🏛 Central Banks & Macro risk-off · 0–6 months
A what‑if from the future

What if the ECB triggers its anti-fragmentation bond-buying tool?

Activating TPI to cap a periphery blowout is the tell that BTP-Bund stress is already acute: the trade is short EU financials and HY credit as fragmentation risk leaks, with peripheral spreads the cleanest instrument. Rhymes with the July 2022 TPI unveiling and the 2012 OMT 'whatever it takes' — both compressed spreads but exposed the tool's conditionality. Forward: with QT ongoing and PEPP reinvestments gone, the ECB's backstop is thinner than 2012.

18%
our model probability
over 0–6 months
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 18% · 90% range 2–34% · 25 analogues · measured class monetary_easing 45% in 6 mo · 3% held back for the unknown
how we built this number — every step
Measured class rate — monetary_easing ≈1.1779/yr → 45% in 6 mo45%
Analyst prior · editorial share 40% of the class18%
Pooled · weight 81%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 0–6 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. The ECB activates Transmission Protection Instrument bond-buying to cap a peripheral spread blowout, exposing the limits of its anti-fragmentation tool. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Fed policy path ▼ — 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
1High-yield credit HYG 📈 chartRate▼ -0.6%
hist -0.99–+0.01% · other way -0.03% (n=11)
2Financials XLF 📈 chartEquity▼ -0.4%
hist -1.18–+0.21% · other way +0.56% (n=11)
3JPMorgan JPM 📈 chartEquity▼ -0.4%
hist -0.85–+0.07% · other way +2.68% (n=11)
4Volatility (VIX) VIXon Hyperliquid 📈 chartVol▲ +0.2%
hist -2.57–+5.76% · other way -3.7% (n=11)
5Gold XAUon Hyperliquid 📈 chartCommodity▲ +0.2%
hist +0.04–+0.23% · other way +1.31% (n=11)
6US dollar (DXY) DXYon Hyperliquid 📈 chartFX▼ -0.2%
hist -0.28–+0.35% · other way +0.63% (n=12)
72y Treasury yield DGS2Rate▼ -2bp
model prior · unmeasured
830y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -14.57–+3.36% · other way +21.9% (n=12)
9USD/JPY USDJPYon Hyperliquid 📈 chartFX▼ -0.2%
hist -0.22–+0.19% · other way +0.78% (n=11)
1010y Treasury yield DGS10 📈 chartRate▼ -2bp
hist -15.97–+5.65% · other way +20.6% (n=12)
11EUR/USD EURUSDon Hyperliquid 📈 chartFX▲ +0.2%
hist -1.01–+0.57% · other way -0.67% (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 -0.4% · 2y Treasury yield -2bp · 30y Treasury yield -2bp · 10y 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·
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
30y yield DGS30SHORT-12bp · 5d -7bp64%25 0.26✓ matches cascade
XLF XLFSHORT-0.9% · 5d -1.5%59%22 0.16✓ matches cascade
10y yield DGS10SHORT-14bp · 5d -8bp56%25 0.11✓ matches cascade
EURUSD EURUSDSHORT-1.1% · 5d -0.3%52%21 0.05⚠ differs
Volatility VIXLONG+5.5% · 5d +3.1%52%23 0.04✓ matches cascade
US dollar DXYLONG+0.5% · 5d +0.1%52%25 0.03⚠ differs
Gold XAULONG+0.1% · 5d +0.2%50%22 0.00✓ matches cascade
USDJPY USDJPYLONG+0.3% · 5d -0.2% ↺ fades50%22 0.00⚠ differs

Why this probability

TPI activation needs disorderly peripheral blowout; spreads contained mid-2026, modest tail. A base‑rate‑anchored prior, continuously scored against what actually happens — not a forecast.

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.