headroom.walls.sh · continue

Claude Code vs Continue.dev

Continue.dev is an open-source VS Code and JetBrains extension that brings multiple AI models into your editor — including Claude. Claude Code is a terminal agent that executes tasks autonomously. They overlap, but they solve different problems. This page covers when each is the right tool and what happens when you use both together.

What they are

Continue.dev is an open-source IDE extension (VS Code and JetBrains). You pick your model — Claude, GPT-4, Gemini, Llama, or any local model via Ollama. It handles inline completions, chat, and a basic agent mode inside the editor. Fully self-hosted option; no subscription lock-in.

Claude Code is Anthropic's terminal agent. It runs outside your editor, has full shell access, drives autonomous multi-step tasks (refactors, debugging loops, test suites), and is designed to run unattended. Locked to Claude models. Included in Claude Pro/Max subscriptions.

Dimension	Continue.dev	Claude Code
Type	IDE extension (VS Code + JetBrains)	Terminal CLI agent
Open source	Yes — MIT license	No — Anthropic proprietary
Model support	Any: Claude, GPT-4, Gemini, Llama, Ollama local	Claude only
Pricing	Free (BYOK or local models); Continue Pro for team features	Included in Claude Pro/Max subscription
Inline completions	Yes	No
Autonomous agent	Limited — editor-scoped	Full — shell access, any path
Shell access	No	Yes — unrestricted
Offline / local models	Yes — via Ollama integration	No
Usage limits	Depends on provider (BYOK) or no limits (local)	5h session + 7d weekly rolling windows
Self-hostable	Yes	No

When Claude Code wins

Autonomous multi-step tasks

Claude Code's core strength is unattended execution: read the codebase, form a plan, make all the edits, run the tests, fix failures, commit. Continue.dev's agent mode keeps you in the loop at each step. For a task that will take 30 minutes and touch 15 files, Claude Code is faster to delegate to and walk away from.

Shell and infra work

Claude Code has unrestricted shell access — it can run Docker builds, apply migrations, analyze git history, modify CI config, and script anything. Continue.dev operates in an editor sandbox without shell access.

Test-fix loops

The run-tests → read-failure → edit → re-run loop is where Claude Code shines. Continue.dev's agent mode doesn't have the same tight test-loop integration. Claude Code can loop on your test command until all tests pass without any manual interaction.

Projects locked to Claude

If you're using a Claude Pro/Max plan, Claude Code is included and uses the same subscription. Continue.dev with a Claude API key costs separately per token — for heavy use, Claude Code's subscription model is cheaper.

When Continue.dev wins

Inline completions

Continue.dev supports inline tab completions while you type — line-by-line suggestions like Copilot. Claude Code has no inline completion mode. For the flow-state experience of AI suggestions as you write, Continue.dev is the right tool.

Model flexibility

Continue.dev supports any OpenAI-compatible API endpoint. You can point it at a local Llama model, at Mistral, at Gemini, or at Claude. Claude Code is Claude-only. If you want to compare models or use local inference for privacy, Continue.dev is the choice.

Cost: local models and BYOK

Continue.dev with a local Ollama model has zero API cost. For teams running sensitive codebases, or developers who want unlimited AI completions without a subscription, Continue.dev + local model is the most economical option.

JetBrains users

Continue.dev supports JetBrains IDEs (IntelliJ, PyCharm, WebStorm, etc.). Claude Code has no JetBrains integration — it runs in the terminal alongside any editor.

Using both together

These tools complement each other well:

Continue.dev for inline completions and quick questions while you're actively writing code
Claude Code for longer autonomous tasks — "implement this feature," "fix the failing tests," "refactor this module" — that you hand off and let run

The split is roughly: Continue.dev for your active coding sessions; Claude Code for the tasks you delegate.

If you use Continue.dev with Claude models (BYOK): your Anthropic API calls from Continue.dev count against the same 5h session and 7d weekly rolling windows as Claude Code. The limits are shared. A heavy Continue.dev session can silently consume Claude Code budget before you start a Claude Code task.

Continue.dev config with Claude models

To use Claude models in Continue.dev, add them to your config.json (at ~/.continue/config.json on macOS):

{
  "models": [
    {
      "title": "Claude Sonnet",
      "provider": "anthropic",
      "model": "claude-sonnet-4-6",
      "apiKey": "YOUR_ANTHROPIC_API_KEY"
    }
  ]
}

With this config, Continue.dev and Claude Code share the same API quota. See the Headroom section below for how to monitor it.

Monitoring shared quota

If you run Continue.dev with Claude models and Claude Code in parallel, both tools drain the same 5h session and 7d weekly rolling windows. Headroom monitors both meters in your menu bar:

brew install --cask patwalls/tap/headroom

Reads the data Claude Code writes to disk locally. Zero network calls, no API key. macOS 13+, free.

Headroom — usage monitoring for Claude Code

Whether you use Continue.dev with Claude models, Claude Code directly, or both together, the 5h/7d rolling windows apply. Headroom keeps both meters visible in your menu bar so you know where you stand before starting a long session.

brew install --cask patwalls/tap/headroom

Direct download · About Headroom · Source on GitHub

→ Claude Code + VS Code integration
→ Claude Code vs Cursor
→ Claude Code vs GitHub Copilot
→ Claude Code vs Windsurf
→ Claude Code rate limits explained
→ 5-hour session limit · 7-day weekly cap