Transparency
Partial
Contract
Month-to-month
Data training
Opt-out
Autonomy
Human Optional
Capabilities
agentic-codingterminal-agentautonomousopen-sourcebyokweb-search
Pros & Limitations
Editorial assessmentPros
- ✓Full autonomous software engineering loop: reads issues, writes code, runs tests, debugs failures, and submits PRs without per-step human direction.
- ✓Open source with MIT license and BYOK model support: self-host on your own infrastructure with your choice of Claude, GPT-4o, Gemini, or open-source models. Zero vendor lock-in and full code transparency.
- ✓80.6k GitHub stars and active research community: consistently benchmarked on SWE-bench with published results, giving teams objective performance data not available from most commercial coding agents.
Limitations
- ⚠Requires careful task scoping and human review: OpenHands works best on bounded, well-specified issues and can produce incorrect or partial solutions on ambiguous requirements. Unsupervised production deployment is risky without strong code review processes.
- ⚠Enterprise is the only path to advanced team features: multi-user RBAC, centralized billing, SAML/SSO, and the Large Codebase SDK all require custom Enterprise pricing, which is not published.
- ⚠Self-hosting adds infrastructure overhead: running OpenHands at team scale requires Docker management, compute provisioning, and API key management that adds operational work compared to fully managed commercial alternatives like Devin.
Technical Details
Deployment
cloudself-hosted
Model architectureMulti-model (Claude, GPT-4o, Gemini, Llama, Qwen)
Avg setup timeCloud: under 5 minutes (app.all-hands.dev, connect GitHub). Self-hosted: 30 to 60 minutes (Docker setup, model API key configuration)
Autonomous rateOpenHands autonomously completes software engineering tasks end-to-end: writes code, runs tests, debugs failures, and submits PRs without per-step human approval once the issue or task is assigned. The agent iterates until completion or until it reaches a defined stopping condition.
MCP compatibleYes
Integrations
GitHubGitLabBitbucketJiraSlackLinear
Similar agents
Industries
DevToolsOpen Source
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