Comparison
browser-use vs evolver
Verdict
Pick browser-use when browser-use is primarily Python; evolver is JavaScript; pick evolver when evolver is primarily JavaScript; browser-use is Python.
Markdown twin · browser-use alternatives · evolver alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | browser-use | evolver |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No criticals As of today · osv@v1 |
Tagline
- browser-use
- Make websites accessible for AI agents. Automate tasks online with ease.
- evolver
- GEP-powered self-evolving engine for AI agents
Stars
- browser-use
- 104k
- evolver
- 8.9k
Forks
- browser-use
- 11k
- evolver
- 819
Open issues
- browser-use
- 296
- evolver
- 3
Language
- browser-use
- Python
- evolver
- JavaScript
Adopt for
- browser-use
- browser-use is a Python-based toolset that facilitates web task automation and enhances website interaction accessibility for AI agents using browser automation techniques.
- evolver
- -
Persona
- browser-use
- -
- evolver
- -
Runtime
- browser-use
- -
- evolver
- -
License
- browser-use
- The MIT License provides great flexibility and permissiveness for both open-source and proprietary software projects.
- evolver
- GPL-3.0
Last pushed
- browser-use
- Jul 11, 2026
- evolver
- Jul 9, 2026
Categories
- browser-use
- AI Agents, Developer Tools
- evolver
- AI Agents, Evaluation & Observability
Trust and health
Days since push
- browser-use
- 0d
- evolver
- 1d
Open issues (now)
- browser-use
- 296
- evolver
- 3
Security scan
- browser-use
- No lockfile
- evolver
- No criticals
Full report
- browser-use
- Trust report
- evolver
- Trust report
Choose browser-use if…
- browser-use is primarily Python; evolver is JavaScript.
- License: browser-use is MIT, evolver is GPL-3.0.
- 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 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
Choose evolver if…
- evolver is primarily JavaScript; browser-use is Python.
- License: evolver is GPL-3.0, browser-use is MIT.
- Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent.
- Also covers Evaluation & Observability.
When NOT to use evolver
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (browser-use/browser-use) · observed Jul 11, 2026
- GitHub forks (browser-use/browser-use) · observed Jul 11, 2026
- Last push (browser-use/browser-use) · observed Jul 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (EvoMap/evolver) · observed Jul 11, 2026
- GitHub forks (EvoMap/evolver) · observed Jul 11, 2026
- Last push (EvoMap/evolver) · observed Jul 9, 2026
- License file (GPL-3.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 12, 2026
GitHub stars on cards: browser-use 104k · evolver 8.9k (synced Jul 11, 2026).
Common questions
- What is the difference between browser-use and evolver?
- browser-use: Make websites accessible for AI agents. Automate tasks online with ease.. evolver: GEP-powered self-evolving engine for AI agents. See the comparison table for live GitHub stats and shared categories.
- When should I choose browser-use over evolver?
- Choose browser-use over evolver when browser-use is primarily Python; evolver is JavaScript; License: browser-use is MIT, evolver is GPL-3.0; 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 evolver over browser-use?
- Choose evolver over browser-use when evolver is primarily JavaScript; browser-use is Python; License: evolver is GPL-3.0, browser-use is MIT; Tags unique to evolver: a2a, agent-evolution, auditable-ai, autonomous-agent; Also covers Evaluation & Observability.
- 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 evolver?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Evaluation & Observability: Defer heavyweight eval infra only until you have real traffic - never skip it once users depend on answers.
- Is browser-use or evolver more popular on GitHub?
- browser-use has more GitHub stars (104,191 vs 8,884). Stars measure visibility, not whether either tool fits your constraints.
- Are browser-use and evolver open source?
- Yes - both are open-source projects on GitHub (browser-use: MIT, evolver: GPL-3.0).
- Where can I find alternatives to browser-use or evolver?
- GraphCanon lists graph-backed alternatives at browser-use alternatives and evolver alternatives (browser-use markdown twin, evolver markdown twin), 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 mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, browser-use or evolver?
- browser-use: Very active. evolver: Very 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 evolver?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: browser-use trust report; evolver trust report.