ScarfBench D

AI benchmark · Coding

Domains
Coding
Tier
D why
Snapshot

What is ScarfBench?

ScarfBench measures whether coding agents can perform behavior-preserving migrations of enterprise Java applications across Spring, Jakarta EE, and Quarkus frameworks, verified by compilation, deployment, and behavioral tests.

Paper: arxiv.org/abs/2605.06754 ↗

Tier D

D

Long tail: little or no usage data yet.

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.

  • no usage data
  • in curated RL directories (1 pt)
How we got to tier D
  1. Adoption: no usage data. Tier D.
  2. Not yet read on X.
  3. In curated RL directories: 1 point, a floor of none.
  4. 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 ScarfBench sits

Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map

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Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-11-04 snapshot.