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@SWE-bench

SWE-bench

Organization for maintaining SWE-bench and related projects
README.md

📣 New benchmark: CodeClash (website, github) evaluates SWE agents on goals, not tasks
📣 New: Meet mini, the 100 line AI agent that still gets 65% on SWE-bench verified!

SWE-bench   SWE-agent   codeclash logo   SWE-smith   mini-SWE-agent   SWE-ReX   sb-cli

Software engineering agents, benchmarks, and models.
Built and maintained by researchers from Stanford University and Princeton University.

HuggingFace Slack YouTube

This organization contains the source code for several projects in the SWE-* open source ecosystem, including:

  • SWE-bench, a benchmark for evaluating AI systems on real world GitHub issues.
  • SWE-agent, a system that automatically solves GitHub issues using an LM agent.
  • SWE-smith, a toolkit for generating SWE training data at scale.
  • mini, an AI agent written in just 100 lines of code that scores >70% on SWE-bench verified

Also check out the supporting infrastructure for working with SWE-* projects

  • SWE-ReX, infrastructure supporting sandboxed code execution for AI agents
  • sb-cli, a command line interface for running evaluations on the cloud.
  • Mirror clones for the SWE-bench and SWE-smith repositories are available here and here.

Pinned Loading

  1. SWE-bench SWE-bench Public

    SWE-bench: Can Language Models Resolve Real-world Github Issues?

    Python 6.1k 1k

  2. SWE-smith SWE-smith Public

    [NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents

    Python 820 139

  3. experiments experiments Public

    Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.

    Shell 286 343

  4. sb-cli sb-cli Public

    Run SWE-bench evaluations remotely

    Python 83 12

Repositories

Showing 10 of 14 repositories
  • SWE-smith Public

    [NeurIPS 2025 D&B Spotlight] Scaling Data for SWE-agents

    SWE-bench/SWE-smith's past year of commit activity
    Python 820 MIT 139 17 (1 issue needs help) 11 Updated Oct 26, 2026
  • SWE-bench Public

    SWE-bench: Can Language Models Resolve Real-world Github Issues?

    SWE-bench/SWE-bench's past year of commit activity
    Python 6,124 MIT 1,038 27 25 Updated Sep 18, 2026
  • swe-bench-multimodal-tasks Public
    SWE-bench/swe-bench-multimodal-tasks's past year of commit activity
    Shell 0 0 2 1 Updated Sep 18, 2026
  • experiments Public

    Open sourced predictions, execution logs, trajectories, and results from model inference + evaluation runs on the SWE-bench task.

    SWE-bench/experiments's past year of commit activity
    Shell 286 343 31 65 Updated Sep 3, 2026
  • 20260902_mini-v2.4.6_gemini-3-5-flash Public
    SWE-bench/20260902_mini-v2.4.6_gemini-3-5-flash's past year of commit activity
    0 0 0 0 Updated Sep 2, 2026
  • 20260901_mini-v2.4.2_gemini-3-5-flash Public
    SWE-bench/20260901_mini-v2.4.2_gemini-3-5-flash's past year of commit activity
    0 0 0 0 Updated Sep 1, 2026
  • swe-bench.github.io Public

    Landing page + leaderboard for SWE-Bench benchmark

    SWE-bench/swe-bench.github.io's past year of commit activity
    JavaScript 16 18 4 7 Updated Sep 1, 2026
  • swe-bench-multilingual-tasks Public
    SWE-bench/swe-bench-multilingual-tasks's past year of commit activity
    Dockerfile 2 1 0 1 Updated Aug 16, 2026
  • swe-bench-tasks Public
    SWE-bench/swe-bench-tasks's past year of commit activity
    Dockerfile 3 6 14 2 Updated Aug 16, 2026
  • SWE-smith-envs Public

    Artifacts for building environments (Docker images) for repositories represented in SWE-smith

    SWE-bench/SWE-smith-envs's past year of commit activity
    Dockerfile 5 3 0 0 Updated Mar 2, 2026
View all repositories