Browser Use vs CloakBrowser: 2026 comparison

Browser Use and CloakBrowser in brief

Browser Use and CloakBrowser both support web automation, but they occupy different places in a project. Browser Use is a Python library for building browsing agents, alongside hosted browsers and APIs. CloakBrowser provides a modified Chromium browser compatible with Playwright. Both are open source, MIT licensed and available for self hosting. The choice starts with the component you need: an agent building library with documented model options, or an automatable browser that fits an existing technical environment.

Browser Use : A Python library for building web browser agents, accompanied by hosted browsers and a cloud agent API.

CloakBrowser : CloakBrowser provides a modified Chromium browser compatible with Playwright for programmatic web browsing automation.

Both meet the same need, which makes the comparison useful. We compare them on 11 verifiable criteria, using the same data as their profiles, collected from official sites and GitHub.

Comparison table

Criterion by criterion

For each criterion: why it matters, each one's value and who has the edge. A criterion without data on both sides is not decided.

Popularity (GitHub stars)

Stars measure developer interest; a widely followed project has more tutorials, integrations and answers. Browser Use : 119K. CloakBrowser : 32.5K. Edge: Browser Use.

Activity over a year

Commits over 52 weeks show whether the project moves fast, fixes bugs and keeps up with new models. Browser Use : 3,247 commits. CloakBrowser : 362 commits. Edge: Browser Use.

Releases (6 months)

Regular releases signal a project that ships; very frequent releases can also mean frequent updates on your side. Browser Use : 17. CloakBrowser : 16. Edge: Browser Use.

Last commit

A repository with no commit for months may fall behind new APIs and security fixes. Browser Use : October 22, 2026. CloakBrowser : October 24, 2026. Edge: CloakBrowser.

License

A clear open-source license (MIT, Apache…) allows commercial use and modification; without one, usage rights are unclear. Browser Use : MIT. CloakBrowser : MIT. A tie on this point.

Self-hosting

Running the agent on your machine or server keeps your files and keys with you. Browser Use : yes. CloakBrowser : yes. A tie on this point.

Supported models

An agent that accepts several model families lets you pick the best value, or a local model. Browser Use : 5. CloakBrowser : not disclosed. Cannot be decided: data missing on one side.

Interfaces

Terminal, code editor, web app or chat: more interfaces mean more ways to fit it into your work. Browser Use : 2. CloakBrowser : 1. Edge: Browser Use.

Risk level

Our risk level considers the access granted (terminal, files, network) and default human approval. Browser Use : low. CloakBrowser : moderate. Edge: Browser Use.

Community (forks)

Forks count developers who copied the project to adapt it: a sign of a living ecosystem. Browser Use : 13.2K. CloakBrowser : 2.7K. Edge: Browser Use.

Track record

An older project has had time to fix early flaws; a recent one often brings the latest ideas. Browser Use : October 2024. CloakBrowser : February 2026. Edge: Browser Use.

In charts

Our analysis

Browser Use describes a Python library for creating agents that navigate the web. Its record lists a SDK, an API and support for Claude, GPT, Gemini, local models and multiple model configurations. CloakBrowser, developed by CloakHQ, supplies a modified Chromium browser compatible with Playwright, with a SDK as its declared interface. No models are listed for CloakBrowser, which should not be interpreted as proof of incompatibility. The documented distinction is primarily the layer each project provides: an agent building library versus a browser for automated navigation. Both descriptions point toward technical integration rather than a specified consumer interface.

Browser Use records 119,041 GitHub stars, 13,222 forks and 3,247 commits over twelve months. It has 17 releases over six months and a latest commit dated October 22, 2026. CloakBrowser records 32,455 stars, 2,692 forks, 362 commits over twelve months and 16 releases over six months, with a latest commit on October 24. Browser Use was created on October 31, 2024; CloakBrowser on February 22, 2026. Their scores of 92 and 78 out of 100 summarize popularity, activity and framework. These figures indicate different project footprints and histories, without demonstrating better output, reliability or suitability for a particular application.

Both projects publish their code under the MIT license and support self hosting. That provides a route to deployment within your infrastructure, although neither record details data flows or retention arrangements. Browser Use also offers hosted browsers and APIs, which should be considered separately from operating the library yourself. Human validation is unspecified for both projects. The supplied risk classification is low for Browser Use and medium for CloakBrowser, with web access given as the latter’s reason. These labels describe the provided assessment rather than a comparative security audit. They do not establish which actions are controlled or guarantee safe execution.

Browser Use provides a SDK and an API for incorporating browsing agents into Python projects, with several documented model choices. CloakBrowser offers SDK integration and highlights Playwright compatibility, which may matter when that tool already forms part of your automation environment. Neither project publishes a price in the supplied records. Open source licensing alone does not establish deployment costs or the terms of a hosted offering. The records also do not describe a human validation mechanism. Everyday suitability therefore depends on the technical component you need and the execution arrangements your application requires, rather than community statistics or release counts alone.

Depending on your situation

The right choice depends on use. For a few common situations, here are the criteria that matter and who wins (Browser Use value / CloakBrowser value).

Trying it out quickly

Here, Browser Use has the edge: it wins 2 of the 3 criteria that matter in this situation, namely interfaces (2 / 1), supported models (5 / not disclosed), and popularity (github stars) (119K / 32.5K).

Production use

Here, Browser Use has the edge: it wins 2 of the 4 criteria that matter in this situation, namely activity over a year (3,247 commits / 362 commits), last commit (October 22, 2026 / October 24, 2026), license (MIT / MIT), and releases (6 months) (17 / 16).

Security and control

Here, Browser Use has the edge: it wins 1 of the 2 criteria that matter in this situation, namely risk level (low / moderate) and self-hosting (yes / yes).

Which one to choose?

Choose Browser Use if…

• you value popularity (github stars) (119K)
• you value activity over a year (3,247 commits)
• you value releases (6 months) (17)
• you value interfaces (2)
• you value risk level (low)

Browser Use fits a Python agent project that needs a SDK, an API and documented choices across several model families. Its supplied community and activity indicators are larger, although that does not guarantee quality. Self hosting and a hosted offering provide distinct deployment routes to examine. The available data does not establish prices or human validation arrangements for your intended setup.

Choose CloakBrowser if…

• you value last commit (October 24, 2026)

CloakBrowser makes sense when your primary requirement is a modified Chromium browser with Playwright compatibility and SDK integration. It may fit an automation project already organized around Playwright. MIT licensing and self hosting are documented. Model compatibility, pricing and human validation are not specified, so the record does not establish those aspects of a complete agent workflow.

Strengths and limits of each

Browser Use

• + Widely followed: 119K stars
• + Very active development
• + Frequent releases (30 in a year)
• − Requires programming skills

CloakBrowser

• + Widely followed: 32.5K stars
• + Very active development
• + Frequent releases (30 in a year)

The best test is still yours: take three real tasks from your day and give them to both for a week. Our “Which AI agent?” quiz can also guide you.

What about the others?

If neither suits you, look at Stagehand, Skyvern, BrowserOS, OpenCLI, Invisible Dots, and Moli.

Related comparisons:

• Browser Use vs Browser Use WebUI
• Browser Use vs Invisible Dots
• CloakBrowser vs Invisible Dots

Conclusion

Choose the component your architecture actually needs. Browser Use offers an agent library with identified model options and SDK and API interfaces. CloakBrowser emphasizes a modified browser compatible with Playwright. Both provide open code and self hosting. Assess their role in your project before comparing GitHub totals. The scores reflect popularity, activity and framework, and do not establish technical superiority, execution reliability or stronger security for either project.