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Measuring Technological Deflation

Computing, communications, energy, and transportation costs fell dramatically from 1990-2024.

We measure exactly how much and help you understand where the productivity gains went.

The Question Everyone Asks

Technology keeps getting better and cheaper. Your smartphone is more powerful than supercomputers from the 1990s. Solar panels cost 98% less. Data transmission is nearly free.

Yet life doesn't feel proportionally cheaper. Why doesn't your paycheck stretch further? Where did the productivity gains go?

The Deflation Index measures technological cost reduction: rigorously and transparently.

What We Found (1990-2024)

96% Cumulative Technological Deflation

Across computing, communications, energy, and transportation, technology delivered dramatic cost reductions measured by cost-per-performance metrics. Computing fell 99%, communications 99%, energy 90%, and transportation 88%.

Compare Tech Deflation To:

TECH DEFLATION (DI)
-9.2% annually
CPI (CONSUMER PRICES)
+2.8% annually
M2 MONEY SUPPLY
+5.7% annually

Each comparison reveals different insights about where productivity gains flow.

Technology delivered exponential cost reduction. Yet living standards didn't improve proportionally. The question is: where did the productivity gains go?

They flowed into asset prices, financial complexity, and intermediaries, not directly to consumers as lower prices.

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THE DATA

The Divergence (1990-2024)

All indexed to 100 in 1990. Technology delivers dramatic deflation (cyan), while money supply expands massively (green). The gap between them reveals the divergence.

DI
Technological deflation
M2
Monetary expansion

The Four Sectors

Computing

99%
Cost per GFLOPS collapsed from $10,000 to $0.01. Storage fell from $10,000/GB to $0.014/GB. Computing power that cost millions is now essentially free. Weight: 29.41%

Communications

99%
Long distance calling went from $0.25/min to $0.00 (WhatsApp, Zoom). Mobile data from $1,000/GB to $0.02/GB globally. Communication is essentially free. Weight: 23.53%

Energy

90%
Solar: $20/watt to $0.20/watt (2010-2024). Batteries: $7,500/kWh to $115/kWh. LEDs: 90% less energy. Clean energy now cheapest in history. Weight: 29.41%

Transportation

88%
Lithium-ion battery costs dropped from $7,500/kWh (1991) to $115/kWh (2024). Electric vehicles transitioning from luxury to mass market. Measured 2010-2024. Weight: 17.65%

Weighted Index: 29.41% Computing + 23.53% Communications + 29.41% Energy + 17.65% Transportation
DI: 100 (1990) → 3.74 (2024) | M2: 100 → 650.2

35 Years of Deflation

1990

Base Year

Computing costs astronomical. Mobile phones rare and expensive. Solar power niche. Base year for all calculations. M2: $3.0T.

2000

Dot-Com Boom

Internet adoption accelerates. Computing costs collapse 95% from 1990. Communications revolution begins. M2: $4.9T (+48%).

2007

Smartphone Era

iPhone launches. Mobile computing becomes universal. HDD storage costs drop to $0.10/GB. Communications essentially free. M2: $7.4T (+124%).

2010

Energy Inflection

Solar panel costs drop below $2/watt, beginning steep decline. Lithium-ion batteries begin 20%+ annual cost reductions. LED adoption reaches scale. M2: $8.8T (+167%).

2020

COVID Money Printing

M2 expands 24% in a single year. The largest peacetime expansion in history. Tech deflation accelerates. Gap widens dramatically. M2: $18.4T (+457%).

2024

Current State

Computing 99.99%+ cheaper than 1990. Communications essentially free. Solar cheapest energy in history. DI: 3.74 (down 96.26%). M2: $21.3T (+550%).

Who Uses This

Investors

Identify which sectors have real deflation vs monetary distortion. Understand where to allocate capital based on fundamental cost trends, not just nominal prices.

Businesses

See which sectors are experiencing sustainable cost reduction. Build where technology delivers real abundance, not just monetary inflation.

Individuals

Understand why rent tripled while computing collapsed. See the data behind why life feels more expensive despite obvious technological progress.

Researchers

Access rigorous methodology and verifiable data. All calculations transparent, all sources cited, all assumptions documented on GitHub.

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See It For Yourself

Technology delivered 96% deflation across core sectors from 1990-2024. We compare this to CPI, M2, and other indicators to understand where productivity gains flowed. This is measurement, not theory.

See How We Measure It View on GitHub

Free downloads available: Complete Excel datasets with all formulas, sources, and calculations on the methodology page.

Real data from four fundamental technology sectors.
900+ verified calculations. 400+ data points. 35 years (1990-2024).
Data reflects year-end 2024. Next update: Q2 2026 with 2025 data.
Data from Federal Reserve, BLS, IRENA, BloombergNEF, AI Impacts, DOE, FCC.