# SWE-sweep leaderboard

Agentic benchmark

> Every figure below is reproduced as its upstream source published it: nothing is modelled, estimated, interpolated or converted. `Unavailable` means no source published the value — it is never a zero. Each value carries its evidence state and the date it was observed.

Page: https://modelscale.dev/leaderboards/benchmarks/agentic-swe-sweep

SWE-sweep: Can Agents Autonomously Find and Fix Bugs?. Every model the catalog carries a published SWE-sweep value for, ranked by that value.

## Benchmark record

| Field | Value |
| --- | --- |
| Category | Agentic |
| Measure | Micro-average percentage of bugs resolved with a repository regression gate |
| Tasks | 4,068 reference bugs across 100 repositories in 22 languages |
| Difficulty | Repository-wide bug discovery and repair |
| Published by | [SWE-sweep: Can Agents Autonomously Find and Fix Bugs?](https://swesweep.com/paper) |

Tests whether coding agents can find and fix multiple bugs across a repository without issue descriptions, while preserving existing behavior.

## SWE-sweep ranking

No model in the catalog has a published SWE-sweep score. The benchmark is defined by SWE-sweep: Can Agents Autonomously Find and Fix Bugs?, but the catalog carries no value for it yet. An absent value is shown as absent here rather than as a zero.

Rows are ordered by the value the source published, highest first. The source does not state whether a higher value is the better result, so this document does not either: for a benchmark that measures a rate of failure, read the table from the bottom.