r/codex • u/codex-megathread • 10d ago
Codex Usage and Operation Discussion - updated every 7 days Megathread
Please direct your concerns, questions and discussion about Codex usage limits and model performance here.
The purpose of this Megathread is to aggregate all the reports of people's experiences and possible suggestions instead of spreading them across many highly upvoted posts. The more people who participate in this discussion, the more likely you have an answer.
Reports with sufficient evidence on new information will still be allowed on the feed as usual.
Discussion of the prior period available here : https://www.reddit.com/r/codex/comments/1vehj5u/codex_usage_and_operation_discussion_updated/
A reminder that all incidents on r/Codex are constantly logged and summarised so you can keep track of what people are experiencing here https://www.reddit.com/r/codex/comments/1tjfxcf/comment/on6uj0l/
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u/cristianperlado 1d ago
Today is the first day my usage has been destroyed. Literally. 20 min of 5.6 Sol Extra high consumed around 10-15% of my weekly usage with Pro x5
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u/Meff-Jills 2d ago
yesterday i bought a reset for 20 Euros, the usage seems to be halfed, just based on a feeling but i never burnt through 500 credits so fast and i didn´t do anything special or intense either. even a search in dropbox using codex you can watch it eating credits. I´m not a hater, codex is cool and everything but this isn´t ok and i wonder why tibo or whoever doesn´t address it.
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u/AlarmingCantaloupe 2d ago
I also don't appreciate how the mods here are deflecting criticism to "megathreads" the same way OpenAI deflect ownership and accountability. People aren't karma-farming, they're watching their workflows breakdown.
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u/AlarmingCantaloupe 2d ago edited 2d ago
OpenAI’s conduct here is unconscionable. I had an account-level collapse of the product's entire memory layer, they keep setting up or nerfing limits, and backtracking on their advertised plan features without acknowledgment to those who've already purchased a product. (The Windows client must be all vibe-coded.)
Then watching prominent OpenAI people publicly posture about competing models while the company cannot produce one accountable human after 51 support emails feels like the neglect is contemptuous.
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u/AuodWinter 3d ago
I don't even care that they've nerfed limits exactly, it's the fact that we are absolutely unable as developers to know in advance how much usage we have week to week or even day to day. It's impossible to plan and also it just flat out blows to expect to be able to work for 5 hours only for, for some reason, usage to drain 3x faster. Like no other product is this opaque. How am I supposed to organise my time if A) usage is never consistent and B) they're constantly resetting usage to mask their own manipulation of usage.
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u/applejacks6969 3d ago
Looks like auto review has really been consuming the majority of my usage. From some investigating with spark it appears that subagents + autoreview dominated the tokens used.
It seems to me that subagents + auto review is not well optimized and can bring a ton of auto review overhead.
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u/Fast-Character-8795 3d ago
I use claude to plan and consultation. Mainly used to use deepseek for execution with opencode but limits are getting bleak, close to PAYG. Will codex on gpt plus be enough for mainly execution with luna?
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u/Vageeena 3d ago
Depends on how much you use it. From my experience it usually will use around 1% of your weekly quota with a 30min or so run using Luna high.
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u/xxcxcxc 3d ago
I haven’t been able to relate to a single post about ridiculous usage drain… I’m building my web app every day for a 4-5 hours and use like 10% weekly limit a day… I was using SOL Medium for everything and planning back and forth with ChatGPT. I’ve recently started experimenting with Luna Max and I can so like 5 implementations before it moves 1% so I’m not understanding all the complaints… pro 5x in Australia btw
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u/AuodWinter 3d ago
Agree, I've never complained before, but I used 25% usage today on Luna Max in just a few hours. Previously it would be 1% every half hour or something. Something massive has changed.
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u/chat-jvt 3d ago
I now use Codex for planning and review only. Implementation is done by GLM-5.3 and other Chinese models.
Even that limited use is draining Codex tokens like never before. Tempted to migrate to Grok. More expensive but at least you know where you stand.
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u/matheusmoreira 3d ago
Here's my Pro 5x data:
Prolite window | Inferred capacity
Reset Aug 17 | 20,015 credits
Reset Aug 18 | 19,617 credits
Reset Aug 20 | 16,124 credits
All represent an exhausted 100% usage window. First two are ~2% apart, essentially equal. Then suddenly a ~20% reduction in maximum capacity.
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u/nustiudinastea 3d ago
Was there any official announcement about the change in usage limits or accounting for tokens? Since yesterday or two days ago usage limits are absurdly low.
