I already built a blog SEO checker using Claude Code — in the terminal, with no coding, in about 20 minutes. So when I opened the windsurf ai code editor for the first time, I had a direct comparison point: same project, same prompts, different tool. What I found surprised me.
Windsurf’s interface was friendlier. The process was more visual. But the output quality was noticeably rougher. This guide walks through the entire build, step by step, with screenshots — and an honest comparison of what each tool does better.
If you haven’t tried Claude Code yet, see my Claude Code Tutorial where I built the original version of this SEO checker.
What Is Windsurf AI?
Windsurf is an AI-powered code editor built on VS Code. Unlike Claude Code, which runs entirely in the terminal, Windsurf gives you a full visual IDE with everything a code editor normally has — file browser, code tabs, integrated terminal, extensions — plus AI built into every layer.
What’s included in the windsurf ai code editor:
- Cascade — The AI chat agent. Describe what you want, and Cascade builds it: creating files, writing code, running commands, and explaining its work. This is the core feature. (Cascade docs)
- Tab — Inline autocomplete that predicts your intent as you type. Unlimited on every plan, including Free.
- Integrated terminal — Run commands directly inside the editor without switching windows.
- Project generation — Create new projects from scratch through Cascade.
- JetBrains plugin — Windsurf also works as a plugin for IntelliJ, WebStorm, PyCharm, and other JetBrains IDEs.
The key distinction for beginners: Tab is free and unlimited. Cascade consumes your usage quota. Tab helps you write code faster; Cascade builds entire features for you. Most of this tutorial focuses on Cascade, since that’s where the real power is.
Windsurf was originally built by Codeium and acquired by Cognition in July 2025. For pricing details, see my Windsurf AI Pricing breakdown.
Why I Used the Same Project
When I tested Claude Code, I built a blog SEO checker — a Python script that takes a URL, analyzes the page’s SEO elements, and generates an HTML report. I described the project in my Claude Code Tutorial.
For this windsurf ai code editor test, I used the exact same prompts. Same specification, same feature additions, same blog URL for testing. This way, every difference in the experience comes from the tool, not the project.
One important note before we start: I tested Windsurf on the free tier and Claude Code on a Max subscription ($200/month). The underlying models and quotas are different, so this isn’t a perfectly controlled comparison. Output quality differences may reflect the plan difference as much as the tool difference. I’ll flag this where it matters.
Step 1 — First Impressions: Terminal vs IDE
The moment I opened Windsurf, the contrast with Claude Code hit me.
Claude Code opens to a black terminal with a blinking cursor. No buttons, no menus, no hints about what to do next. I wrote about that experience before — the blank screen is genuinely intimidating for a non-developer.
Windsurf opens to a VS Code-style interface with “Open Folder” and “Generate a New Project” buttons visible. On the right side, the Cascade chat panel shows “Ask anything (Ctrl+L).” It’s immediately clear where to start.
For a non-developer, this first impression matters. Windsurf feels like a tool that expects beginners. Claude Code feels like a tool that expects developers.
Step 2 — Same Prompt, Visual Feedback
I pasted the exact same SEO checker prompt into Cascade’s chat panel:
What happened next was visually different from Claude Code in every way.
As Cascade generated the code, the seo_checker.py file opened automatically in the editor. I could see the code appearing line by line, with syntax highlighting and line numbers. In Claude Code, I got a text message saying “the script is ready.” Here, I watched it being built.
A To-Do checklist appeared showing progress: “5 / 6 tasks done.” Each completed task got a checkmark. Claude Code has no equivalent — you wait for a completion message and hope nothing went wrong in between.
When Cascade finished, it displayed a structured summary: files created, all 5 features implemented with checkmarks, and the exact commands to run the script. It even provided a “Run” button for the pip install command — no need to type it into a terminal manually.
In Claude Code, the completion message was simpler: “The script is ready” with basic run instructions. Functional, but less organized.
Step 3 — Running the Tool: “Does It For You” vs “Teaches You How”
Here’s where I discovered the fundamental difference between these two tools.
I didn’t know how to run the script inside Windsurf, so I typed into Cascade: “how can I execute it?”
Cascade gave me three options — Command Line, alternative URL syntax, and PowerShell. It even detected that I’m on Windows and included PowerShell-specific instructions.
Compare this to Claude Code, where I simply said “Run the script on this URL” and Claude Code executed it automatically. No explanation, no options — just the result in my browser.
In this session, Claude Code did it for me. Windsurf taught me how to do it.
Which is better depends on what you want. If you just need the result, Claude Code’s approach was faster in my test. If you want to understand what’s happening — and be able to run it independently next time — Windsurf’s approach felt more educational. That said, Windsurf’s official docs mention that Cascade can auto-execute commands with different permission levels, so this “teaching” behavior may not be universal — it’s what I experienced on my free account.
I ran the script on my own blog post. The HTML report opened, and here’s where quality differences appeared.
