductor claim 2023-07 Nifty 50 first crosses 19000 2023-06 Strong May 2023 jobs report jolts yields higher 2023-06 Nvidia AI-guidance blowout ignites the automation/AI capex wave 2023-05 OpenAI releases GPT-4 2023-03 PJM grid emergency during Winter Storm Elliott 2022-12 NIF achieves fusion ignition 2022-12 European TTF gas hits all-time record high 2022-08 LME nickel short squeeze and trading halt 2022-03 Tin hits nominal record on LME above $48,000/t 2022-03 Russia central-bank reserves frozen 2022-02 Burkina Faso coup d'etat 2022-01
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
High-yield credit HYGSHORT-0.6% · 5d -0.2%72%38 0.33⚠ differs
SPX SPXLONG+0.8% · 5d +0.1%64%40 0.25✓ matches cascade
TRY TRYSHORT-1.7% · 5d +0.6% ↺ fades65%38 0.22⚠ differs
MSTR MSTRLONG+12.7% · 5d -2.7% ↺ fades60%38 0.20✓ matches cascade
JPM JPMLONG+0.1% · 5d -0.6% ↺ fades62%39 0.20✓ matches cascade
NVDA NVDALONG+2.5% · 5d -2.9% ↺ fades60%38 0.16✓ matches cascade
ASML ASMLSHORT-2.0% · 5d -3.3%60%38 0.16⚠ differs
30y yield DGS30LONG+11bp · 5d +4bp57%40 0.13⚠ differs
10y yield DGS10LONG+14bp · 5d +6bp57%40 0.13⚠ differs
COIN COINLONG+11.6% · 5d +2.2%56%37 0.12✓ matches cascade
MRVL MRVLLONG+0.9% · 5d -1.4% ↺ fades58%38 0.12✓ matches cascade
US dollar DXYLONG+0.3% · 5d +0.2%57%40 0.12·
AVGO AVGOLONG+1.4% · 5d -1.2% ↺ fades56%38 0.11✓ matches cascade
ETH ETHLONG+1.8% · 5d -2.5% ↺ fades56%37 0.10✓ 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.