Agent Shortlist

Coding Agent

Cline

The open coding agent — 61k GitHub stars, 5M installs

4.5 / 5DeveloperOpen-source · Free and open-source

Our verdict

The most popular open-source coding agent by install count — 61k GitHub stars, 5M installs. BYOK means no SaaS subscription on top of your API costs, which is often 30–60% cheaper than Cursor Pro for builders running heavy daily agentic work. The trade-off is setup friction (you wire up API keys yourself) and a less polished UI than Cursor. For developers who want full control and direct API billing, this is the default pick in 2026.

Best for

Developers who want full control and transparency — open-source, model-agnostic, works across VS Code, JetBrains, and CLI. The default pick for builders who don't want a SaaS subscription markup on top of their API costs, especially high-volume daily users where direct API billing meaningfully beats Cursor's $20 credit pool.

Not for

Non-developers who want a point-and-click interface. Anyone who prefers an all-in-one managed subscription with one bill instead of direct API billing. Builders for whom the 10-minute BYOK setup friction outweighs the long-term cost savings (in which case Cursor Pro is the right pick).

Overview

Cline is an open-source AI coding agent with 61k GitHub stars and over 5 million installs across VS Code, JetBrains, and CLI. It's the most popular open-source coding agent on this list by adoption count — and a credible alternative to Cursor for developers who want to run the same Claude or GPT models without paying a SaaS markup. Backed by enterprise adoption at Samsung, Microsoft, and Amazon. Apache 2.0 licensed, fully auditable.

The headline is BYOK — bring your own key. Instead of paying Cline a monthly subscription on top of model costs, you connect your own Anthropic, OpenAI, OpenRouter, or local-model API key and pay providers directly. The setup takes about 10 minutes: install the VS Code extension, generate an API key from your model provider, paste it into Cline's settings, you're operational. The friction is real but one-time. For builders doing serious daily agentic work, the savings compound — Cline users on Claude Sonnet typically spend $20–$100/month in API tokens, often 30–60% less than what they'd pay for Cursor Pro at the same usage volume.

Real pricing math at different volume tiers, since this is the question most builders are actually asking: a hobbyist developer running Cline 1–2 hours per day on Claude Sonnet 4.6 typically spends $10–$30/month in tokens — well under Cursor Pro's $20 baseline. A serious daily user running 4–6 hours of active agentic work spends $50–$120/month — still competitive with Cursor Pro+ at $60/month if you're hitting the credit-pool ceiling. High-volume teams (multiple developers, multi-hour daily sessions, large refactor cycles) often save $200–$500/month per developer vs the equivalent Cursor Teams tier. The cost crossover point is around 3 hours of active daily use — below that, Cursor's bundled credits are cheaper; above that, Cline wins.

Cline vs Cursor — the comparison most builders end up making. Cline is open-source, BYOK, runs as a VS Code extension (and JetBrains, and CLI). Cursor is a forked VS Code with a paid subscription that bundles model access. Cursor's IDE-first experience is more polished — Tab completion is best-in-class, the chat sidebar is faster, and onboarding is one-click. Cline's experience is good but less refined; it's a power-user tool, not a beginner IDE. The choice usually comes down to whether you'd rather pay $20–$60/month for the polished experience (Cursor) or pay only for actual model usage with direct billing (Cline). Many serious operators in 2026 start on Cursor, hit the credit-pool ceiling around the 3-month mark, and switch to Cline for the cost economics. Some switch back when they want a smoother chat experience; most don't.

Cline vs Roo Code vs Kilo Code — the three forks builders actually compare. All three start from the same VS Code extension lineage; the divergence is opinionated. Cline is the upstream and has the largest community, fastest core updates, and the most plugins. Roo Code adds mode-based workflows (Code mode, Architect mode, Ask mode, Debug mode, Custom modes) that pre-configure the agent for specific tasks — useful if you like structured workflows. Kilo Code combines features from Cline and Roo with additional integrations and a tighter UX in places. For most builders, Cline is the default — the largest community, fastest upstream updates, and the broadest plugin ecosystem. Move to Roo or Kilo only if you've used Cline long enough to know what specific limitation you're trying to work around.

