HiddenLayer vs Windsurf
A side-by-side look at pricing, free plans, platforms and features, for tools that both cover .
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| Feature |  HiddenLayer |  Windsurf |
|---|---|---|
| Pricing | Paid | Free plan · from $20/month |
| Free to start | No | Yes |
| Best for | Security | Coding |
| Who uses it | Developers, Compliance officers | Developers |
| Works on | Web, API | Web, API, Slack |
| About | HiddenLayer scans models for vulnerabilities and malware, detects attacks on AI systems at runtime and helps security teams govern AI use. | Windsurf is an AI-powered code editor whose agent understands your project, edits several files, runs commands and keeps context across a session. It also offers plugins for other editors. |
Which one should you pick?
Windsurf lets you start for free, so it is the easier one to try first. Windsurf also runs on Slack. Both are described from their official websites; try each with a real task from your own work before you commit, since quality depends heavily on the job.
