Pranish Bhagat

data & risk · from the garden

gdp as a geopolitical proxy

gdp — by either nominal or ppp measure (see nominal vs ppp gdp) — is a surprisingly bad proxy for geopolitical power. once internalized, a lot of "which country is more powerful" headlines start looking dumb.

the framework

power ≠ gdp

power = (sectoral chokepoints) × (state willingness to use them) × (ability to project force) × (alliance network)

gdp is the fuel tank. it tells you potential energy. it doesn't tell you what engine the country built around it, or whether they'll step on the gas.

three things gdp misses

1. composition over totals

a service-heavy economy and a manufacturing-heavy economy of the same gdp are wildly different in a crisis. services don't build artillery shells, ships, or drones.

mechanism

the us discovered this in 2022 trying to surge ammunition production for ukraine — found it would take years to scale because the industrial base had been hollowed out for decades. china can currently outproduce the us on shells by ~10:1. doesn't show up in gdp.

2. sectoral chokepoints

the number that actually matters geopolitically isn't "gdp" — it's "what fraction of [critical thing] does a country control?"

sectordominant countryshare
rare earth processingchina~85%
solar panelschina~80%
ev batterieschina~75%
active pharmaceutical ingredientschina~40% (us ~10%)
shipbuilding capacitychina / south korea~50% / ~30% (us ~0.1%)
leading-edge semiconductorstaiwan (tsmc)~90%
semiconductor lithography (upstream)netherlands (asml)single point of failure

each one is a knife at someone's throat. the us has a few too — high-end chips, dollar/swift, jet engines, gps — but the 20-year trend has been one direction.

3. state capacity ≠ gdp

russia's nominal gdp is smaller than italy's. italy hasn't fought a war in 80 years. russia has sustained a major continental land war for 3+ years against a western-backed adversary, absorbing 500k+ casualties, and recovering territory.

gdp wildly undersells the coercive capacity of an authoritarian state willing to mobilize. same logic for why iran punches 10x its gdp weight, and why germany's massive economy translates to almost no geopolitical influence.

applying the framework

countryfuel tankenginewillalliances
usbigmediocre (manufacturing hollowed, political dysfunction)uses financial chokepointsstrong
chinabigenormous on manufacturing/sectoral sideincreasingly willingweak
russiasmallbrutaltotalnone
germanybignonenonestrong (but passive)
iransmallresourcefulhighregional proxy network

brics+ vs g7

by ppp, the brics+ bloc (brazil, russia, india, china, plus recent additions — iran, uae, egypt, ethiopia) now exceeds the g7 in total economic output. this threshold was crossed in 2024.

the narrative shift in the global south — countries hedging between blocs, dedollarization talk, brics payment systems — is partly downstream of this statistical fact getting noticed.

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