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Learn the stock market › Sectors › Lesson 5 of 6

Key numbers for pharma companies

Short answerFor drug makers, the numbers that matter are the gross margin, how much of revenue goes to research and how long the main medicines are protected by patents. An approved medicine costs little to make, but finding it takes many years and large sums, and most attempts fail. In the middle of 11 large US drug makers, the gross margin is 74.3% and research 19.8% of revenue.

Drug makers in numbers

CompanyGross marginResearchP/E
Vertex Pharmaceuticals86.2%33.7%35.2
Regeneron Pharmaceuticals85.4%40.8%20.0
Eli Lilly83.0%20.5%43.9
Gilead Sciences78.8%19.7%–
Merck74.8%24.3%148.2
Pfizer74.3%16.7%42.0
Zoetis71.8%7.4%13.5
Bristol-Myers Squibb71.1%20.6%13.8
AbbVie70.2%14.9%50.1
Johnson & Johnson67.9%15.6%41.9
Amgen67.2%19.8%26.7
Middle of all 101 companies57.0%13.0%23.6

Research is the cost of research and development, as a share of revenue. The middle is counted on the largest US companies. Latest fiscal year, price on Nov 6, 2026. A dash means the number is missing.

Why a drug maker looks different

A high gross margin. The gross margin is 74.3% in the middle, against 57.0% for all the largest companies. Most of the cost is not in making a pill but in everything that came before: research, trials on patients and approval. How the gross margin is counted is in the lesson on margins.

Research is a large cost every year. 19.8% of revenue goes to research and development in the middle, against 13.0%. Research is the company's future sales, so it is taken as a cost long before it can pay anything back.

Patents run out. A patent gives the sole right to a medicine for a limited time. When it expires, others may sell copies, and the price often falls fast. A company that gets much of its sales from one medicine depends on new ones arriving in time.

A higher P/E. In the middle P/E is 38.6, against 23.6 for all the companies. The market pays for medicines that are not sold yet. So a failed trial of an important medicine can make the price fall a lot in one day.

What the table does not show

Which medicines are on the way and when patents expire are in the companies' own reports. A small research company with no sales has no margins to compare at all and is valued entirely on what may come.

Test yourself

A drug maker's largest medicine loses its patent next year. What usually happens?