--- title: "browser-use vs stepshield" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/browser-use-browser-use-vs-glo26-stepshield" tools: ["browser-use-browser-use", "glo26-stepshield"] --- # browser-use vs stepshield *GraphCanon updated Jul 15, 2026* ## Verdict Pick browser-use when license: browser-use is MIT, stepshield is Other; pick stepshield when license: stepshield is Other, browser-use is MIT. [browser-use](https://browser-use.com) reports 104k GitHub stars, 11k forks, and 296 open issues, last pushed Jul 11, 2026. [stepshield](https://huggingface.co/datasets/glo26/stepshield) has 82 stars, 18 forks, and 16 open issues, last pushed Jul 7, 2026. Figures are from public GitHub metadata via [browser-use's repository](https://github.com/browser-use/browser-use) and [stepshield's repository](https://github.com/glo26/stepshield). | | [browser-use](/tools/browser-use-browser-use.md) | [stepshield](/tools/glo26-stepshield.md) | | --- | --- | --- | | Tagline | Make websites accessible for AI agents. Automate tasks online with ease. | StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations) | | Stars | 104,191 | 82 | | Forks | 11,486 | 18 | | Open issues | 296 | 16 | | Language | Python | Python | | Adopt for | browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. | - | | Persona | - | - | | Runtime | - | - | | License | The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. | Other | | Categories | AI Agents, Developer Tools | AI Agents, Computer Vision, Vector Databases | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [browser-use](/tools/browser-use-browser-use.md) | [stepshield](/tools/glo26-stepshield.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Active (82%) | | Days since push | 0d | 8d | | Open issues (now) | 296 | 16 | | Owner type | Organization | User | | Full report | [trust report](/tools/browser-use-browser-use/trust.md) | [trust report](/tools/glo26-stepshield/trust.md) | ## Decision facts: browser-use - **Pricing:** freemium - This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements. - **Requirements:** Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality. - **Adopt for:** browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques. - **License detail:** The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects. ## Choose when ### Choose browser-use if… - License: browser-use is MIT, stepshield is Other. - Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.. - Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.. - Tags unique to browser-use: ai-agents, ai-tools, browser-automation, llm. - Also covers Developer Tools. - When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ### Choose stepshield if… - License: stepshield is Other, browser-use is MIT. - Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset. - Also covers Computer Vision, Vector Databases. ## When NOT to use browser-use - Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ## When NOT to use stepshield - AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. - Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ## Common questions ### What is the difference between browser-use and stepshield? browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. stepshield: StepShield: When, Not Whether to Intervene on Rogue Agents, NeurIPS 2026 benchmark for temporal evaluation of AI agent guardrails (9,429 trajectories, step-level annotations). See the comparison table for live GitHub stats and shared categories. ### When should I choose browser-use over stepshield? Choose browser-use over stepshield when License: browser-use is MIT, stepshield is Other; Pricing: This tool is provided under the MIT license which means you can use it freely but there are no guarantees or formal support unless included in separate agreements.; Requirements: Min 2 GB RAM; Requires Docker; Playwright installation and configuration needed for full functionality.; Tags unique to browser-use: ai-agents, ai-tools, browser-automation, llm; Also covers Developer Tools; When you need to automate interactions with websites in a straightforward manner, especially if your use case already leverages Playwright under the hood. ### When should I choose stepshield over browser-use? Choose stepshield over browser-use when License: stepshield is Other, browser-use is MIT; Tags unique to stepshield: agent-security, ai-safety, benchmark, dataset; Also covers Computer Vision, Vector Databases. ### When should I avoid browser-use? Avoid using browser-use if your automation workflow requires features that are exclusive to a different framework or library, such as specific functionalities only available in Selenium, as browseruse ### When should I avoid stepshield? AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate. ### Is browser-use or stepshield more popular on GitHub? browser-use has more GitHub stars (104,191 vs 82). Stars measure visibility, not whether either tool fits your constraints. ### Are browser-use and stepshield open source? Yes - both are open-source projects on GitHub (browser-use: MIT, stepshield: Other). ### Where can I find alternatives to browser-use or stepshield? GraphCanon lists graph-backed alternatives at [browser-use alternatives](/tools/browser-use-browser-use/alternatives) and [stepshield alternatives](/tools/glo26-stepshield/alternatives) ([browser-use markdown twin](/tools/browser-use-browser-use/alternatives.md), [stepshield markdown twin](/tools/glo26-stepshield/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/browser-use-browser-use-vs-glo26-stepshield.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, browser-use or stepshield? browser-use: Very active. stepshield: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for browser-use and stepshield? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [browser-use trust report](/tools/browser-use-browser-use/trust); [stepshield trust report](/tools/glo26-stepshield/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=browser-use-browser-use`](/api/graphcanon/graph?tool=browser-use-browser-use) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_