Cline vs Claude Code: Any Model or Claude Only?

Cline vs Claude Code comes down to one question: do you want to choose the model, or do you want the agent and the model built by the same company?

Cline is an open-source coding agent that works with many model providers, including local ones. Claude Code is Anthropic's agent, and it is built to run Claude models only. Both read your code, edit files, run commands, and let you control what they may do without asking. The differences are in the licence, where each one runs, how you pay, and how much you can swap out.

• Pick Cline if you want to switch models freely, use a local model, or read the agent's source.
• Pick Claude Code if you want one vendor, a Claude subscription that covers it, and one engine across the terminal, IDEs, desktop, web, CI and Slack.
• You can use both. They solve the same problem from opposite ends, and neither blocks the other.

Quick comparison

Licence and openness

This is the cleanest split. Cline's repository is published under Apache 2.0, so you can read it, fork it, and audit what it sends to a provider.

Claude Code's repository is public, but its licence file says all rights are reserved and use is subject to Anthropic's Commercial Terms of Service. That is not an open-source licence. You can read what is published, but the licence doesn't give you the freedom to fork it that Apache 2.0 does.

For most people this never matters. For a company that needs to audit its tools, or to keep working if a vendor changes direction, it can matter a lot.

Models: the real fork in the road

Cline's docs list Anthropic, OpenAI, Google Gemini, OpenRouter, AWS Bedrock, Vertex, DeepSeek, Mistral, xAI, Groq, local runtimes such as Ollama and LM Studio, and any OpenAI-compatible API, plus 30-odd more. You can change the model per task, and Cline's CLI accepts provider and model flags on each run. If a new model ships tomorrow, you can try it tomorrow.

Claude Code takes the opposite approach. It runs Claude models, and Anthropic's own gateway documentation says it doesn't support routing Claude Code to non-Claude models through any gateway. What you can choose is where Claude runs: Anthropic directly, or Amazon Bedrock, Google Cloud's Agent Platform (formerly Vertex AI), or Microsoft Foundry, as laid out in the third-party deployment docs.

So the question isn't "which agent is smarter." It's whether you want the freedom to change models or the tighter fit of an agent built for one family.

Where each one runs

Cline runs inside the editor you already use. Its install guide lists a VS Code extension that also installs in Cursor, VSCodium and Antigravity, a JetBrains plugin, a CLI, a desktop app aimed at open-weight models, and an SDK. Through the Agent Client Protocol it also works in Zed, Neovim and Emacs. Its CLI has a headless mode for scripts and CI, and Cline Cloud Agents run tasks from the browser on your GitHub repos. If you last looked at Cline when it was a VS Code extension, it has moved on.

Claude Code started in the terminal and has spread out from there. Its overview lists the terminal CLI, VS Code and JetBrains extensions, a desktop app, and a web version at claude.ai/code. It also covers GitHub Actions, GitLab CI/CD, and Slack. Because every surface uses the same engine, your CLAUDE.md files and MCP servers carry across them.

Both now let you start a task in the browser and check back later. The difference is depth: Cline's docs say its Cloud Agents don't yet load your rules, skills, MCP servers or connectors, and they only offer Cline's own model providers, while Claude Code's web sessions use the same engine as its CLI. If you mostly work at your desk in one editor, that won't matter. If you want tasks running while your laptop is closed, it might.

Permissions and undo

Both let you set how much the agent does without asking, but they start in different places.

Cline asks for approval unless you turn on auto-approve by category: reading, editing, safe commands, all commands, the browser and MCP servers. Its docs recommend starting with only project reads enabled. There is also a YOLO mode that approves everything, which the docs call dangerous. Note that the CLI is less cautious by default: a one-shot cline "task" run starts with auto-approve enabled unless you pass --auto-approve false.

Claude Code starts in auto mode in interactive terminal and VS Code sessions on v2.1.283 or later, per its permission modes docs. A separate classifier model reviews each action before it runs and blocks anything that goes beyond your request, targets unrecognized infrastructure, or looks driven by hostile content Claude read; explicit ask rules still force a prompt. Anthropic notes that auto mode reduces prompts but doesn't guarantee safety. If you want to approve edits and commands yourself, switch to Manual (default) mode (Shift+Tab in the CLI, or the mode indicator in VS Code) or set it as your default. Its permissions system also adds allow and deny rules you can check into a repo, an accept-edits mode, and a plan mode that explores without editing.

