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What is R&D intensity, and why does it matter?

By FilingFacts Editorial · 2026-06-16

In short: R&D intensity is research and development expense divided by revenue, shown as a percentage. It measures how research-heavy a business is. Software, semiconductor and pharma companies often run 15–30%+; consumer staples and retailers report little or none. A high figure signals heavy reinvestment in future products, not necessarily today's profit, so it's read alongside margins and growth.

Two companies can have the same revenue and very different futures, depending on how much they plough back into research. R&D intensity captures that in a single ratio.

The answer first

R&D intensity = research and development expense ÷ revenue, expressed as a percentage. It tells you what share of every sales dollar a company reinvests into developing new products and technology. High intensity is typical of software, chip and drug companies; it is near zero for retailers and commodity producers. It is a measure of reinvestment, not current profitability — heavy R&D can depress today’s margins while building tomorrow’s revenue.

Who spends the most (by intensity)

Using each company’s latest fiscal year from its 10-K:

CompanyR&D expenseRevenueR&D intensity
Meta Platforms (META)$57.4B$201.0B28.5%
Intel (INTC)$13.8B$52.9B26.1%
Merck (MRK)$15.8B$65.0B24.3%
Oracle (ORCL)$9.9B$57.4B17.2%
Alphabet (GOOGL)$61.1B$402.8B15.2%
Microsoft (MSFT)$32.5B$281.7B11.5%
Apple (AAPL)$34.5B$416.2B8.3%

Notice the difference between intensity and absolute spend: Alphabet spends far more dollars on R&D than Intel, but Intel’s R&D is a much larger share of its (smaller) revenue. Both views are useful — see the top R&D spenders and highest R&D intensity rankings.

How to read it

A high R&D intensity is a strategic choice, not automatically good or bad:

Calculate it yourself

The on-site company pages compute R&D intensity automatically for every firm that reports R&D. To do it by hand for any period, use the same formula in the profit-margin calculator (enter R&D as the “profit” figure and revenue as revenue) — the result is the intensity percentage.

Caveats

Companies define and capitalise R&D slightly differently, and some research-heavy firms (like financials) simply never tag the concept, so they’re excluded from R&D rankings here. For background on the figures, see where company financial data comes from.

Figures here are factual data compiled from SEC filings — not investment advice; figures may contain errors or lag the original filing; verify on SEC EDGAR before relying on them.

Frequently asked questions

How do you calculate R&D intensity?

Divide a company's research and development expense by its revenue for the same period, then multiply by 100. For example, $57B of R&D on $201B of revenue is about 28% R&D intensity.

What is a high R&D intensity?

It varies by industry. In software, semiconductors and pharmaceuticals, R&D intensity above 15% is common and above 25% is high. In retail, energy and consumer staples it is often near zero, because those businesses compete on scale and brand rather than research.

Where do I find R&D expense?

R&D is a line on the income statement in the 10-K, usually within operating expenses, tagged in XBRL as ResearchAndDevelopmentExpense. Companies that don't do meaningful research simply don't report it.

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Last updated: 2026-06-16