What if Corporate DB-pension de-risking floods the long-bond market with demand?
Better-funded corporate defined-benefit plans pile into long-dated bonds to lock in liabilities, a demographic-driven structural bid that flattens curves and compresses long yields.
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 3–10 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 mixed shock. Better-funded corporate defined-benefit plans pile into long-dated bonds to lock in liabilities, a demographic-driven structural bid that flattens curves and compresses long yields. The trigger decomposes into signed root‑shocks — Credit spreads ▼ · Yield-curve slope ▼ · Real yields ▼ · 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.
| Market | Class | Projected move | |
|---|---|---|---|
| 1 | MicroStrategy MSTRon Hyperliquid 📈 chart | Equity | ▲ +0.4% hist -5.73–+11.8% · other way +12.92% (n=12) |
| 2 | Nasdaq 100 NDXon Hyperliquid 📈 chart | Index | ▲ +0.3% hist -0.06–+0.57% · other way +0.4% (n=12) |
| 3 | Tech sector XLK 📈 chart | Equity | ▲ +0.3% hist -0.13–+0.62% · other way +0.15% (n=12) |
| 4 | Bitcoin BTCon Hyperliquid 📈 chart | Crypto | ▲ +0.2% hist -2.71–+6.77% · other way +0.35% (n=11) |
| 5 | 30y Treasury yield DGS30 📈 chart | Rate | ▼ -2bp hist -2.62–+3.38% · other way +3.9% (n=12) |
| 6 | Gold XAUon Hyperliquid 📈 chart | Commodity | ▲ +0.2% hist -0.47–+0.31% · other way +1.39% (n=12) |
| 7 | 10y Treasury yield DGS10 📈 chart | Rate | ▼ -2bp hist -2.42–+6.08% · other way +0.2% (n=12) |
| 8 | Solana SOLon Hyperliquid 📈 chart | Crypto | ▲ +0.1% hist -3.29–+6.71% · other way -4.46% (n=10) |
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 |
|---|---|---|---|---|---|---|
| 10y yield DGS10 | LONG | +6bp · 5d +3bp | 65% | 40 | 0.23 | ⚠ differs |
| NDX NDX | LONG | +0.4% · 5d -0.7% ↺ fades | 62% | 40 | 0.18 | ✓ matches cascade |
| High-yield credit HYG | SHORT | -0.3% · 5d -0.1% | 62% | 40 | 0.18 | · |
| Volatility VIX | SHORT | -2.0% · 5d -6.8% | 60% | 40 | 0.15 | · |
| Bitcoin BTC | LONG | +6.3% · 5d -1.9% ↺ fades | 56% | 36 | 0.10 | ✓ matches cascade |
| 30y yield DGS30 | LONG | +4bp · 5d +2bp | 55% | 40 | 0.08 | ⚠ differs |
| Gold XAU | SHORT | -0.6% · 5d -0.8% | 55% | 40 | 0.08 | ⚠ differs |
| MSTR MSTR | LONG | +11.4% · 5d -1.9% ↺ fades | 47% | 40 | 0.00 | ✓ matches cascade |
| XLK XLK | LONG | +0.4% · 5d -0.4% ↺ fades | 47% | 40 | 0.00 | ✓ matches cascade |
| SOL SOL | LONG | +6.5% · 5d -2.3% ↺ fades | 43% | 28 | 0.00 | ✓ matches cascade |
| US dollar DXY | LONG | +0.1% · 5d -0.0% ↺ fades | 45% | 40 | 0.00 | · |