// I want to solve · Developers / Students

👩‍💻 Code with AI: choose tools, keep quality

Choose between Cursor, Claude Code, Codex, Copilot and others, set up rules files and tests, and keep AI-written code reviewable and reversible.

5 steps5 alternatives3 stacks · 1 problemschecked 2026-10-22

How to do it

01Choose the form you prefer: Cursor / Copilot for in-IDE completion and visual diffs; Claude Code / Codex CLI for terminal-first, larger changes
02Write an AGENTS.md at the repo root with build/test commands, layout and don’ts, shared by every tool
03Have the agent run tests before every change and commit in small steps so you can roll back
04Review diffs (by a human or a second agent) before merging, focusing on security and dependency changes
05Check usage weekly to right-size your plan; on a tight budget use an open-source CLI with free or cheap models

What it costs

Free start

Copilot, Cursor, Gemini CLI and others have free tiers; open-source CLIs (Cline, Aider, OpenCode) can use free APIs; verified students get Copilot free

Individual paid

GitHub Copilot Pro $10/mo; Cursor Plus from $8/mo (Premium $30, Super $100, Ultra $200; the old Pro $20 is now a legacy plan, checked 2026-10-22); Claude Pro $20/mo, ChatGPT Plus $20/mo (include Claude Code / Codex) (official prices, checked 2026-10-10/13)

Team / enterprise

Cursor Teams from $30/user/mo ($100 and $200 tiers too, checked 2026-10-22); see vendor sites for Copilot Business / Enterprise and Claude / ChatGPT team plans

Prices change; the vendor’s official page wins. Subscriptions compared · API prices

Alternatives: which to pick

Option	Choose it when
Cursor	You want agents inside a VS Code-style IDE
Claude Code	Multi-file, multi-step tasks in the terminal
Codex	You already pay for ChatGPT or want cloud tasks in parallel
GitHub Copilot	Your team is on GitHub and wants the cheapest paid tier
Cline / Aider / OpenCode	Open source, bring your own key, Chinese or local models

✓ Good fit

Writing features, refactoring, writing tests, reading unfamiliar codebases

✗ Not a good fit

You can’t code but want a product: see “Build apps without coding”

Ready-made stacks

All stacks

Coding agent workbenchIntermediate A terminal coding agent with up-to-date docs lookup, semantic code navigation, a shared rules file and usage tracking. 7 tools Low-cost indie developer Ship products with free models and open-source tools as much as possible. 4 tools Agent skills system Reusable skills to raise coding-agent output quality. 4 tools

Software that helps

All software

Problems & solutions

All problems

ChoiceCursor vs Claude Code vs Codex vs Copilot: which to chooseAll four can read and edit a whole project. The real differences are form (IDE or terminal), billing and what you already pay for. Choose the form first, then the price.

Needs in this scenario

DEV-02AI-generated code is hard to verify and review

Developers · People search for: ai code review tool; verify ai generated code
DEV-11Managing rules, prompts and config files (AGENTS.md)

Developers · People search for: agents.md example; claude.md vs agents.md; cursor rules to agents.md
IND-02Keeping total subscription cost down (self-paying users)

Individual developers & researchers · People search for: cursor vs claude pro worth it; cheapest ai coding setup

Official references

Compiled from official documentation on 2026-10-22; not reproduced in our own environment. Follow the official docs if they differ.