Undo works differently, and the difference is real:

If a shell command changes or deletes a file Claude Code never edited with its file tools, rewind won't bring it back, so keep your work in Git. Cline's docs describe a broader net, but its own docs also warn about storage and speed on very large repositories.

MCP and extensions

Both support the Model Context Protocol, so either can reach databases, trackers, and internal tools. If MCP is new to you, what MCP is explains it. Cline supports local stdio servers and remote Streamable HTTP or SSE servers, which you configure in the IDE panel, a JSON file, or cline mcp in the CLI.

Claude Code also supports MCP, with skills, hooks, subagents and plugins on top. Cline's docs now list skills, plugins with hooks, and subagents too, so this is no longer a clear gap. Project guidance lives in CLAUDE.md for Claude Code and in .clinerules/ for Cline, and both can read an AGENTS.md file.

Cost: who sends the bill

This is the part people get wrong, because the two tools charge for different things.

Cline is a free, open-source agent. Cline's docs describe three ways to pay for the model: bring your own key and pay the provider directly, buy pay-as-you-go credits through Cline's own provider, or take ClinePass, a flat monthly subscription for selected open coding models. Check Cline's docs for current prices.

Claude Code is billed through Anthropic or a cloud provider. Claude's pricing page says Claude Code is included in all paid plans, including Team and Enterprise for organizations. Developers can instead use an Anthropic Console account billed per token, or Bedrock, Google Cloud's Agent Platform, or Foundry billed by that cloud. If you route it through a gateway with a credential, the docs say it is billed per token to whoever owns that credential, not covered by a subscription's limits.

The practical upshot: a subscription gives you a predictable bill, and per-token billing gives you freedom to choose a cheap model for easy work. Light users can spend very little on Cline. Heavy agent users can spend a lot on either path.

Which should you pick?

• Want to change models, or run a local one? Cline.
• Need an agent you can read and fork? Cline.
• Want a single subscription covering the agent and Claude? Claude Code.
• Want your CLAUDE.md, settings and MCP servers to carry across terminal, IDE, desktop, web and Slack? Claude Code.
• Already deep in JetBrains? Both have a plugin. Neovim, Zed or Emacs users: Cline supports them through the Agent Client Protocol.
• Can't decide? Try Cline with a Claude model through your own key, then try Claude Code on the same task.

For the wider field, Claude Code alternatives sorts the options by why people leave, Cline vs Cursor covers the editor question, and Claude Code vs Codex puts it against OpenAI's agent.

When the setup is the problem

Both tools assume you have a repo, a terminal, and a reason to be in them. Plenty of people don't. You saw someone's Claude Code or agent setup online, and the install steps and API keys stopped you before the first run.

Taku is built for that gap. It's an AI-native desktop workspace that mirrors a working AI setup into your own workspace and runs it. It doesn't replace Cline or Claude Code for writing software. Taku is in Beta, and the Mac app is available now. See the free apps for a look at how mirroring works.

FAQ

Is Cline better than Claude Code?

Neither wins across the board. Cline is better for model choice and openness. Claude Code is better if you want one vendor, one engine across every surface, and a subscription that includes it.

Can Cline use Claude models?

Yes. Cline's docs list Anthropic among its providers, so you can point it at Claude with your own API key, and they also describe a Claude Code provider that runs through your Claude CLI login. Claude Code can't go the other way and use non-Claude models.

Is Claude Code open source?

No. The repository is public, but its licence says all rights are reserved and use is subject to Anthropic's Commercial Terms. Cline is Apache 2.0.

Is Cline free?

The extension is free and open source. You pay for the model through your provider, Cline credits, or ClinePass. Details are in Cline's docs.

Does Cline work outside VS Code?

Yes. It has a JetBrains plugin, a CLI, a desktop app and browser-based Cloud Agents, and it works in Cursor and Antigravity, plus Zed, Neovim and Emacs through the Agent Client Protocol.

Can I use both?

Yes. Many people keep both installed and pick per task. Your repo's rules files and MCP setups are separate, so there's no conflict.