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

What if bank-loan fund outflows accelerate as the Fed signals rate cuts?

Bank-loan fund outflows accelerate as the Fed signals cuts, removing a marginal buyer and pressuring loan prices independent of credit fundamentals.

14%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 14% · 90% range 3–25% · 25 analogues · measured class monetary_easing 97% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — monetary_easing ≈1.1779/yr → 97% in 3 yr97%
Analyst prior · editorial share 8% of the class8%
Pooled · weight 81%14%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)14%
Published14%

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. Bank-loan fund outflows accelerate as the Fed signals cuts, removing a marginal buyer and pressuring loan prices independent of credit fundamentals. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Fed policy path ▼ · Risk appetite ▼ · Risk-parity deleveraging ▲ — 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 -6.51–+1.3% · other way +17.19% (n=11)
2High-yield credit HYG 📈 chartRate▼ -0.6%
hist -0.98–+0.02% · other way -0.03% (n=11)
3Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.6%
hist -0.82–+0.04% · other way -0.69% (n=11)
4Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.6%
hist -3.23–+1.65% · other way -3.43% (n=10)
5Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.5%
hist -2.48–+5.9% · other way -3.7% (n=11)
6Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.5%
model prior · unmeasured
7Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.4%
hist -6.03–+4.83% · other way -3.08% (n=10)
8S&P 500 SPXon Hyperliquid 📈 chartIndex▼ -0.4%
hist -0.4–-0.08% · other way -0.54% (n=12)
9Financials XLF 📈 chartEquity▼ -0.4%
hist -1.16–+0.23% · other way +0.56% (n=11)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -8.73–+4.74% · other way -0.32% (n=10)
11Semiconductors SMHon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.75–+1.58% · other way +0.1% (n=11)
12JPMorgan JPM 📈 chartEquity▼ -0.3%
hist -0.84–+0.08% · other way +2.68% (n=11)
13Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.3%
hist +0.07–+0.28% · other way +1.31% (n=11)
14Tech sector XLK 📈 chartEquity▼ -0.3%
hist -0.39–+0.47% · other way -0.2% (n=11)

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 gold hedge.
Also moves (not yet on Hyperliquid): High-yield credit -0.6% · Financials -0.4% · JPMorgan -0.3% · Tech sector -0.3% · 2y Treasury yield -2bp · 30y Treasury yield -2bp

Historical precedent — what analogous events actually did

Across 25 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.

Northern Rock bank run 2007-09 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 Kaisa Group offshore default 2021-12 Turkish lira record low on rate cuts 2021-11 Gold closes above $2,000/oz for the first time 2020-08 HYG record outflows in 2014 high-yield rout 2014-10 Mt. Gox collapse 2014-02 Mt. Gox halts withdrawals 2014-02 Cyprus deposit bail-in 2013-03 Spain requests EUR100bn bank bailout 2012-06 Bankia nationalised in Spain's banking crisis 2012-05 Portugal requests EU-IMF bailout 2011-04 Greece first EU/IMF bailout 2010-05 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 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 Turkey lets the lira float 2001-02 Mexico $50bn international rescue package 1995-01 Hong Kong Stock Exchange four-day closure after Black Monday 1987-10 Penn Square Bank failure 1982-07
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Bitcoin BTCSHORT-8.6% · 5d -1.6%83%6 0.54✓ matches cascade
SOL SOLSHORT-2.9% · 5d -6.1%80%5 0.45✓ matches cascade
High-yield credit HYGSHORT-0.7% · 5d -0.1%70%20 0.34✓ matches cascade
JPM JPMSHORT-0.6% · 5d -1.8%68%25 0.31✓ matches cascade
MSTR MSTRSHORT-5.4% · 5d -3.1%68%22 0.28✓ matches cascade
AVGO AVGOLONG+4.6% · 5d -0.5% ↺ fades64%14 0.27⚠ differs
30y yield DGS30SHORT-12bp · 5d -7bp64%25 0.26✓ matches cascade
XLF XLFSHORT-0.9% · 5d -1.5%59%22 0.16✓ matches cascade
SMH SMHLONG+1.6% · 5d -1.0% ↺ fades59%22 0.15⚠ differs
ETH ETHSHORT-6.0% · 5d -1.6%60%5 0.11✓ matches cascade
10y yield DGS10SHORT-14bp · 5d -8bp56%25 0.11✓ matches cascade
XLK XLKLONG+0.6% · 5d -0.7% ↺ fades55%22 0.07⚠ differs
NVDA NVDALONG+3.2% · 5d -3.7% ↺ fades55%22 0.07⚠ differs
MU MULONG+2.0% · 5d -4.5% ↺ fades54%24 0.07⚠ differs

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.