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

What if Defense fixed-price development losses erode prime-contractor margins?

Inflation and rework on fixed-price development deals (tankers, satellites, helicopters) drive repeated charges at Boeing, Lockheed and RTX, pressuring margins and FCF.

28%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 28% · 90% range 16–41% · 40 analogues · measured class defense 97% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — defense ≈1.2155/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 mixed shock. Inflation and rework on fixed-price development deals (tankers, satellites, helicopters) drive repeated charges at Boeing, Lockheed and RTX, pressuring margins and FCF. The trigger decomposes into signed root‑shocks — Credit spreads ▲ · Defense spending ▼ · 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
1Solana SOLon Hyperliquid 📈 chartCrypto▼ -0.3%
hist -3.42–+1.83% · other way -3.1% (n=11)
2Hyperliquid (HYPE) HYPEon HyperliquidCrypto▼ -0.3%
model prior · unmeasured
3Lockheed LMT 📈 chartEquity▼ -0.3%
hist -0.45–+0.52% · other way -2.86% (n=12)
4MicroStrategy MSTRon Hyperliquid 📈 chartEquity▼ -0.3%
hist -0.66–+0.92% · other way +25.41% (n=12)
5Ether ETHon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -7.62–+2.27% · other way +6.3% (n=11)
6Northrop NOC 📈 chartEquity▼ -0.2%
hist -0.5–+0.67% · other way -2.07% (n=12)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▼ -0.2%
hist -0.28–+0.25% · other way +0.4% (n=12)
8RTX RTXon Hyperliquid 📈 chartEquity▼ -0.2%
hist -1.71–+0.47% · other way -3.05% (n=12)
9High-yield credit HYG 📈 chartRate▼ -0.2%
hist -0.78–+0.12% · other way -0.07% (n=12)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▼ -0.2%
hist -5.16–+2.11% · other way +6.5% (n=11)
11Tech sector XLK 📈 chartEquity▼ -0.1%
hist -0.33–+0.58% · other way +0.42% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
Long
For a common-man portfolio: Mixed for a typical portfolio — the move is more about rotation than direction. Favour the winners over the losers below rather than net exposure.
Also moves (not yet on Hyperliquid): Lockheed -0.3% · Northrop -0.2% · High-yield credit -0.2% · Tech sector -0.1%

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.

Israel strikes Iran — Operation Rising Lion 2025-06 China retaliates to Liberation Day: 34% tariffs + rare-earth controls 2025-04 OPEC abandons output defense, opting for market share vs US shale 2014-11 Operation Sindoor: India strikes Pakistan after Pahalgam attack 2025-05 Gold tops $3,000 for the first time amid tariff and rate-cut fears 2025-03 October 2024 Iranian ballistic-missile attack on Israel 2024-10 Hezbollah pager and device explosions across Lebanon 2024-09 Trump 'Taiwan should pay for defense' chip selloff 2024-07 Wagner Group mutiny against the Kremlin 2023-06 First Republic Bank seized and sold to JPMorgan 2023-05 Regional-bank panic deepens after Signature seizure 2023-03 China fires ballistic missiles into Japan's EEZ during Taiwan drills 2022-08 Kaisa Group offshore default 2021-12 Saudi-Russia oil price war 2020-03 Chinese yuan breaks 7 per dollar; US names China manipulator 2019-08 India's Balakot airstrike inside Pakistan 2019-02 Pulwama attack ignites India-Pakistan crisis 2019-02 Bitcoin Cash hash war capitulation 2018-11 Turkish lira crisis 2018-08 North Korea sixth nuclear test 2017-09 North Korea 'fire and fury' nuclear scare 2017-08 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 Egyptian revolution / Mubarak uprising 2011-01 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 Northern Rock bank run 2007-09 American Home Mortgage bankruptcy 2007-08 Bear Stearns freezes redemptions on subprime hedge funds 2007-06 New Century Financial bankruptcy 2007-04 2001 Indian Parliament attack 2001-12 US airline stocks plunge ~40% on first trading day after 9/11 2001-09
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
High-yield credit HYGSHORT-0.6% · 5d -0.1%69%37 0.31✓ matches cascade
ETH ETHSHORT-6.8% · 5d -3.5%68%18 0.28✓ matches cascade
SOL SOLSHORT-3.3% · 5d -7.4%65%12 0.19✓ matches cascade
RTX RTXSHORT-1.5% · 5d -1.6%61%40 0.19✓ matches cascade
US dollar DXYLONG+0.6% · 5d +0.2%58%40 0.13·
10y yield DGS10LONG+0bp · 5d +4bp57%40 0.11·
Volatility VIXLONG+5.1% · 5d +2.7%55%40 0.10·
XLK XLKLONG+0.6% · 5d -0.5% ↺ fades55%40 0.09⚠ differs
Bitcoin BTCSHORT-4.8% · 5d -2.7%55%22 0.08✓ matches cascade
LMT LMTLONG+0.7% · 5d -0.5% ↺ fades49%40 0.00⚠ differs
MSTR MSTRLONG+1.1% · 5d -2.1% ↺ fades43%40 0.00⚠ differs
NOC NOCLONG+0.8% · 5d -0.1% ↺ fades48%40 0.00⚠ differs
NDX NDXLONG+0.4% · 5d -1.1% ↺ fades49%40 0.00⚠ differs
Gold XAULONG+0.3% · 5d -0.4% ↺ fades49%40 0.00·

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.