DrugDiscoveryBench with Phylo C

Name: DrugDiscoveryBench with Phylo
Creator: Scale AI
Keywords: Coding,Computer Use,Enterprise Workflows,Long-Horizon

AI benchmark · Coding

Publisher: Scale AI
Domains: Coding Computer Use Enterprise Workflows Long-Horizon
On X: @scale_ai ↗
Tier: C why
Snapshot: October 11, 2026

Open benchmark ↗labs.scale.com/papers

Full listing name: DrugDiscoveryBench with Phylo (2026-06-30)

Latest from Scale AI on X

@scale_ai ↗

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What is DrugDiscoveryBench with Phylo?

DrugDiscoveryBench evaluates whether coding agents can assist with early-stage drug discovery tasks.

Health and bio mostly
“DrugDiscoveryBench: Can Coding Agents Assist Early-Stage Drug Discovery?”
labs.scale.com/papers ↗
Coding
“DrugDiscoveryBench: Can Coding Agents Assist Early-Stage Drug Discovery?”
labs.scale.com/papers ↗

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.

built by Scale AI
in curated RL directories (2 pts)

How we got to tier C

Adoption: built by Scale AI. Tier C.
Not yet read on X.
In curated RL directories: 2 points, a floor of C.
Confirmed: a line from its own site or paper places it.

A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

Where DrugDiscoveryBench with Phylo sits

Its realm in the universe, live. Hover a star for its name; click to open it. Open it in the universe

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Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.