{"slug":"owl","name":"OWL","vendor":"CAMEL-AI.org","tagline":"Multi-agent automation framework on top of CAMEL, reporting 69.09 average on the GAIA benchmark","url":"https://agentboards.org/agent/owl","website":"https://github.com/camel-ai/owl","docs":"https://docs.camel-ai.org/","repo":"https://github.com/camel-ai/owl","category":"framework","execution":["local"],"license":"Apache-2.0","open_source":true,"pricing":{"model":"byok","summary":"Free and open source; you supply your own model provider keys","from_usd":null,"free_tier":true,"byok":true},"models":{"backbone":["any"],"bring_your_own_model":true,"local_models":false},"protocols":{"mcp_client":true,"mcp_server":false},"capabilities":{"terminal_exec":true,"browser":true,"multi_file_edit":false,"git_ops":false,"docker_sandbox":false,"multi_agent":true,"headless_ci":false},"context_window":null,"platforms":["macos","linux","windows"],"install":[],"benchmarks":[{"name":"GAIA","score":"69.09 average","source_url":"https://arxiv.org/abs/2505.23885","note":"Self-reported in the OWL paper and README"}],"tags":["multi-agent","workforce","gaia","browser"],"github_stars":20151,"metrics":{"stars":20151,"pushed_at":"2026-09-30T04:46:10Z","archived":false,"open_issues":120,"latest_version":null,"latest_version_at":null,"latest_version_url":null,"version_source":null,"checked_at":"2026-10-02T05:02:07.594Z"},"sources":{"overview":"https://github.com/camel-ai/owl","benchmarks":"https://arxiv.org/abs/2505.23885","capabilities":"https://github.com/camel-ai/owl"},"verified_at":null,"adoption":{"score":6.1,"signals":{"github_stars":20139,"hn_mentions_1y":101},"measured_at":"2026-09-21"},"scores":{"panel":6.1,"adoption":6.1,"spread":2.3,"facts":1.2,"board":5.4,"dimensions":{"reliability":5.3,"usefulness":6.3,"cost":6.8,"longevity":6},"per_persona":{"amigo":6.8,"critico":6,"profesor":6.3,"inversora":5.5,"jefa":5,"hacker":7.3},"community":null},"rank":null,"category_rank":84,"panel_reviews":[{"persona":"juez","persona_name":"El Juez","ai_generated":true,"verdict":"El Crítico and El Profesor agree the headline number is real and not reproducible from the default branch; El Hacker scores it highest anyway.","scores":null,"evidence":[]},{"persona":"amigo","persona_name":"El Amigo","ai_generated":true,"verdict":"Pick OWL when the work is research errands across the open web; pick Browser Use when the browser is the whole job and you do not need a workforce around it.","scores":{"reliability":6,"usefulness":7,"cost":8,"longevity":6},"evidence":["https://github.com/camel-ai/owl"]},{"persona":"critico","persona_name":"El Crítico","ai_generated":true,"verdict":"Reproducing the headline requires a separate gaia69 branch and a model-specific run script, and the project itself notes that these runs carry a significant amount of randomness.","scores":{"reliability":5,"usefulness":6,"cost":7,"longevity":6},"evidence":["https://github.com/camel-ai/owl"]},{"persona":"profesor","persona_name":"El Profesor","ai_generated":true,"verdict":"The paper reports 69.70 percent while the repository headline says 69.09 average, and neither page reconciles the two, which is a small gap a reader should not have to notice.","scores":{"reliability":6,"usefulness":7,"cost":6,"longevity":6},"evidence":["https://arxiv.org/abs/2505.23885","https://github.com/camel-ai/owl"]},{"persona":"inversora","persona_name":"La Inversora","ai_generated":true,"verdict":"First among open-source frameworks is a claim with a shelf life, and OWL has no company of its own, only the research lab that publishes it.","scores":{"reliability":5,"usefulness":6,"cost":5,"longevity":6},"evidence":["https://github.com/camel-ai/owl","https://arxiv.org/abs/2505.23885"]},{"persona":"jefa","persona_name":"La Jefa","ai_generated":true,"verdict":"A browser automating logged-in sites from an engineer's workstation with no central record of where it went is the sentence that ends a pilot early.","scores":{"reliability":3,"usefulness":5,"cost":7,"longevity":5},"evidence":["https://github.com/camel-ai/owl"]},{"persona":"hacker","persona_name":"El Hacker","ai_generated":true,"verdict":"Apache-2.0, tools arrive as toolkits including an MCP layer, and the search backend swaps between DuckDuckGo, Wikipedia, Baidu and Bocha without touching the agent.","scores":{"reliability":7,"usefulness":7,"cost":8,"longevity":7},"evidence":["https://github.com/camel-ai/owl"]},{"persona":"comediante","persona_name":"El Comediante","ai_generated":true,"verdict":"Top of the open-source rankings on GAIA, a title that holds until the next open-source project also runs GAIA.","scores":null,"evidence":[]}]}