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Coefficient Bio

ACQUIRED
StartupAI Lab

US AI-native biotech startup building biological foundation models for drug discovery; acquired by Anthropic in 2026.

Founded2025United States
HQNew YorkUnited States
Valuation~$400M (acquisition price)Acquisition price · 2026
01 · About

Coefficient Bio

Founded 2025 · New York, United States

Coefficient Bio is a US AI-native biotech startup, founded in 2025 by Samuel Stanton and Nathan C. Frey, both formerly researchers at Prescient Design (Genentech's computational drug discovery unit). The company was building biological foundation models and a platform using generative AI to draft drug R&D plans, manage regulatory strategy and identify new drug candidates. It operated in stealth with a team of fewer than 10 people. In early April 2026 it was acquired by Anthropic in an all-stock deal worth over $400M.

  • Samuel Stanton

    Co-founder

    Formerly a researcher at Prescient Design, Genentech's computational drug discovery unit.

  • Nathan C. Frey

    Co-founder

    Previously led a biological foundation models group at Prescient Design (Genentech); ICLR Outstanding Paper Award winner 2024.

02 · What they do

Domain of activity

1 areas · 2 technologies · 2 industries
What they do1Areas
  • Biotech / Drug Discovery
How they do it2Technologies
  • Foundation Models
  • Generative AI
Who for2Industries
  • Pharma & biotech
  • Healthcare
03 · Geography

Global presence

HQ New York · 1 regions
USA
04 · Metrics

Scale & funding

founded 2025
2025founded
fewer than 10 (at acquisition)employees
earlydevelopment stage
Privatenot listed
acquiredstatus
06 · Relations

Organizational relations

1 strategic relations

Strategic relations

1
  • Acquired by
    AnthropicAnthropic acquired Coefficient Bio in an all-stock deal worth over $400M; the team joined its life sciences division.
    2026 →
07 · Classification

Profile & metadata

4 classification · 2 external links

Classification

  • Statusacquired
  • Development stageearly
  • Listed onNoprivate
  • Organization typeStartup+ AI Lab