Which model to use with Cline — the question Cline doesn't decide for you (intentionally). For most builders, Claude Sonnet 4.6 via direct Anthropic API is the default — best reasoning per dollar for code-shaped tasks, $3/$15 per million tokens, runs typical workflows for $20–$80/month. GPT-5 family is the right swap for tasks where Claude struggles or where you want OpenAI's tool-use stack. DeepSeek V4 Flash at $0.10/$0.20 per million is the right swap for cost-extreme workloads — competitive on simple tasks at 30× lower price than Claude. For sensitive codebases where data can't leave the machine, run Cline against a local Ollama model — the agent behaviour stays the same, the API just points at localhost. The model selector is in Cline's settings; most builders set it once per project and forget it.

Where Cline is the wrong pick: if you don't want to spend the 10 minutes setting up an API key and connecting it, Cursor Pro at $20/month is the easier path. If you're a non-developer or vibe coder who just wants AI in your editor, Cursor's polish is worth the premium. If you're at a company with strict procurement that wants one SaaS invoice, the BYOK split-billing model (subscription + per-token API costs from a separate provider) can be a procurement headache. And if you're a high-volume user but on JetBrains specifically, Cline's JetBrains support is solid but still newer than Cursor's broader product polish.

What works

  • +BYOK — no Cline subscription, only your direct API costs
  • +Cost savings of 30–60% vs Cursor Pro for high-volume daily users
  • +61k GitHub stars — the largest open-source coding agent community
  • +Works in VS Code, JetBrains, and CLI — not locked to one IDE
  • +Fully model-agnostic — Claude, GPT, Gemini, DeepSeek, local Ollama models
  • +Full agentic loop — reads, plans, edits across files, runs commands, iterates
  • +Open source and auditable — Apache 2.0, you can read exactly what it's doing
  • +Active enterprise adoption (Samsung, Microsoft, Amazon) validates production-readiness

What doesn't

  • BYOK setup adds 10 minutes of friction vs Cursor's one-click subscription
  • Less polished UI than Cursor — power-user tool, not beginner-friendly
  • No built-in usage dashboard — tracking API costs across sessions requires external tooling
  • Tab completion is good but not best-in-class — Cursor still wins on inline suggestions
  • Enterprise support newer and less mature than Cursor's commercial team
  • Split billing (API + optional team subscription) can be procurement-awkward at large companies

What operators use it for

01

Full Codebase Refactors Without a Subscription Tax

Cline's BYOK model means a large refactor costs you Claude API tokens — not a pro seat plus token overages. Developers doing heavy, sustained agentic work often find the direct API billing significantly cheaper than Cursor Pro for the same output.

02

Multi-IDE Teams Where Cursor Doesn't Fit

Cursor is VS Code only. If your team splits between VS Code and JetBrains, Cline is the only open-source option that covers both. Same agent behaviour, same API keys, different IDE — no context switching.

03

Multi-File Feature Implementation

Describe a feature in plain English. Cline reads the relevant files, plans the implementation, edits across multiple files in sequence, runs your test suite, and iterates on failures. The full loop runs without you driving each step.

04

Model Switching for Different Task Types

Use Claude Sonnet for complex multi-file reasoning, drop to Gemini Flash for fast iteration cycles, use a local Ollama model for sensitive codebases where data can't leave your machine. Cline's model-agnostic architecture makes this the most flexible tool on this list.

Pricing

Free and open-source. BYOK — you pay API costs directly to Anthropic, OpenAI, or any provider. Typical solo-developer monthly spend on Claude Sonnet: $20–$100 in API tokens. No Cline subscription required. Enterprise plans available for teams.

Common questions about Cline

What is Cline?

Cline is an open-source AI coding agent that runs as a VS Code extension. You bring your own API key (Claude, GPT, Gemini, or any compatible model) and Cline turns VS Code into an agentic coding environment — reading files, making edits, running terminal commands, and iterating on tasks autonomously.