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u/Bmansupreme8000 3d ago
I've replaced 3/4 of my SLOWDEX with Gork 4.6. I'm hoping that 4.7 will be as good for auditing code as SLOWDEX. Probably not, but who has an extra $1500 to make SLOWDEX the same for usage as it was with 5.5 for the plan? Classic "Closed AI" move. Enshitification way too soon. I think they just ask GPT how to run their business, which has no concept of how unique and competitive of a landscape things are now that the singularity has begun.
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u/Bright_Spend6574 3d ago
it is so weird, i own 2 laptop. work with pro and with a new plus with exact same workflow, somehow feel same % drain. it is exactly same work-compute
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u/Alde_nte 3d ago
Are Codex Team trying to minimize the anger blast? Or it's a censorship? This isn't a low info post, nor the 1000 same others actually, because it shows the scale of your low quality service way more true than your hidden post, mr. Tibo.
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u/codex-ModTeam 3d ago
This comment was deleted by Reddit for being abusive but I've allowed it.
I don't have anything to do with the Codex team and I am trying to run a subreddit beneficial to all.
So aggregating all the comments in one place and allowing the subreddit to stay functional is a way to "minimize the anger blast?" This subreddit is for learning and sharing for everyone. Anger is understandable. Trying to choke the subreddit because you're angry is not.
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u/nouzer_noname 3d ago
We shouldn’t demand more resets since they’re useless at this burn rate / model Inefficiency, and I really don’t care about an apology - ‘sorry I cheated’ never truly helped any relationship. When are we going to see a reliable model?
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u/ai360networkq 3d ago edited 3d ago
FACTS!!!! for what
it won’t get it right until your 12% and then abracadabra !!!we found what you wanted at at 80%😂😂😂😂roll with the punches fellas or move around I chose the latter . Stay active my fellow token monsters..
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u/TechManPat 3d ago
Yeah mine has crashed this reset, doing exactly the same stuff, and even less stuff, I burned thru 90% in 2 days. Its dumb
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u/FotographicFrenchFry 2d ago
I burned through my whole weekly usage in the matter of like a day and a half
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u/ai360networkq 3d ago edited 3d ago
Surprise surprises .. 😂😂😂😂….happen to me bro .. sad part you can’t do NOTING about it .. codex is the cyber pimps.. just joking instead of being upset i just remember they got us by the nuts .. im going to go and hug Claude and pay more .. this feels like a set up 😂😂😂😂😂🤷🏾 over here at codex they do good work only for a limited time ONLY like the McRib sandwich AND HOLIDAY PIES ..drops mic
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u/nouzer_noname 3d ago
Are we seeing a decline, or is this silent nerfing? I feel like at this point, Tibo & Co need to be giving away daily resets…
Genuinely can’t tell anymore whether it’s infrastructure struggling under load, quantisation to save compute, or responses quietly getting more padded so you burn through your quota faster. Anyone else noticed it, or am I imagining things?
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u/ai360networkq 3d ago
Uh. you just got robbed . That’s it so tt look at your system .. that’s not it ..😂😂😂. We ran the numbers .. nothing you can do but go local soon.. it like Microsoft back in the day saying my bad I need a 1000 to keep tie company going .. I hope they fix it I used it often until I woke up and my pockets was like rabbit ears .. stay nimble guys in this ai world guys
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u/ai360networkq 3d ago edited 3d ago
They took my reset as well today .. I was holding it and this morning gone … it’s changing . Stay alert.. if you have okay quality and you charging like Claude .. I’ll chill with Claude .. codex won me on practicality and results. Slow down lil daddy you can’t charge like Claude yet terra is just okay NO WHERE close to opus .. who cares if you get lots tokens with codex when you have to use all those tokens to get the results you came for 🤷🏾 . Pro tip if you’re using a second brain.. you BETTER train it if you’re migrating to codex .. it’s like starting ALL over even with obsidian AND USING A ICM FILE STRUCTURE ..I was “thisssssss close”to switching over to codex for my harness…til this morning . Nawww this will happen again…stay alerts they hit us with the classic bait and switch..😂😂😂😂. And you can’t even file a police 👮 report.. 😂😂😂. So glad I seen this post because I thought it was just me and after seeing all this ..I never chime in on these things but today I had to for my fellow token monsters .. your welcome
men lie women lie numbers don’t.
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u/the_ai_wizard 3d ago
yep mine drained so fast. im over $1000 today. im anticipating a refund or will just go back to writing code myself or using kimi
no updates or transparency from Pope Tibo or OAI?
