ClaimsDemis Hassabis

“So on average, it takes, you know, ten years and billions of dollars to design just one drug.”

Demis Hassabis, Google DeepMind CEO 3 August 2025 AI could end disease, lead to "radical abundance" - 60 Minutes transcript (CBS News)

Factual Science and research methods

On average it takes ten years and billions of dollars to design one drug.

Mostly true True in substance, wrong in a detail.

Factual: Statements about the present or the past, checked against the record: did they hold up?

The second judge said resolved true; the verdict shown is the first judge's.

What would count as true or false

Judge against mainstream published estimates as of August 2025 of the time and cost to develop one new approved drug. These include DiMasi et al. 2016 (about $2.6bn, capitalised and including failures) and Wouters et al. 2020 (mean about $1.3bn), as well as standard industry and regulator figures for timelines. True: credible estimates put typical development at roughly ten years or more and costs in the billions or above $1bn. Treat "ten years" and "billions" as rough figures. Mostly true: one element is somewhat off, for example the commonly cited estimates are about $1bn to $2bn, or the typical timeline is 10 to 15 years. Mixed: one element is well supported and the other is clearly overstated or understated. Mostly false: the figures rest on real estimates but distort them substantially, for example treating outlier figures as the average. False: credible estimates show typical development takes far less than a decade and costs far below $1bn.

Set before the research began.

Evidence (4)

  1. E1 Estimated Research and Development Investment Needed to Bring a New Medicine to Market, 2009-2018 PubMed Central (JAMA, Wouters et al.) · 3 March 2020

    “the estimated median capitalized research and development cost per product was $985 million, counting expenditures on failed trials.”
  2. E2 Average cost of developing a new drug could be up to $1.5 billion less than pharmaceutical industry claims London School of Economics (LSE) · 3 March 2020

    “The researchers behind this new study estimated that the median cost of bringing a new drug to market was $985 million, and the average cost was $1.3 billion.”
  3. E3 Estimated Research and Development Investment Needed to Bring a New Medicine to Market, 2009-2018 PubMed Central (JAMA, Wouters et al.) · 3 March 2020

    “The mean cost of developing a new drug has been the subject of debate, with recent estimates ranging from $314 million to $2.8 billion.”
  4. E4 Clinical development times for innovative drugs PubMed Central (review of FDA review documents; authors from FDA/NCATS-affiliated research) · 6 March 2013

    “Controlling for other development factors, the clinical development time of a typical innovative drug is 9.1 years (95% confidence interval (CI) = 8.2–10.0 years).”

Reasoning

E4 puts the clinical development time of a typical innovative drug at 9.1 years (95% CI 8.2–10.0). That figure covers only the clinical phase, so it supports a total of roughly ten years. On cost, E2 reports a mean of $1.3 billion and E1 a median of $985 million, the latter counting expenditures on failed trials. E3 notes that earlier mean estimates ranged from $314 million to $2.8 billion. Cost is above $1bn but toward the lower end of "billions", which fits the criteria's "about $1bn to $2bn" case for mostly true.

Cite this claim

Demis Hassabis, “On average it takes ten years and billions of dollars to design one drug.” (said 3 August 2025). Verdict: mostly true. Reliability API, claim c_e9e3ac6d1b4b, method 0.1.0+c876030c, dataset release v1.1.2. https://epistacklabs.com/claims/c_e9e3ac6d1b4b

This claim is in dataset release v1.1.2, with the same verdict.

Reply to this claim

For Demis Hassabis, or someone speaking for them: a correction or counter-evidence. Replies are read before anything is shown; an approved reply shows your name, role, date, statement and link. Your email address is never shown and is deleted 30 days after the decision (privacy).

More factual claims by Demis Hassabis

  1. Mostly true Factual 10 April 2026
    “what’s important about them is their 3D structure.”

    A protein's 3D structure is what determines, or partially determines, its function.

  2. Resolved true Factual 10 April 2026
    “So over 3 million scientists are now using AlphaFold.”

    Over 3 million scientists are now using AlphaFold.

  3. Resolved true Factual 10 April 2026
    “Only about 10% of drugs actually get through all the clinical stages.”

    Only about 10% of drugs get through all the clinical stages.

  4. Mostly true Factual 25 November 2025
    “The AlphaFold Server is empowering non-commercial researchers globally to harness this technology, accelerating their ability to formulate and test new hypotheses.”

    The AlphaFold Server is available to non-commercial researchers globally for predicting structures and interactions.

  5. Mostly true Factual 25 November 2025
    “Our AlphaProteo model can design novel, high-strength protein binders that target diverse molecules – including those associated with cancer and diabetes.”

    AlphaProteo can design novel, high-strength protein binders targeting diverse molecules, including ones associated with cancer and diabetes.

All of them

Verdicts are made automatically; how verdicts are made.