We've compared 2 tools across pricing, features, ratings, and reviews to help you make an informed decision. No paid placements — just facts.
Compare different tools →| Feature | Pixee AI & Machine Learning | Windsurf AI & Machine Learning |
|---|---|---|
| Rating | No reviews yet | 4.8(195) |
| Starting Price | — | Free |
| Pricing Model | Contact Sales | Freemium |
| Free Plan | ||
| Free Trial | ||
| API Available | ||
| Verified | Verified | |
| Founded | — | 2022 |
| HQ | — | Mountain View, CA |
| Team Size | Business, Enterprise | 51-200 |
| Platforms | — | MacWindowsLinux |
| Top Integrations | JavaPythonJavaScriptNode.js+2 more | GitHubGitLabBitbucketClaude+1 more |
| Description | Pixee is an agentic security platform that reads a codebase, security policies, and architecture to trace real execution paths, filter out false positives, and identify genuinely exploitable vulnerabilities. It then generates convention-aware, CI-passing fixes as reviewable pull requests, and its Foresight capability catches security risks at design time before vulnerable code is written. Reactive remediation and proactive design review share one compounding context graph that improves triage and fixes over time. | Windsurf by Codeium is the agentic IDE that keeps developers in flow. Its Cascade agent can plan, implement, debug, and iterate on multi-file changes autonomously — going beyond autocomplete to actually understand your entire codebase and take action. |