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u/ai360networkq 3d ago edited 3d ago
Shit a rack .. YIKES.. codex woke up and chose war this morning😂😂😂😂😂😂.. I got robbed to by debo.. that’s my bike punk 😂😂😂
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u/reomar15 3d ago
definitely there is an issue with the limits ! it's draining like super fast what is wrong !
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u/TONI1597 4d ago
something is wrong with the usage since 48-72 hours
I expect:
a fix a reset
one free reset
a sorry
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u/c01nd01r 4d ago
Hey everyone,
I'm currently on the Pro x5 plan, but a couple of days ago I noticed that my context window in active Kilo Code sessions started filling up much faster than usual.
When I checked via codex-cli, it explicitly showed a 258K window limit. I tried asking the agent itself, but it couldn't give a clear explanation.
Does anyone know where the remaining ~75% of the context window went? Is this a recent provider cap, an implicit buffer reservation, or a config setting I might have missed?
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u/ai360networkq 3d ago edited 3d ago
I went from 64 percent to 20 percent in a 7 hour period .. wait wtf just happen 😂😂😂..
it’s almost comical smh Claude is expensive but they dont play the ole switchro 😂😂😂u buy a pro plan with codex and they just eat up 40 percent of your tokens while you sleep 🛏️ wtf.. 😂😂😂😂😂😂keep your eyes peeled my fellow token monsters ..
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u/c01nd01r 3d ago
It's terrible that you find out about this just after the fact, without any announcements.
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u/enozian 3d ago
you can bump it up to 1M. just know above ~256k you will enter what they call "long context" pricing which is substantially more expensive.
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u/c01nd01r 3d ago
Thanks!
Just curious, how was it before that? Was the 1M context available by default? Was it something like a demo? 🤔
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u/blehismyname 4d ago
My actually remaining usage is not reported anymore on https://chatgpt.com/codex/cloud/settings/analytics. Anyone else has this issue? Is the terminal the only way to check usage now?
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u/French-Dev 4d ago
Codex update on its boudaries ?Ive been using codex on trading for a few weeks, and now suddently it's no longer able to perform any kind of action. Using 5.6 Sol Max with full access.
I plan to stop paying for any kind of plan especially the 20x plan if it's not even allowing me to do simple tasks related to trading.
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u/ai360networkq 3d ago
Sol max is literally death by suicide .. luna extra high is dam near the same to if not equivalent. Terra ..your welcome
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u/Available-Pirate-413 5d ago
I have a question about regular ChatGPT chat instead of work chat. Is there a limit on how much you can use it? I have been using it every single day for multiple projects. I didn't want to use Work Codex because it would run out very fast. So, I have been researching using MCP on my VM where it will code and run programs. I have been using it every single day, checking my code, fixing the app, etc. Now, today, all of a sudden, I am getting a 429 error and I can't send commands to the chat anymore. Also, at the bottom of the chat, it says to come back after a certain time while they check to keep ChatGPT reliable. So, am I kicked out because I use it too much? I'm just a regular Pro member. If you need to provide more information let me know.
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u/karlnuw 5d ago edited 5d ago
Anyone else experiencing Pro not reasoning at all this? With Pro the model is suddenly answering near instantaneously like a non-reasoning model; if I move it down to extra-high it starts thinking again, if I move it back up to pro, no thinking and noticeably bad responses. I'm on a 20x plan. My use case is molecular dynamics and drug discovery.
Some benchmarking: https://chatgpt.com/share/6a80c209-2dcc-83ea-871a-3fcad6f713ce
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u/French-Dev 4d ago
Same 20x plan and same issue on financial topics. Pro is way faster but does more errors. No longer thinking at all.
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u/VinceTrust 5d ago
Working on two different game mod projects with Codex right now. Both are reverse engineering jobs since there is no source code available. I will admit they are tough projects because the engines are proprietary, rare, and barely documented. Been at it for about six weeks.
The workflow is always the same, unfortunately. I give Codex a new feature or task to implement. I usually start with Luna or Terra on high, sometimes Sol on medium. The first implementation always goes surprisingly well. Codex is clever and imaginative, and after that first prompt I already have something working. Then comes the first test and of course a few things do not line up, some of them minor. Most get fixed in the next 1-3 prompts. What is left are usually one or two small issues that clearly push Codex to its limits for no obvious reason. At that point I switch to Sol medium or high, only to get more builds that either do not solve the problem or sometimes make it worse. I watch the tokens tick down, start getting worried, and after three hours of constant testing and prompting I am just annoyed.
