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Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

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Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#11
Reading the comments and posts about both Claude Code and Codex on Reddit (and often hacker news), it’s hard to imagine they’re not extremely astroturfed.

There seems to be constant stream of not terribly interesting or unique “my Claude code/codex success story” blog posts that mange to solicit so many upvotes.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#12
Its interesting to me that Codex has such high sentiment. I'm definitely an outlier on the more principled end of the spectrum, but I refuse to use OpenAI products.

I take issue with the AI industry in general and the hand-wavy approach to risk, but OpenAI really is on another level in my book. While I don't trust the industry's approach to AI development, with OpenAI I don't trust the leaderships' intentions.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#13
post #4

In my experience gpt5-codex (medium) and codex-cli is notably better than Sonnet 4.5 and claude-code. (note: never tried Opus) It is slower, but the results are much more often correct and it doesn't rush into half-baked solutions/dumb approaches as eagerly. I'd much rather wait 5 minutes than have to clean up manually or try to coax a model into doing things differently. I also wouldn't be surprised if the slowness…

Where codex falls short is in background processing, both running a daemon in the background and using its output as context while simultaneously being interactive for the user, and with subagents, ie, do multiple things in parallel. Presumably codex will catch up, but for now, that puts Claude Code ahead of things for me.

As far as which one is better, it's highly dependent on what we're each doing, but I will say that I have this one project where bare "make" won't work, and I have a script that needs to be run instead. I have instructions to call that script in multiple .md files, and codex is able to call the script instead of make, but it keeps forgetting that and tries to run make which fails and it gets confused. (Claude code running on macOS host but build on Linux vm.) I could work around it, but that really takes the "shiny" factor off of codex+GPT-5 for me.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#14

Reading the comments and posts about both Claude Code and Codex on Reddit (and often hacker news), it’s hard to imagine they’re not extremely astroturfed. There seems to be constant stream of not terribly interesting or unique “my Claude code/codex success story” blog posts that mange to solicit so many upvotes.

In life, it helps to be skeptical, so the real question is where do I find real life humans to ask about their experiences? And even then, they could still be paid actors. Though, I've often wondered how would that work. Like, the marketing department staffed by hot people finds developers and then offers to Venmo them $500 to write something nice online about the product? It's a big Internet, and there's a lot of people on Upwork, so I'm not saying it isn't happening, but I've never gotten an email asking me to write something nice about Claude Code in exchange for a couple of bucks.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#16

Reading the comments and posts about both Claude Code and Codex on Reddit (and often hacker news), it’s hard to imagine they’re not extremely astroturfed. There seems to be constant stream of not terribly interesting or unique “my Claude code/codex success story” blog posts that mange to solicit so many upvotes.

Meanwhile I am talking about unique shit with Claude Code trying to draft on that sentiment for little to no traction with them. We've built the best way to automate and manage production infrastructure using these models and no one gives a shit. It's so weird.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#17

Reading the comments and posts about both Claude Code and Codex on Reddit (and often hacker news), it’s hard to imagine they’re not extremely astroturfed. There seems to be constant stream of not terribly interesting or unique “my Claude code/codex success story” blog posts that mange to solicit so many upvotes.

my suspicion is that much (or at least some) of the negative sentiment towards claude code is from folks that were on it early (when code was even more widely used than codex) and created intensive workflows using it. when anthropic tightened quotas to make it more equitable across plan users they were much more likely to be impacted.

this is obviously pure conjecture, but perhaps the OE folks had automated their multiple roles and now they need to be more involved.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#19

Its interesting to me that Codex has such high sentiment. I'm definitely an outlier on the more principled end of the spectrum, but I refuse to use OpenAI products. I take issue with the AI industry in general and the hand-wavy approach to risk, but OpenAI really is on another level in my book. While I don't trust the industry's approach to AI development, with OpenAI I don't trust the leaderships' intentions.

> Its interesting to me that Codex has such high sentiment.

Me too, so much so that I doubt this is legitimate. This blog post is the only place I've seen people 'raving' about codex.

Claude Code is the current standard all others are measured against.

Re: Claude Code vs. Codex: I built a sentiment dashboard from Reddit comments

#20

Reading the comments and posts about both Claude Code and Codex on Reddit (and often hacker news), it’s hard to imagine they’re not extremely astroturfed. There seems to be constant stream of not terribly interesting or unique “my Claude code/codex success story” blog posts that mange to solicit so many upvotes.

Meanwhile I am talking about unique shit with Claude Code trying to draft on that sentiment for little to no traction with them. We've built the best way to automate and manage production infrastructure using these models and no one gives a shit. It's so weird.

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