LABBench2 Aggregate A

AI benchmark · Biology

Publisher
Google Gemini 3 8 Flash Launch
Domains
Biology
Tier
A why
Snapshot

What is LABBench2 Aggregate?

Aggregate result across the eight LAB-Bench 2 biology-research tasks, with models given a Linux terminal, bioinformatics tools, Python, R, and internet access.

Tier A

A

Widely used: a lab reports it, or 50 or more models are scored on it.

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.

  • 10 models scored
  • reported by Google
  • in curated RL directories (2 pts)

On X · unclear, low buzz, from 2 posts about LABBench2 Aggregate in the last month

Mentioned in passing as an eval Google ran across all models and as one of Anthropic's live-internet evals; little direct discussion of its quality.

@AIQuanting ↗ · @DegenOfWallSt ↗

How we got to tier A
  1. Adoption: 10 models scored; reported by Google. Tier A.
  2. On X: unclear, low buzz. “Mentioned in passing as an eval Google ran across all models and as one of Anthropic's live-internet evals; little direct discussion of its quality.” No move.
  3. In curated RL directories: 2 points, a floor of C.
  4. 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.