What if Pension-fund flight from equities into bonds hits stock valuations?
Aging pension systems accelerate de-risking out of equities into fixed income to match liabilities, a structural outflow that pressures equity valuations even in a calm macro.
how we built this number — every step
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.
What it would mean
If this plays out, it is a risk-off shock. Aging pension systems accelerate de-risking out of equities into fixed income to match liabilities, a structural outflow that pressures equity valuations even in a calm macro. The trigger decomposes into signed root‑shocks — Credit spreads ▼ · Real yields ▼ · 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▼ -0.4% hist -8.17–+1.5% · other way +24.08% (n=7) |
| 2 | Hyperliquid (HYPE) HYPEon Hyperliquid | Crypto | ▼ -0.3% model prior · unmeasured |
| 3 | Ether ETHon Hyperliquid 📈 chart | Crypto | ▼ -0.3% hist -5.49–+1.36% · other way +5.0% (n=8) |
| 4 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▼ -0.3% hist -0.31–-0.02% · other way +1.5% (n=12) |
| 5 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▼ -0.2% hist -2.82–+5.24% · other way +3.05% (n=12) |
| 6 | Volatility (VIX) VIXon Hyperliquid 📈 chart | Vol | ▲ +0.2% hist -0.58–+1.77% · other way -1.74% (n=12) |
| 7 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist +0.04–+0.12% · other way +2.38% (n=12) |
| 8 | S&P 500 SPXon Hyperliquid 📈 chart | Index | ▼ -0.2% hist -0.27–+1.18% · other way +0.07% (n=12) |
| 9 | 30y Treasury yield DGS30 📈 chart | Rate | ▼ -2bp hist -2.32–+5.96% · other way +2.4% (n=12) |
| 10 | 10y Treasury yield DGS10 📈 chart | Rate | ▼ -1bp hist -2.64–+7.34% · other way +1.7% (n=12) |
Probable recommendation
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.
| Asset | History says | Abnormal (20d · 5d) | Hit | n | Confidence | vs cascade |
|---|---|---|---|---|---|---|
| SPX SPX | LONG | +1.1% · 5d +0.2% | 71% | 39 | 0.35 | ⚠ differs |
| SOL SOL | SHORT | -6.8% · 5d -6.4% | 71% | 37 | 0.30 | ✓ matches cascade |
| ETH ETH | SHORT | -4.7% · 5d -5.2% | 66% | 37 | 0.24 | ✓ matches cascade |
| 30y yield DGS30 | LONG | +6bp · 5d +4bp | 64% | 39 | 0.23 | ⚠ differs |
| 10y yield DGS10 | LONG | +7bp · 5d +5bp | 64% | 39 | 0.23 | ⚠ differs |
| High-yield credit HYG | SHORT | -0.2% · 5d +0.1% ↺ fades | 65% | 38 | 0.22 | · |
| NDX NDX | SHORT | -0.2% · 5d -0.9% | 64% | 39 | 0.20 | ✓ matches cascade |
| US dollar DXY | SHORT | -0.1% · 5d +0.1% ↺ fades | 57% | 39 | 0.12 | · |
| Bitcoin BTC | SHORT | -0.8% · 5d -2.5% | 58% | 37 | 0.12 | · |
| Volatility VIX | LONG | +1.6% · 5d -3.4% ↺ fades | 57% | 39 | 0.11 | ✓ matches cascade |
| MSTR MSTR | LONG | +5.3% · 5d -2.2% ↺ fades | 50% | 38 | 0.00 | ⚠ differs |
| Gold XAU | SHORT | -0.0% · 5d -0.8% | 50% | 38 | 0.00 | ⚠ differs |