🏛 Central Banks & Macro mixed · 1–3 years
A what‑if from the future

What if India's terms of trade improve on a soft-commodity world?

Broadly soft energy and metals prices improve India's terms of trade as a net importer, narrowing the CAD, cooling inflation and giving the RBI and rupee a tailwind.

29%
our model probability
over 1–3 years
prediction markets — wisdom of the crowd
loading live odds…
Empirically anchored 29% · 90% range 6–53% · 21 analogues · measured class deflation 69% in 3 yr · 3% held back for the unknown
how we built this number — every step
Measured class rate — deflation ≈0.3895/yr → 69% in 3 yr69%
Analyst prior · editorial share 44% of the class30%
Pooled · weight 78%30%
Crowd — no liquid market
Reserve 3% · no extremizing (×1.0)30%
Published29%

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. Broadly soft energy and metals prices improve India's terms of trade as a net importer, narrowing the CAD, cooling inflation and giving the RBI and rupee a tailwind. The trigger decomposes into signed root‑shocks — EM currencies ▲ · Inflation expectations ▼ · Oil demand ▼ · 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▲ +0.5%
hist -3.4–+4.85% · other way -4.91% (n=7)
2Hyperliquid (HYPE) HYPEon HyperliquidCrypto▲ +0.4%
model prior · unmeasured
3Ether ETHon Hyperliquid 📈 chartCrypto▲ +0.4%
hist -2.47–+4.39% · other way -2.46% (n=7)
4Turkish lira TRY 📈 chartFX▲ +0.4%
hist +0.06–+0.38% · other way +0.33% (n=7)
5MicroStrategy MSTRon Hyperliquid 📈 chartEquity▲ +0.4%
hist -6.5–+11.56% · other way +11.52% (n=7)
6Indian rupee INR 📈 chartFX▲ +0.3%
hist -0.1–+0.64% · other way +0.1% (n=7)
7Nasdaq 100 NDXon Hyperliquid 📈 chartIndex▲ +0.3%
hist -0.23–+1.34% · other way +0.0% (n=7)
8Tech sector XLK 📈 chartEquity▲ +0.2%
hist -0.48–+1.17% · other way -0.1% (n=7)
9Volatility (VIX) VIXon Hyperliquid 📈 chartVol▼ -0.2%
hist -6.78–+1.28% · other way +7.76% (n=7)
10Bitcoin BTCon Hyperliquid 📈 chartCrypto▲ +0.2%
hist -7.24–+9.08% · other way +0.72% (n=7)
11Chinese yuan CNY 📈 chartFX▲ +0.2%
hist -0.03–+0.18% · other way -1.03% (n=7)
1230y Treasury yield DGS30 📈 chartRate▼ -2bp
hist -3.08–+10.39% · other way +10.9% (n=12)
1310y Treasury yield DGS10 📈 chartRate▼ -2bp
hist -5.76–+9.34% · other way +3.7% (n=12)

Probable recommendation

If the scenario above plays out, the probable cross‑asset positioning → a scenario‑conditional read, not personalized investment advice
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): Turkish lira +0.4% · Indian rupee +0.3% · Tech sector +0.2% · Chinese yuan +0.2% · 30y Treasury yield -2bp · 10y Treasury yield -2bp

Historical precedent — what analogous events actually did

Across 21 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.

Henry Hub natural gas hits a 25-year low amid record US production 2024-11 Waha hub natural gas prices crash to record negative on Permian glut 2024-08 WTI crude futures settle negative as demand collapses 2020-04 Oil collapses from $147 to the $30s as the GFC craters demand 2008-12 Platinum hits an 11-year high on Chinese jewelry demand and deficit 2025-06 Palladium jumps after US pushes G7 sanctions on Russian metal 2024-10 Niger coup d'etat 2023-07 PJM grid emergency during Winter Storm Elliott 2022-12 European TTF gas hits all-time record high 2022-08 Texas grid failure during Winter Storm Uri 2021-02 Norilsk Nickel Arctic diesel spill 2020-05 Silver hits 30-year high as JPMorgan and HSBC face manipulation suits 2010-10 Henry Hub natural gas spot price peaks during 2008 commodity boom 2008-07 Platinum hits all-time record near $2,290 on South African power crisis 2008-03 South Africa Eskom power emergency spikes platinum/PGMs 2008-01 Amaranth Advisors natural-gas blowup 2006-09 Northeast blackout cascading grid failure hits ~55 million 2003-08 Fed surprise inter-meeting cut 2001-01 Soviet August coup attempt against Gorbachev 1991-08 Gulf War air campaign begins 1991-01 Volcker Saturday Night Special 1979-10
AssetHistory saysAbnormal (20d · 5d)HitnConfidencevs cascade
Volatility VIXSHORT-5.7% · 5d -5.2%71%20 0.31✓ matches cascade
ETH ETHLONG+4.3% · 5d -3.1% ↺ fades69%10 0.27✓ matches cascade
NDX NDXLONG+1.1% · 5d -0.3% ↺ fades67%20 0.27✓ matches cascade
30y yield DGS30LONG+10bp · 5d +3bp68%21 0.27⚠ differs
INR INRLONG+0.5% · 5d +0.6%65%16 0.22✓ matches cascade
US dollar DXYLONG+0.1% · 5d -0.4% ↺ fades60%21 0.17·
TRY TRYLONG+0.1% · 5d +1.5%60%16 0.14✓ matches cascade
Gold XAULONG+0.6% · 5d -0.0% ↺ fades55%18 0.09·
Bitcoin BTCLONG+9.6% · 5d -2.5% ↺ fades54%10 0.06✓ matches cascade
SOL SOLLONG+4.8% · 5d -8.6% ↺ fades54%10 0.05✓ matches cascade
CNY CNYSHORT-0.1% · 5d -0.1%52%17 0.05⚠ differs
MSTR MSTRLONG+11.5% · 5d -4.2% ↺ fades50%18 0.00✓ matches cascade
XLK XLKLONG+1.0% · 5d -0.1% ↺ fades50%18 0.00✓ matches cascade
10y yield DGS10LONG+10bp · 5d +4bp44%21 0.00⚠ 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.