Vibe Coding
Vibe Coding Tools Compared: Cursor, Windsurf, Claude Code
Cursor, Windsurf, Zed, Cline, Claude Code, Codex, v0, Bolt.new, and Lovable — what each is actually for, where they overlap, and what none of them do well.
"Vibe coding tools" covers three different kinds of product that keep getting compared as if they were one: editors with an agent inside, agents that live in the terminal, and web apps that build a whole project from a prompt. They fail at different things. This is for developers deciding which one belongs in the daily workflow, and which is only ever a prototyping tool.
The short version
| Tool | Form factor | Best for | Pricing | Link |
|---|---|---|---|---|
| Cursor | IDE (VS Code base) | Daily work in an existing codebase | Freemium | Cursor |
| Windsurf | IDE | Multi-file changes you review as they land | Freemium | Windsurf |
| Zed | IDE (native) | Latency, plus an agent panel | Open source | Zed |
| Cline | VS Code extension | Adding an agent without changing editor | Open source | Cline |
| Claude Code | CLI | Terminal-first agent work | Included in Claude Pro and Max plans | claude.com/claude-code |
| OpenAI Codex | Sandboxed agent | Handing off a task, reviewing a diff | Not stated | OpenAI Codex |
| v0 | Web app | React and Tailwind components | Freemium | v0 |
| Bolt.new | Web app | Full-stack prototypes in the browser | Freemium | Bolt.new |
| Lovable | Web app | A whole app from a conversation | Freemium | Lovable |
Pick by form factor first. The model matters less than where the tool sits relative to your repository, your terminal, and your review process.
Editors with an agent inside
Cursor
Cursor is the AI code editor most people mean when they say vibe coding: agent mode, codebase-aware chat, and inline edits, built on a familiar VS Code base. Because it is VS Code underneath, your extensions, keybindings, and settings mostly survive the move, which is why it converts so easily. What it is not is a clean break — you inherit VS Code's quirks along with its ecosystem. It is on the list because it is the lowest-friction way to find out whether an in-editor agent suits you at all.
Windsurf
Windsurf is an agentic editor built around Cascade, with deep codebase awareness and multi-file flows that keep you in the loop rather than running ahead of you. The pitch is the review cadence: changes arrive as a reviewable sequence instead of one large diff at the end. That deliberateness is slower when you already know exactly what to change. Worth trying if Cursor's agent has ever gone further than you wanted.
Zed
Zed is a Rust-built editor engineered for latency, with multiplayer editing and an agent panel that can drive edits across the whole codebase. It is the only option here where the editor would be worth using with the AI turned off. The tradeoff is ecosystem: it is not VS Code, so the extension you rely on may not exist. Open source, which matters if you would rather not bet a daily tool on one company's pricing.
Cline
Cline is an open-source coding agent for VS Code that plans, edits files, and runs terminal commands, asking for approval at each step. It is the answer for anyone who wants agent behavior without migrating editors. The step-by-step approval is either the best feature or the most tedious one, depending on the task size. It also makes the loop visible in a way the polished editors hide, which is genuinely useful while you are still calibrating how much to trust an agent.
Terminal and headless agents
Claude Code
Claude Code runs in the terminal, which is the whole argument for it: it composes with git, your test runner, your scripts, and everything else you already drive from a shell, instead of asking you to work inside a panel. It also ships IDE extensions and a web version, so the terminal is the default rather than the only option. It is not the tool for someone who lives in a GUI and does not want a shell in front of them. Access is included in the Claude Pro and Max plans; used through an API account it consumes tokens at standard API pricing. It runs on Claude, which is also in the AI hub.
OpenAI Codex
OpenAI Codex is a software-engineering agent you hand a task to: it works in a sandboxed copy of the repository and hands back a reviewable diff. That shape is different from everything above — you are not watching it work, you are reviewing a result, closer to receiving a pull request than to pairing. It suits well-specified, self-contained tasks and suits exploratory work badly, because a vague brief comes back as a confidently wrong diff you now have to read. The catalog entry lists no pricing, so check the vendor page before you plan around it.
Prompt-to-app builders
v0
v0 is Vercel's generative UI tool: describe a component or a page and get React and Tailwind back. It is the most honest tool in this group about its scope — it produces UI, not an application. Used as a first draft of a component you then own and edit, it is excellent. Used as a way to avoid learning your own component library, it quietly builds a second, inconsistent one.
Bolt.new
Bolt.new lets you prompt, run, edit, and deploy full-stack web apps entirely in the browser, powered by StackBlitz WebContainers. Running the whole stack client-side is the trick that makes it feel instant, and it is a genuinely good way to get a working prototype in front of someone the same hour. The same browser sandbox is the ceiling: it is a prototyping environment, not where a product with real infrastructure ends up living.
Lovable
Lovable builds complete web apps from a conversation — frontend, backend, and deploys, all from natural-language prompts. It goes furthest of the three toward "no editor at all", which is exactly right for validating an idea and exactly wrong for a codebase several people will maintain. Know which of those you are doing before you start. We compared it against the alternatives in more detail in best Lovable alternatives.
Where they overlap, and what none of them do well
The overlap is larger than the marketing suggests. Cursor, Windsurf, Zed, and Cline all do roughly the same job — read the codebase, propose multi-file edits, run commands — and the differences are ergonomic rather than fundamental. Most of them can also point at the same underlying models, so "which model is smartest" is usually the wrong question to choose between them.
What none of them do well is the part that is actually hard. They do not hold a coherent architecture in mind across months of work, so a codebase built entirely by prompt drifts toward duplicated helpers and three ways of doing the same thing. They do not know which of your product decisions were deliberate, so they will happily reverse one. And none of them remove the review step: every tool here produces a diff someone has to read, and the faster the tool, the more diff there is per hour. Reviewing is now the bottleneck, which is a better bottleneck than typing, but it is still a bottleneck.
One thing that helps across all of them is shared configuration — Skills is a registry of agent skills for Claude Code, Cursor, Codex, and the rest, so the conventions you want enforced can be installed rather than re-explained in every prompt. See Skills.
How to choose
- Existing codebase, want to keep your editor: Cline.
- Existing codebase, happy to switch editors: Cursor, or Windsurf if you want a tighter review loop.
- You care about editor speed as much as the agent: Zed.
- You already work in a terminal: Claude Code.
- Well-specified tasks you would rather review than watch: OpenAI Codex.
- A component, not an app: v0.
- A prototype this afternoon: Bolt.new or Lovable.
FAQ
What is vibe coding, exactly?
Describing what you want in natural language and letting a model produce the code, then reviewing and steering the result rather than typing it yourself. The name is loose: in practice it covers everything from inline autocomplete to a tool that deploys an app you never opened.
Is Cursor or Windsurf better?
They solve the same problem with different pacing. Cursor is faster to adopt and built on a VS Code base you probably know; Windsurf's Cascade keeps you in the loop across multi-file changes. Try both on the same real task for a day each — the answer is about your review habits, not about the tools.
Can I use these on a large existing codebase?
The editors and terminal agents, yes — that is what codebase awareness is for. The prompt-to-app builders, no: v0, Bolt.new, and Lovable are built to create projects, not to work inside a mature one.
Do I need to pay for a vibe coding tool?
Not to start. Cline and Zed are open source, and Cursor, Windsurf, v0, Bolt.new, and Lovable all have free tiers. The costs that surprise people are usage-based ones on the underlying models, so watch that before you commit a team to a workflow.
Everything above is in Vibe Coding, and the models behind them are in the AI hub.