SWE Atlas: Codebase QnA, Test Writing, Refactoring B

Name: SWE Atlas: Codebase QnA, Test Writing, Refactoring
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: B why
Snapshot: October 11, 2026

Open benchmark ↗labs.scale.com/papers

Full listing name: SWE Atlas: Codebase QnA, Test Writing, Refactoring (2026-05-07)

Latest from Scale AI on X

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What is SWE Atlas: Codebase QnA, Test Writing, Refactoring?

SWE Atlas benchmarks coding agents on software engineering tasks beyond issue resolution.

Coding mostly
“SWE Atlas: Benchmarking Coding Agents Beyond Issue Resolution”
labs.scale.com/papers ↗

Tier B · a leaderboard, listed apart

Established: 15 or more models scored, or curated RL directories rate 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.

14 models scored
built by Scale AI
in curated RL directories (3 pts)

How we got to tier B

Adoption: 14 models scored; built by Scale AI. Tier C.
Not yet read on X.
In curated RL directories: 3 points, a floor of B. Raised to B.
Confirmed: a line from its own site or paper places it.
Judged a leaderboard, arena or index rather than one benchmark (or not a benchmark at all): listed apart.

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

Where SWE Atlas: Codebase QnA, Test Writing, Refactoring 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.