Claude Code offers /ultra plan and /ultra review (both in research preview), enabling cloud-based planning and multi-agent code reviews with inline comments.
Describes advanced features available to power users.
Codex is OpenAI's new full agentic coding system (not the retired 2021 model), available in terminal, desktop app for Mac/Windows, VS Code extension (works with Cursor), and cloud.
Factual description of Codex availability and clarification of its identity.
Codex feels like an opinionated machine designed to take you all the way to code shipped to production, with built-in Git work trees for parallel tasks.
Author highlights Codex's end-to-end shipping focus and native work tree support as a standout.
Codex desktop app has an in-app browser to preview shipped work, allowing visual comments directly on the page; this is cleaner than switching to Chrome (though Claude has a browser extension called Claude in Chrome).
Author finds the integrated browser slightly better for the desktop app experience.
Codex’s computer use feature for product QA can open the app, click around, find bugs, and log them with severity ratings, expected vs actual behavior, steps to reproduce, and a triage summary.
Describes a polished first-party QA flow not yet built out in Claude Code.
Codex is included with ChatGPT free, ChatGPT Plus ($20/mo), and ChatGPT Pro ($200/mo) for unlimited use; currently the $100 tier gets 2X Codex usage through May 31st (promo).
Anthropic’s Claude agent SDK documentation states that using a Claude subscription inside third-party tools like Open Claw or Hermes is not allowed unless specifically approved.
Quoting the policy, which impacts economics for users of those tools.
Many users report hitting Claude Code session or weekly limits much faster than before, and author’s live tests show he can do more work in Codex before hitting limits.
Based on community feedback and personal token usage observations.
On the research‑heavy PDF report, Codex finished in ~8 minutes vs Claude’s 8m 15s, and used 2.8M tokens vs Claude’s 4.7M, being faster and more efficient.
Measured performance where Codex excelled in speed and token efficiency.
Claude Code is recommended for complex front‑end, visual design quality, deep planning, auto‑delegation, custom workflows (hooks/skills/channels), embedding agents via SDK, and enterprise off.
Codex is recommended for research‑heavy tasks, structured documents (PDFs/reports), a single app with work trees and shipping, /goal for long objectives, @Codex on GitHub PRs, and built‑in image generation.
Claude Code feels more creative, better at brainstorming, and pushes back on wrong paths; Codex follows instructions obediently and is sharp at code review and catching bugs.
Subjective personal experience after extensive use of both tools.
Users are not locked into one tool because projects are just files and folders; moving between Cloud Code and Codex is straightforward by letting the new agent understand the project.
Practical advice about portability of coding projects.