How much does Cline cost?

Cline itself is free and open-source. You pay only for the underlying model API calls (BYOK — bring your own key). Typical monthly cost for a solo developer: $20–$100 in model tokens on Claude Sonnet, less on cheaper models like DeepSeek V4 Flash. There's no Cline subscription.

Is Cline free to use?

Yes — Cline is open-source under the Apache 2.0 licence and free to install. The only costs are the model API tokens the agent consumes when running tasks, which you pay directly to your chosen provider (Anthropic, OpenAI, Google, etc.).

What does BYOK mean for Cline?

BYOK stands for 'Bring Your Own Key' — Cline doesn't bundle a model subscription. You sign up directly with a model provider (Anthropic, OpenAI, OpenRouter), get an API key, and paste it into Cline's settings. This gives you full control over which model you use and direct billing rather than a markup.

Cline vs Cursor?

Cline is open-source, BYOK, and a VS Code extension you add to your existing editor. Cursor is a forked VS Code with a paid subscription. If you want full control over model choice and don't want a SaaS markup, Cline. If you want the most polished IDE-first experience and don't mind the subscription, Cursor. Many builders prefer Cline once they're past the initial setup. The cost crossover point is around 3 hours of active daily use — below that, Cursor's bundled credits are cheaper; above that, Cline wins on direct API economics by 30–60%.

How do I install and set up Cline?

About 10 minutes end-to-end. (1) Install the Cline extension from the VS Code, JetBrains, or Cursor marketplace. (2) Get an API key from your preferred model provider — Anthropic Console for Claude, platform.openai.com for GPT, OpenRouter for multi-model access. (3) Open Cline's settings inside your editor, paste the API key, select your default model (Claude Sonnet 4.6 for most builders). (4) Open a project and click the Cline icon to start your first agentic session. The friction is real but one-time; from session two onwards there's no setup.

What's the best model to use with Cline?

For most builders: Claude Sonnet 4.6 via direct Anthropic API — best reasoning per dollar at $3/$15 per million tokens, runs typical workflows for $20–$80/month. GPT-5 family is the right swap when Claude struggles on a specific architectural decision. DeepSeek V4 Flash at $0.10/$0.20 per million is the right swap for cost-extreme workloads where you'll accept slightly lower quality for 30× lower price. For sensitive codebases where data can't leave your machine, run Cline against a local Ollama model. Cline's model selector is in settings — set it once per project and forget it.

Cline vs Roo Code vs Kilo Code — which fork to pick?

All three are forks of the same VS Code extension lineage. Cline is the upstream — largest community, fastest core updates, broadest plugin ecosystem. Roo Code adds opinionated mode-based workflows (Code, Architect, Ask, Debug) that pre-configure the agent for specific tasks. Kilo Code combines features from both with additional integrations and tighter UX in places. For most builders, start with Cline. Explore Roo or Kilo only after you've used Cline long enough to know what specific limitation you're trying to work around.

Which API provider should I use with Cline?

Three sensible options. (1) Direct Anthropic API for Claude — best per-dollar quality for code, simplest billing. (2) OpenRouter for multi-model access through a single API key — slightly higher per-token cost but you can switch between Claude, GPT, Gemini, DeepSeek, and 200+ others without juggling separate keys. (3) Local Ollama models for sensitive codebases or zero-cost experimentation. Most production builders settle on direct Anthropic for daily work plus OpenRouter as a secondary for model comparison and fallback.

Is Cline good for enterprise use?

Yes — Cline is used in production at Samsung, Microsoft, and Amazon, with a paid enterprise tier that adds team admin, audit logs, and SSO. The trade-off vs a fully-managed alternative like GitHub Copilot Enterprise: Cline's procurement story is split-billing (API costs from one provider, optional Cline subscription from another), which can be awkward at large companies that prefer a single SaaS invoice. For engineering teams comfortable with that, the cost economics and open-source auditability outweigh the procurement friction.

Open dataset. This review is part of a structured dataset of every platform on the shortlist, published as platforms.json on GitHub under CC-BY-4.0.