The icons were broken. Where Claude Code’s report showed clean green checkmarks (✅) and red X marks (❌), Windsurf’s version rendered them as text: “times Title Tag”, “checkmarks Meta Description.” The design was also different — a light theme with a purple gradient header instead of Claude Code’s polished dark-themed cards.
The data was correct. The functionality was identical. But the visual polish was noticeably lower. Claude Code’s first result looked ready to use; Windsurf’s first result looked like it needed another round of refinement.
Step 4 — Adding Features: Same Request, Similar Gap
I pasted the same three-line modification prompt:
Add these features to the SEO checker:
1. Show the actual title and meta description text, not just pass/fail
2. Add a "word count" check for the page body
3. Add an overall SEO score (percentage of checks passed)
Cascade added the features. An 80% score appeared with a “Grade: A” label. The word count check was implemented. Functionally, it worked.
But the broken icons persisted. Even after the modification, the checkmarks and X marks still rendered as text instead of icons. Claude Code’s modified version had a circular progress ring for the score and styled preview boxes for the title and meta description — design touches that Windsurf didn’t produce.
Why didn’t I ask Windsurf to fix the icons? Honestly, I considered it. But my free tier quota was running low after the initial build and the modification — I could see the usage bar had dropped significantly. A third prompt to fix the icons might have worked, but I wasn’t sure I had enough quota left to risk it. In hindsight, this is another free-tier constraint: when every prompt costs quota, you become cautious about “nice to have” fixes. On Claude Code’s Max plan, I had no such hesitation.
One thing I noticed in Windsurf’s completion summary: it mentioned “The script has been tested successfully with example.com” — meaning Cascade automatically ran the script as part of its build process, without me asking. In Claude Code, I had to explicitly request “Run the script on this URL.” So while Windsurf asked me to run the final version manually, it did some automated testing during the build. This blurs the “teaches you vs does it for you” line a bit — the truth is somewhere in between.
Windsurf vs Claude Code — What I Actually Experienced
| Claude Code | Windsurf | |
|---|---|---|
| First impression | Black terminal, intimidating | VS Code style, welcoming |
| File creation | Text notification | Code visible in real-time |
| Progress tracking | None | To-Do checklist with checkmarks |
| Completion summary | Simple message | Feature checklist with run instructions |
| Execution | Does it for you | Teaches you how |
| Output quality | Icons clean, dark theme | Icons broken, light theme |
| Cost | Pro $20/mo minimum | Free tier available |
Here’s how I’d frame the choice after testing both:
Choose Windsurf if:
- The terminal intimidates you and you want a visual IDE
- You want to see your project being built in real-time
- You want to start for free before committing money
- You prefer understanding the process over getting instant results
Choose Claude Code if:
- You want more polished output with less cleanup
- You prefer “just do it” execution — describe and get results
- You’re already in the Claude ecosystem (Pro/Max subscriber)
- You don’t mind working in the terminal
What I Learned About Windsurf as a Non-Developer
The IDE removes the “blank screen” fear. My biggest barrier with Claude Code was opening a terminal and seeing nothing. Windsurf’s visual interface eliminated that anxiety immediately. For someone who’s never coded, this matters more than any feature comparison.
Watching code appear is reassuring. Even though I can’t read Python, seeing the file populate with colored syntax in real-time gave me confidence that something real was happening. In Claude Code, I had to trust that the invisible process was working.
“Teaching” vs “doing” is a real philosophical difference. When Windsurf explained how to run my script instead of just running it, my first reaction was frustration — “just do it for me.” But afterward, I realized I now know how to run a Python script from PowerShell. With Claude Code, I still don’t. There’s value in both approaches.
Free tier worked for this project. I completed this entire test on Windsurf’s free plan. The quota bar moved noticeably after the initial build and modification, but I got through the full project. For a test of this scope, the free tier was enough on my account — though your mileage may vary depending on model choice and project complexity.
FAQ
Is Windsurf AI free?
Yes. Windsurf has a free plan with unlimited Tab autocomplete and light Cascade usage. I completed this entire SEO checker project — initial build plus modifications — on the free tier. For sustained daily use, Pro costs $20/month. See my Windsurf AI Pricing guide for the full breakdown.
Is Windsurf better than Claude Code for beginners?
The experience is friendlier — visual interface, progress checklists, explanations instead of silent execution. But in my test, Claude Code produced a more polished result with fewer rough edges. If “beginner-friendly” means less intimidating to start, Windsurf wins. If it means “works well on the first try,” Claude Code was stronger in my experience. The comparison isn’t entirely fair since I used Windsurf’s free tier against Claude Code’s paid plan — the model quality may differ.
Where to Go From Here
Tested on Windows 11 in April 2026. Windsurf free tier with Cascade. Claude Code comparison based on my Max subscription test documented in my Claude Code Tutorial. Interface, features, and output quality may vary by plan, model, and update cycle. Screenshots are from my actual testing session.
For a broader view of AI coding tools, see my Best AI Coding Assistant overview. Wondering how Windsurf compares to Cursor? See my Cursor AI vs Windsurf comparison.