Summarizer

Claude vs Codex Feature Parity

Comments noting Claude Desktop and Cowork already have similar capabilities, debates about which tool is superior, observations about rate limit differences, and discussion of switching between tools based on quota resets

← Back to Codex for almost everything

The current discourse surrounding Claude and Codex suggests a shifting landscape where users increasingly view the two as interchangeable tools, often toggling between them based on which service has more remaining quota or better uptime. While some argue that Codex is merely catching up to features already pioneered by Claude’s Desktop and Cowork environments, others contend that OpenAI is currently winning on polish and compute availability due to Anthropic’s perceived "nerfing" of individual rate limits. This has led to a pragmatic, dual-wielding workflow where developers use one model to generate code and the other to review it, treating neither as a definitive "winner" but rather as temporary backups for one another. Ultimately, the debate highlights a cynical awareness of "PR plays" and compute constraints, with users prioritizing raw utility and stability over brand loyalty as both platforms race toward feature parity.

24 comments tagged with this topic

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Just reading the comments here it's amazing how many people seemingly don't know that Claude Desktop and Cowork basically already does all of this. Codex isn't pioneering these features, it's mostly just catching up.
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Codex is HN's darling now because Anthropic lowered rate limits for individuals due to compute constraints. OAI has so few enterprise users they can afford to subsidize compute for this group a lot more than Anthropic. Eventually once they have more users they'll do the same thing as Anthropic, of course. It's all a transparent PR play and it's kind of absurd to see the X/HN crowd fall for it hook, line, and sinker.
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Go to /r/codex and see how pissed off people are by the new Codex Plus plan 5-hour limits (they're a sliver of what they were a week ago). Whatever OpenAI is doing to market on Reddit isn't working.
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So Anthropic degraded their product. OAI updated their product to meet for exceeded Anthropic old product. This is normal behavior and not a cause for such a hyperbolic response.
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I don't think Claude has this part yet: > With background computer use, Codex can now use all of the apps on your computer by seeing, clicking, and typing with its own cursor. Multiple agents can work on your Mac in parallel, without interfering with your own work in other apps.
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Claude Cowork is unusably slow on my M1 MacBook Pro. I wonder if Codex is any better; a quick search indicates that it is also an electron app
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Yeah, it’s probably very similar to my experience where I just tried Codex because I had a ChatGPT subscription found it to be quite powerful and then because I was used to it just ended up getting the pro subscription so I am guessing folks like me have never really used Claude.
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Yeah but has that really happened? Anthropic doesn't have the compute so everyone can switch to Claude for a couple months, get nerfed, switch back. Gemini has horrible UX.
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> Anthropic doesn't have the compute so everyone can switch to Claude for a couple months, get nerfed, switch back. This seems to be the new narrative around here but it's not jiving with what I'm experiencing. Obviously Anthropic's uptime stats are terrible but when it's up, it's excellent (and I personally haven't had any issues with uptime this week, although my earlier-in-the-week usage was lighter than usual). I'm loving 4.7. I was loving 4.6 too. I use Codex to get code reviews done on Claude-generated code but have no interest in using it as my daily driver.
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> Non-technical users expect a CEO's secretary from TV/movies: you do a vague request, the secretary does everything for you. LLMs cannot give you that by their own nature. What are you using today? In my experience LLMs are already pretty good at this. > Please for the love of god actually go outside and talk to people outside of the tech bubble. In the past week I've taught a few non-technical friends, who are well outside the tech bubble, don't live in the SF Bay Area, etc, how to use Cowork. I did this for fun and for curiosity. One takeaway is that people at startups working on these products would benefit from spending more time sitting with and onboarding users - they're very powerful and helpful once people get up and running, but people struggle to get up and running. > People don't want "personalized interfaces that change every second based on the whims of an unknowable black box". They have plenty of that already. I obviously agree with this, I think where our view differs is I expect that models will be able to get good at making custom interfaces, and then help the user personalize it to their tasks. I agree that users don't want something that changes all the time. But they do want something that fits them and fits their task. Artifacts on Claude and Canvas on ChatGPT are early versions of this.
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Codex is my favorite UX for anything as it edits the files and I can use the proper tooling to adjust and test stuff, so in my experience it was already able to do everything. However lately the limits seem to have got extremely tight, I keep spending out the daily limits way too quickly. The weekly limits are also often spent out early so I switch to Claude or Gemini or something.
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cursor has been doing this for months, welcome to 3 months ago
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Claude Desktop / CoWork already does this.
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how? was this not a thing with claude cowork?
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it it doesn't complain about everything being malware maybe i will come back to openai from my adventures with anthropic
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Any particular evidence for this other than the conjecture that it might be related? To me it seems like just a natural evolution of Codex and a direct response to Claude Cowork, rather than something fully claw-like.
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Using Claude and Codex side by side now . Would love to just use one eventually
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What's the benefit of using both?
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quota resets/backup when the other is unavailable.
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My monthly subscription for Claude is up in a week, is there any compelling reason to switch to Codex (for coding/bug fixing of low/medium difficulty apps)? Or is it pretty much a wash at this point?
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I'm switching because of the higher usage limits, 2x speed mode that isn't billed as extra usage, and much more stable and polished Mac app.
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> 2x speed mode that isn't billed as extra usage ...at least for my account, the speed mode is 1.5x the speed at 2x the usage
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Honestly, just try it. I used both and there's no reason to not try depending on which model is superior at a given point. I've found 5.4 to be better atm (subject to change any time) even though Claude Code had a slicker UI for awhile.
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Is it OpenAI Cowork?