{"slug":"openhands","name":"OpenHands","domain":"openhands.dev","verdict":"As of 2026-07-15, ChatGPT, Claude, Gemini, Grok collectively rank OpenHands #5 of 10 for background coding agent (one of 2 leaderboards it appears on). Source: https://modelsagree.com/product/openhands (modelsagree.com, CC BY 4.0).","best_rank":5,"categories":2,"brief":{"category":"best-background-coding-agent","title":"Best background coding agent","rank":5,"of":10,"top":"GitHub Copilot Coding Agent","day":"2026-07-19","why":[{"t":"Premier open-source agent framework","m":["Grok","Gemini"],"q":"The premier open-source autonomous agent framework"},{"t":"Self-hostable and model-agnostic","m":["Grok","Gemini"],"q":"self-hostable, model-agnostic"},{"t":"Control, privacy, and customization","m":["Grok","Gemini"],"q":"complete data privacy, integration with local models, and customized sandboxing"},{"t":"Issue resolution and PR creation","m":["Grok"],"q":"supports full agentic loops for issue resolution and PR creation"}],"gap":[{"t":"Native ticket-to-PR workflow","m":["Gemini","Grok","Claude","ChatGPT"],"q":"Best-integrated ticket-to-PR workflow"},{"t":"One-click issue assignment","m":["Claude"],"q":"assign the issue to Copilot\" is a native one-click act"},{"t":"Ecosystem maturity and adoption","m":["Grok","Claude"],"q":"strong real-world adoption and ecosystem maturity"}],"fix":[{"t":"High setup and maintenance overhead","m":["Gemini","Grok"],"q":"High setup and maintenance overhead"},{"t":"Teams manage production orchestration","m":["Gemini"],"q":"requires teams to manage their own sandboxed environments, model API costs, and system orchestration"},{"t":"Framework, not polished turnkey product","m":["Grok"],"q":"more framework than polished turnkey product for casual users"}]},"entries":[{"slug":"best-background-coding-agent","title":"Best background coding agent","rank":5,"of":10,"score":4,"appearances":2,"modelRanks":{"Gemini":5,"Grok":3},"reason":"Leading open-source agent framework (ex-OpenDevin) with strong SWE-bench performance, self-hostable, model-agnostic, supports full agentic loops for issue resolution and PR creation; versatile for teams wanting control/customization.","reasons":[{"model":"Grok","reason":"Leading open-source agent framework (ex-OpenDevin) with strong SWE-bench performance, self-hostable, model-agnostic, supports full agentic loops for issue resolution and PR creation; versatile for teams wanting control/customization."},{"model":"Gemini","reason":"The premier open-source autonomous agent framework. Allows complete data privacy, integration with local models, and customized sandboxing inside self-hosted CI/CD pipelines, removing vendor lock-in and allowing extensive customization."}],"fixes":[{"model":"Gemini","fix":"High setup and maintenance overhead; requires teams to manage their own sandboxed environments, model API costs, and system orchestration to achieve a production-grade workflow."},{"model":"Grok","fix":"Requires setup and model choice (performance varies); more framework than polished turnkey product for casual users."}],"updated":"2026-07-15","rank_history":{"days":["2026-07-13","2026-07-15"],"ranks":[9,3]},"api":"https://modelsagree.com/api/v1/best/best-background-coding-agent.json"},{"slug":"best-cli-coding-agent","title":"Best CLI coding agent","rank":6,"of":7,"score":3,"appearances":1,"modelRanks":{"Gemini":3},"reason":"Exceptional open-source platform for long-running autonomous feature development, automated GitHub issue resolution, and full sandbox environment execution.","reasons":[{"model":"Gemini","reason":"Exceptional open-source platform for long-running autonomous feature development, automated GitHub issue resolution, and full sandbox environment execution."}],"fixes":[{"model":"Gemini","fix":"High operational complexity and system resource overhead, making it heavyweight for quick interactive terminal edits."}],"updated":"2026-07-19","api":"https://modelsagree.com/api/v1/best/best-cli-coding-agent.json"}],"page":"https://modelsagree.com/product/openhands","check":"https://modelsagree.com/check?q=OpenHands","updated":"2026-08-10T18:18:45.051Z","attribution":"modelsagree.com, CC BY 4.0"}