CognitiveCoefficient
Overview / Rankings

Comparative standing across 48 economies. Cognitive Power (CPI) is the primary, absolute-capacity ranking; CC is the per-capita lens. Sort any column; click a country for its profile.

Cognitive Power (CPI) is the headline ranking — absolute national capacity. It weights what actually drives frontier power: AI capital mobilized, compute, frontier models, and robotics/automation, plus total research output. The US and China are in a class of their own — 95.0 and 90.6 — because they each mobilize hundreds of billions in AI capital and lead the world in compute, models and robots, while #3 (63.7) is far behind. The second lens, CC (Cognitive Coefficient), is per-capita intensity (HDI-style) — it rewards depth per person, so populous China sits #7 on CC even though it is #2 on CPI. Sort by either column to switch lens.
lowerhigher Cognitive Coefficient
#EconomyRegion CPI power CC per-cap CDIAIRCMTrajectory
1United StatesNorth America95.085.30.85595.580.4Frontier
2ChinaAsia-Pacific90.666.20.62772.765.7Advancing
3JapanAsia-Pacific64.962.10.67666.946.6Maintaining
4GermanyEurope63.768.50.68974.957.4Maintaining
5South KoreaAsia-Pacific63.272.80.73167.765.5Maintaining
6United KingdomEurope56.967.60.71167.659.5Maintaining
7FranceEurope54.863.10.63767.151.8Maintaining
8TaiwanAsia-Pacific50.863.10.62956.556.5Maintaining
9CanadaNorth America48.762.80.63659.854.8Maintaining
10IndiaAsia-Pacific48.636.70.28035.344.7Maintaining
11ItalyEurope44.150.40.52054.536.0Falling behind
12NetherlandsEurope42.965.70.65168.950.1Maintaining
13RussiaEurope42.141.50.42431.730.9Falling behind
14SingaporeAsia-Pacific40.271.90.70166.367.6Advancing
15IsraelMiddle East & N. Africa39.062.90.63854.471.8Accelerating
16SpainEurope38.452.80.53652.240.9Falling behind
17SwitzerlandEurope38.466.40.66557.952.4Maintaining
18AustraliaAsia-Pacific37.859.40.59951.649.7Maintaining
19Saudi ArabiaMiddle East & N. Africa35.943.40.43635.032.2Falling behind
20United Arab EmiratesMiddle East & N. Africa35.653.60.54143.145.6Maintaining
21BrazilLatin America35.437.10.36133.630.7Falling behind
22SwedenEurope34.365.20.66159.255.7Maintaining
23BelgiumEurope33.158.60.60058.146.3Maintaining
24TurkeyEurope32.638.40.41529.331.1Falling behind
25MalaysiaAsia-Pacific32.541.80.39132.636.3Falling behind
26PolandEurope32.046.80.48844.435.0Falling behind
27AustriaEurope31.157.40.59453.147.8Maintaining
28IrelandEurope29.959.60.57256.251.0Maintaining
29MexicoLatin America29.430.10.26425.623.9Falling behind
30DenmarkEurope29.264.20.65555.951.3Maintaining
31ThailandAsia-Pacific29.133.00.32022.328.7Falling behind
32IndonesiaAsia-Pacific28.423.70.23220.020.9Falling behind
33FinlandEurope27.563.70.65957.153.3Maintaining
34VietnamAsia-Pacific27.430.50.31220.723.5Falling behind
35NorwayEurope26.359.90.60151.843.2Falling behind
36CzechiaEurope25.949.40.51341.637.3Falling behind
37PortugalEurope23.248.50.49441.537.9Falling behind
38South AfricaSub-Saharan Africa21.226.90.25218.724.1Falling behind
39ArgentinaLatin America19.133.80.31521.327.1Falling behind
40New ZealandAsia-Pacific19.153.50.53639.441.7Falling behind
41EgyptMiddle East & N. Africa18.421.90.22911.319.0Falling behind
42PhilippinesAsia-Pacific17.721.10.18816.916.3Falling behind
43ChileLatin America16.137.20.37325.128.7Falling behind
44UkraineEurope15.631.50.32116.826.7Falling behind
45ColombiaLatin America13.626.40.25320.221.0Falling behind
46NigeriaSub-Saharan Africa9.97.10.0656.29.2Falling behind
47EstoniaEurope7.553.40.56738.943.6Maintaining
48KenyaSub-Saharan Africa6.510.20.0975.712.4Falling behind

CC = per-capita Cognitive Coefficient · CPI = absolute Cognitive Power · CDI Development · AIR AI-Readiness · CM Momentum · Trajectory = Cognitive Escape Velocity. Sorted by Cognitive Power (absolute). Curated, source-tagged data.

These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.