# Claude Code vs Cursor 3: which one actually ships your code faster?
Cursor 3 just dropped. The HN thread is 300+ comments. Developers are picking sides.
I've been running both in production for months. Here's the honest comparison — not marketing copy, not benchmarks, actual workflow differences.
## The fundamental difference
**Cursor 3**: Editor-first. You stay in VS Code, the AI assists you.
**Claude Code**: Terminal-first. The AI runs your code, reads errors, iterates.
This sounds subtle. It's not. It changes how you think about your workflow.
## What Cursor 3 does well
- Inline edits feel natural if you're already in VS Code
- Tab completion is fast and context-aware
- The new VS Code integration in Cursor 3 is genuinely better
- Great for surgical edits: "fix this function"
## What Claude Code does well
- Full agentic loops: write → run → read error → fix → repeat
- It actually runs your tests and reads the output
- Can bash through a multi-file refactor without you babysitting it
- `--print` mode for non-interactive pipelines
## The rate limit problem
Both tools hit limits. Here's how they differ:
Cursor 3: you hit the Fast Request limit, you get slow mode or pay more.
Claude Code: you hit Anthropic's rate limit, you get `overloaded` mid-task and your agent loop stops.
The fix for Claude Code is documented but not obvious:
```bash
export ANTHROPIC_BASE_URL=https://simplylouie.com/api
```
This routes your Claude Code through a proxy that handles rate limit distribution. The session continues. Your agent loop doesn't break.
Cursor 3 doesn't have an equivalent because it manages the API connection itself.
## Practical comparison table
| Task | Cursor 3 | Claude Code |
|------|----------|-------------|
| Inline edit | ✅ Excellent | 🟡 Slower |
| Run tests | 🟡 Manual trigger | ✅ Automatic |
| Multi-file refactor | 🟡 Requires guidance | ✅ Autonomous |
| Read error output | 🟡 You paste it | ✅ It reads it |
| Bash scripting | ❌ Not its strength | ✅ Native |
| Rate limit handling | 🟡 Slow mode | 🟡 Proxy needed |
| Cost | $20-40/month | API cost + proxy |
## The Kimi K2.5 issue
Cursor recently used Kimi K2.5 (a Chinese AI model) without disclosure. This matters if you care about:
- Which model is actually processing your code
- Data residency
- Consistency of outputs
Claude Code is always Claude. ANTHROPIC_BASE_URL points to whatever proxy you configure, but the model you call is the model you get.
## Workflow patterns
**Cursor 3 is better for:**
```plaintext
Open file → spot bug → cursor fixes it inline → commit
```
Fast, low-overhead, stays in your editor.
**Claude Code is better for:**
```plaintext
claude "add pagination to the users API, run the tests, fix any failures"
```
You describe the outcome. It does the work including running things.
## The real question
Are you primarily **editing** or primarily **building**?
- Editing → Cursor 3
- Building → Claude Code
Many developers end up using both: Cursor for quick fixes, Claude Code for feature work.
## Cost breakdown
Cursor 3: $20/month flat for Pro, $40/month for Business.
Claude Code: You pay per token at Anthropic rates. Heavy usage can run $50-150/month. The ANTHROPIC_BASE_URL proxy option at [simplylouie.com](https://simplylouie.com) runs ✌️2/month — that's $2, not a typo. It's built for developers who hit rate limits but don't want the per-token anxiety.
## Bottom line
Cursor 3 is a better editor integration. Claude Code is a better autonomous agent.
The market is splitting: developers who want AI-assisted editing (Cursor) vs developers who want AI-driven execution (Claude Code). These are different use cases, not direct competitors.
What's your primary workflow? Drop it in the comments — I'm curious how the split looks in practice.
---
*Testing the ANTHROPIC_BASE_URL approach? [simplylouie.com](https://simplylouie.com) — 7-day free trial, ✌️2/month after.*