₿ Crypto & Digital Assets risk-off · 1–3 years
A what‑if from the future

What if Macro recession drags crypto into a correlated risk-off bear?

A US recession crushes risk appetite and liquidity, and BTC, behaving as high-beta, falls alongside equities into a cyclical bear market.

28%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 28% · 90% range 16–40% · 40 analogues · measured class crypto_crash 97% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — crypto_crash ≈1.1866/yr → 97% in 3 yr97%
Analyst prior · editorial share 31% of the class30%
Pooled · weight 87%29%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)29%
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-off shock. A US recession crushes risk appetite and liquidity, and BTC, behaving as high-beta, falls alongside equities into a cyclical bear market. The trigger decomposes into signed root‑shocks — Bitcoin ▼ · Crypto confidence ▼ · Crypto liquidity ▼ · Recession signal ▲ · 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▼ -6.1%
hist -4.04–-1.77% · other way -5.96% (n=12)
2Ether ETHon Hyperliquid 📈 chartCrypto▼ -4.7%
hist -16.38–+1.04% · other way -3.85% (n=12)
3Solana SOLon Hyperliquid 📈 chartCrypto▼ -4.0%
hist -12.44–+0.56% · other way -15.5% (n=12)
4Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -3.4%
hist -10.71–+1.05% · other way -3.27% (n=12)
5Coinbase COINon Hyperliquid 📈 chartEquity▼ -2.4%
hist -1.72–-0.76% · other way +6.46% (n=12)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -2.0%
model prior · unmeasured
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.9%
hist -1.06–-0.07% · other way -0.02% (n=12)
8Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.6%
hist -0.24–+1.39% · other way +2.0% (n=12)
9S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.36–+1.11% · other way +0.34% (n=12)
10Tech sector XLK 📈 chartEquity▼ -0.5%
hist -0.46–+0.07% · other way +0.57% (n=12)
11Financials XLF 📈 chartEquity▼ -0.5%
hist -0.35–-0.05% · other way -0.69% (n=12)
12High-yield credit HYG 📈 chartRate▼ -0.5%
hist -0.36–+0.12% · other way +0.08% (n=12)
13Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.63–+1.29% · other way +1.35% (n=12)
14Nvidia NVDAon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.67–+0.93% · other way -0.46% (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 -0.5% · Financials -0.5% · High-yield credit -0.5% · 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.

Solana craters toward $8 on FTX/Alameda overhang 2022-12 CoinDesk exposes Alameda's FTT-heavy balance sheet 2022-11 Three Arrows Capital liquidation order 2022-06 Celsius Network freezes withdrawals 2022-06 Bitcoin May 2021 crash 2021-05 Nvidia crypto-glut guidance crash 2018-11 August 24, 2015 ETF flash crash 2015-08 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Bitcoin April 2013 Mt. Gox-overload crash 2013-04 Cyprus deposit bail-in 2013-03 Greece first EU/IMF bailout 2010-05 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Record $19bn crypto liquidation cascade 2025-10 Gold tops $4,000 and silver spikes past $50 in historic squeeze 2025-10 Israel strikes Iran — Operation Rising Lion 2025-06 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 Tesla shares crater on DOGE political backlash and Europe sales collapse 2025-03 Bybit hack 2025-02 TSMC slumps as DeepSeek roils AI-chip demand assumptions 2025-02 Micron's weak FQ2 guidance sparks a sharp December selloff 2024-12 ASML bookings-miss crash 2024-10 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Gold tops $2,500 for the first time on Fed rate-cut bets 2024-08 Nikkei 225 record single-day rebound 2024-08 Nikkei 225 worst single-day crash since 1987 2024-08 KOSPI biggest-ever point loss triggers circuit breaker 2024-08 VIX third-highest spike on record 2024-08 Weak July 2024 jobs report triggers Sahm-rule growth scare 2024-08 Intel's Q2 earnings trigger its worst single-day crash since 1974 2024-08 Megacap AI-capex doubt selloff 2024-07 Trump 'Taiwan should pay for defense' chip selloff 2024-07 India's Modi loses single-party majority 2024-06 Mexico's Sheinbaum landslide + supermajority scare 2024-06 Sam Bankman-Fried convicted on all seven counts 2023-11 Wagner Group mutiny against the Kremlin 2023-06 Turkish lira hits record low after Erdogan re-election 2023-05 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
SOL SOLSHORT-9.0% · 5d -10.0%76%32 0.42✓ matches cascade
ETH ETHSHORT-12.1% · 5d -9.2%74%33 0.41✓ matches cascade
MU MUSHORT-4.1% · 5d -3.8%76%40 0.40✓ matches cascade
SPX SPXLONG+1.1% · 5d -0.6% ↺ fades71%40 0.38⚠ differs
Bitcoin BTCSHORT-8.0% · 5d -6.1%70%34 0.34✓ matches cascade
10y yield DGS10SHORT-12bp · 5d -7bp61%40 0.18·
SMH SMHLONG+1.4% · 5d -0.4% ↺ fades59%39 0.16⚠ differs
US dollar DXYSHORT-0.4% · 5d -0.0%59%40 0.15·
TSM TSMLONG+2.2% · 5d -0.2% ↺ fades57%39 0.12⚠ differs
NDX NDXSHORT-0.5% · 5d -1.7%55%40 0.08✓ matches cascade
High-yield credit HYGLONG+0.3% · 5d +0.3%55%39 0.08⚠ differs
Volatility VIXLONG+1.0% · 5d +0.7%53%39 0.05✓ matches cascade
JPM JPMSHORT-0.1% · 5d -0.5%53%40 0.04✓ matches cascade
COIN COINSHORT-0.2% · 5d -1.9%51%32 0.03✓ 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.