{"slug":"swe-agent","name":"SWE-agent","vendor":"Princeton University and Stanford University","tagline":"Open-source research agent from Princeton and Stanford that fixes GitHub issues with the LM of your choice","url":"https://agentboards.org/agent/swe-agent","website":"https://swe-agent.com/latest/","docs":"https://swe-agent.com/latest/","repo":"https://github.com/SWE-agent/SWE-agent","category":"autonomous","execution":["local","sandbox"],"license":"MIT","open_source":true,"pricing":{"model":"byok","summary":"Free and open source; you pay your own model provider, with per-instance and total cost limits configurable","from_usd":0,"free_tier":true,"byok":true},"models":{"backbone":["Claude","GPT","any LiteLLM-supported model"],"bring_your_own_model":true,"local_models":true},"protocols":{"mcp_client":false,"mcp_server":false,"openapi":false},"capabilities":{"terminal_exec":true,"browser":false,"multi_file_edit":true,"git_ops":true,"docker_sandbox":true,"multi_agent":false,"headless_ci":true},"context_window":null,"platforms":["macos","linux"],"install":[{"label":"git clone","command":"git clone https://github.com/SWE-agent/SWE-agent.git"},{"label":"pip","command":"python -m pip install --upgrade pip && pip install --editable ."}],"benchmarks":[{"name":"SWE-bench (full test set)","score":"12.29% resolved","source_url":"https://swe-agent.com/latest/background/","note":"self-reported; original 2024 paper result, later SWE-agent 1.0 results are described as state of the art without a published number on the docs"}],"tags":["autonomous","research","swe-bench","docker","litellm","maintenance-only"],"github_stars":20455,"metrics":{"stars":20455,"pushed_at":"2026-09-28T22:56:26Z","archived":false,"open_issues":134,"latest_version":"v1.1.0","latest_version_at":"2025-05-22T16:11:39Z","latest_version_url":"https://github.com/SWE-agent/SWE-agent/releases/tag/v1.1.0","version_source":"github","checked_at":"2026-10-02T05:03:55.017Z"},"sources":{"pricing":"https://swe-agent.com/latest/installation/keys/","models":"https://swe-agent.com/latest/installation/keys/","install":"https://swe-agent.com/latest/installation/source/","capabilities":"https://swe-agent.com/latest/usage/cl_tutorial/","license":"https://github.com/SWE-agent/SWE-agent","benchmarks":"https://swe-agent.com/latest/background/"},"verified_at":"2026-09-02","adoption":{"score":6.1,"signals":{"github_stars":20367,"hn_mentions_1y":9},"measured_at":"2026-09-21"},"scores":{"panel":5.1,"adoption":6.1,"spread":3.8,"facts":8.3,"board":5.7,"dimensions":{"reliability":5.5,"usefulness":4.8,"cost":6.5,"longevity":3.7},"per_persona":{"amigo":5,"critico":4.8,"profesor":5.8,"inversora":4,"jefa":3.8,"hacker":7.5},"community":null},"rank":144,"category_rank":10,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"The widest split on the file, 3.75 points, over one word: El Hacker reads maintenance-only as a frozen MIT harness he owns, La Jefa as nobody home.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"SWE-agent is a research harness in maintenance mode, so read it, benchmark with it, and do not build your daily workflow on it; its own maintainers point you to mini-swe-agent.","scores":{"reliability":5,"usefulness":4,"cost":8,"longevity":3},"evidence":["https://swe-agent.com/latest/","https://github.com/SWE-agent/SWE-agent"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"Maintenance-only by the maintainers' own statement, so what you are evaluating is a research artifact whose fixes now go to its successor.","scores":{"reliability":5,"usefulness":4,"cost":7,"longevity":3},"evidence":["https://swe-agent.com/latest/background/","https://github.com/SWE-agent/SWE-agent"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"The agent-computer interface remains a principled design, its 2024 figure is properly scoped, and its newer results are described as leading without a number.","scores":{"reliability":7,"usefulness":6,"cost":6,"longevity":4},"evidence":["https://swe-agent.com/latest/background/","https://swe-agent.com/latest/installation/keys/"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"There is no company here to outlive anything, only two universities and a successor project, so the 18-month question is about the fork tree, not the cap table.","scores":{"reliability":4,"usefulness":5,"cost":3,"longevity":4},"evidence":["https://github.com/SWE-agent/SWE-agent","https://swe-agent.com/latest/"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"A maintenance-only research harness with no vendor, no contract and no SSO cannot pass a procurement review, however good its sandbox is.","scores":{"reliability":4,"usefulness":3,"cost":6,"longevity":2},"evidence":["https://swe-agent.com/latest/installation/source/","https://github.com/SWE-agent/SWE-agent"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"MIT, Docker-sandboxed, any LiteLLM model including my local server, and every prompt in the repo; maintenance-only just means the code stops changing under me.","scores":{"reliability":8,"usefulness":7,"cost":9,"longevity":6},"evidence":["https://github.com/SWE-agent/SWE-agent","https://swe-agent.com/latest/installation/keys/"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"Maintenance-only and superseded by a version with mini in the name, which is the most honest changelog on this board.","scores":null,"evidence":[]}]}