Browser Use vs Crawl4AI
Updated : the last week a score, rank or safety result on this page changed.
- Maintenance 30%4937
- Adoption 30%6956
- Docs 20%6969
- Community 20%, not measured yet––
Browser Use scores 10 points higher. Browser Use leads on maintenance and adoption.
What this does not tell you
Scores are percentiles of public GitHub signals. Nobody here tested these tools hands-on, so the higher score is not a verdict on which suits your project. Yellow marks the higher value.
Which one fits you
From measured data and licences, not from testing.
Pick Browser Use if
- Recent activity and releases matter most to you (maintenance 49).
- You want the more widely adopted option (adoption 69).
Pick Crawl4AI if
- No measured signal where it leads all the others.
Safety side by side
Automated scan, 2 Nov 2026. Not a manual audit.
- CautionBrowser UseSkill/agent file instructs piping a remote script into a shell: skills/cloud/references/quickstart.md
- CautionCrawl4AI29 critical-severity known vulnerabilities in runtime dependencies (OSV)
Why different labels?
A label partly reflects how much of each tool is visible and scannable, not only how risky it is. A tool without a lockfile cannot get a dependency check.
- Browser Use: Skill/agent file instructs piping a remote script into a shell: skills/cloud/references/quickstart.md — curl -fsSL https://browser-use.com/profile.sh | sh
- Crawl4AI: 29 critical-severity known vulnerabilities in runtime dependencies (OSV)
Repo facts
Yellow = the higher value, where higher is better.
| Fact | Browser Use | Crawl4AI |
|---|---|---|
| Score | 62 | 52 |
| Stars | 119,790 | 86,744 |
| Last push | 2 Nov | 1 Nov |
| Releases, 90 days | 7 | 6 |
| Licence | MIT | Apache-2.0 |
| Open source | Open source | Open source |
| Language | Python | Python |
| Type | AI tool | AI tool |
| Runs locally | yes | yes |
| Hosted option | unknown | mentioned |
“Runs locally” and “Hosted option” are read from each README automatically (or from the official docs where noted); “unknown” means no evidence was found, not that it is absent.
Questions about Browser Use vs Crawl4AI
Answers use this week's StackGrade data.
Browser Use or Crawl4AI: which scores higher on StackGrade?
Browser Use scores 10 points higher in Week 45: Browser Use 62, Crawl4AI 52 out of 100. The score combines maintenance, adoption and docs (percentiles of public GitHub signals): Browser Use 49, 69 and 69; Crawl4AI 37, 56 and 69. Community (20% weight) is not measured yet. It is not a hands-on test, so a higher score does not say which tool suits your project.
Is Browser Use or Crawl4AI safer to use?
Safety labels from the automated scan of 2 Nov 2026: Browser Use: Caution, skill/agent file instructs piping a remote script into a shell: skills/cloud/references/quickstart.md; Crawl4AI: Caution, 29 critical-severity known vulnerabilities in runtime dependencies (OSV). It is an automated scan, not a manual audit.
Which is more widely used, Browser Use or Crawl4AI?
By GitHub stars: Browser Use 119,790, Crawl4AI 86,744. Adoption score (percentile among all 52 tracked tools): Browser Use 69, Crawl4AI 56. Stars are one public signal and do not measure real-world use.
Which licences do Browser Use and Crawl4AI use?
Browser Use: MIT; Crawl4AI: Apache-2.0. Read each licence text before commercial use.
Should I pick Browser Use or Crawl4AI?
Pick Browser Use if recent activity and releases matter most to you (maintenance 49); you want the more widely adopted option (adoption 69). Pick Crawl4AI if no measured signal puts it ahead of the others. This comes from measured public data and licences only, not from hands-on testing.
Full comparison table, every criterion
| Browser Usebrowser-use/browser-use | Crawl4AIunclecode/crawl4ai | |
|---|---|---|
| Score | 62 | 52 |
| Rank | #15 overall · #2 in use case | #26 overall · #4 in use case |
| Maintenance (30%) | 49 | 37 |
| Adoption (30%) | 69 | 56 |
| Docs (20%) | 69 | 69 |
| Community (20%) | not measured | not measured |
| Safety | Caution
| Caution
|
| License | MIT | Apache-2.0 |
| Open source | Open source | Open source |
| Language | Python | Python |
| Stars | 119,790 | 86,744 |
| Last push | ||
| Type | AI tool | AI tool |
| Runs locally | yes (README: "uv add") | yes (README: "pip install") |
| Hosted option | unknown | mentioned (README: "Crawl4AI Cloud") |
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