Biopharma Bench C
AI benchmark · Biomedicine
- Publisher
- Biopharma Bench Official
- Domains
- Biomedicine Agentic Business
- Tier
- C why
- Snapshot
What is Biopharma Bench?
Tests AI agents on pharmaceutical regulatory work and chemistry, manufacturing, and controls (CMC). The official V0.1 leaderboard covers 71 tasks across 12 company environments, scored against 752 criteria. Agents reconcile records and deliver documents or spreadsheets. Mean score averages the fraction of criteria passed per task; pass@1 requires all criteria in a task to pass.
Tier C
Niche: a handful of models scored, or built by an RL vendor.
How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.
- 8 models scored
- in curated RL directories (1 pt)
How we got to tier C
- Adoption: 8 models scored. Tier C.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- Not yet confirmed by a line from its own site or paper.
A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.
Not on the map yet: no line from its own site or paper places it in a domain.
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.