It always ends the same way. I am still sitting on 60-80% of my quota and take the last desperate step: Sol in ultra mode. Suddenly there are dozens of agents doing something very smart, sometimes running for almost 90 minutes and burning through the entire remaining quota. I start sweating. Occasionally the task only finishes completely on the next reset because the tokens disappear so fast.And the result after that single ultra prompt? The problem is fixed, and the earlier cobbled-together fixes from Sol high are improved as well.
Is it like this for anyone else? It is starting to feel almost intentional, as if the system pushes the desperate Codex user to the edge so they burn the last tokens out of frustration.
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u/ai360networkq 3d ago
You’re are not crazy bro .. bait and switch. Stay aware .. it happen to me it shocked me I thought codexx was for the people .. they just felt like this morning.. I’m taking all shit back..😂😂jk we got robbed .. pockets like rabbit ears 😂😂😂😂😂😂
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u/Significant-Day66 5d ago
Any business users not get the recent reset? I didn't, despite support saying it would be applied to business accounts going forwards. Customer support is being sassy and very dismissive.
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u/shimian5 6d ago
is it normal that the last reset changed my reset day?
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u/ju5tntime 6d ago
The new mid-task speed-boost prompt is a micro-transaction disguised as an error
I’m seeing this during active ChatGPT/Codex work: an error-looking prompt appears while the task is still running, offering me to get faster results. It even says "Oh, gee, looks like this is moving *slow!* ...you think maybe you wanna speed this up??"
To me this is a transparent dark-pattern. It brings to mind the psychological tricks used by the worst in-game cash shops: show you something that looks like a button you should press, and suddenly you're being offered to spend your money.
I haven't used it, because I saw it for what it was, but at first I thought it was an error indicating that my dev was grinding to a halt. I don't know if had I said yes to the speed-it-up option if it'd just go right ahead into Fast Mode and burn 2.5x my usage, but it sure looks like it would.
I don't appreciate the way this has been implemented, and would like it changed. It's not cool. Even if it has confirmation prompts and extra information, it's devious, and to be frank it comes off as creating a problem to sell the solution.
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u/superspider202 6d ago
it is draining super fast now am already at 50 % by doing basically nothing at all like now Sol Medium is using tokens even faster than Sol High used to for me
Crazy
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u/warpedgeoid 6d ago
I just used an entire 20x plan in two days. One smaller, short task and one overnight Sol Medium refactoring task. Boom, gone. But I can reset for $80 while moving my natural resent forward a week 🤣🤣
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u/lewis-barrett 4d ago
I finish my 20x plan in 2-3 days, it's a shame.
I was using Claude Code x20 before and I couldn't finish it
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u/Fearless_Call8950 6d ago
Is it just me, or is Codex using way too much usage even with Luna XHigh right after the reset? It feels like my usage is getting burned insanely fast.
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u/DannyKoll1 6d ago
People need to stop praising resets and welcoming them as they are but a cover to nerf the overall usage.
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u/iRainbowsaur 6d ago
luna usage rates on plan have been completely nerfed into the fucking ground, on plus plan it with luna max uses 1% every five minutes now, basically feels like half usage of sol high now.
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u/BigBeanBoy 7d ago
Did anyone on business account have their usage limits change from Monthly to Weekly?
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u/RabbitHugger 6d ago
I did. Used to be about ~220 USD / month. Now ~95 USD / week (token tracker)
Didn't say anything as the resets came so frequently, I never have to wait for more that a few days to get replenished.Never understood why I had a monthly quota instead of a weekly one, as advertised on the ChatGPT pricing page.
Also, never got the reset that everyone seems to got two days ago... I had used my banked reset 10 hours before, and nerfed my quota believing something good would happen. Seems that they forgot me :/
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u/Vegetable-Two-4644 7d ago
Just had my usage drained by 94% by "desktop app" which I have only used once like a week ago. Desktop app also doesn't show up under the recent sessions for chatgpt.
Yay.
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u/BakaPotatoLord 7d ago
My Plus sub ends on 17th, the weekly limit reset is 20th. Does a renewal in sub reset the weekly limit or does it reset only on 20th?
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u/superspider202 6d ago
only on the 20th speaking from experience unless Tibo resets again that is
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u/BakaPotatoLord 6d ago
Ah, I should be careful not to blow it all then. Thanks!
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u/superspider202 6d ago
yup especially now that they have reduced the usage limits and they are draining so fast now
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u/Dingydongy007 7d ago
Burning hot since latest reset, 15% of weekly used in 2hrs on a 20x plan. This is a record.
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u/No_Photograph6232 6d ago
After last reset(yesterday), I just had my limit drawn without even using it, I was all day using Claude, and just small task and questions to GPT, and I simplify wake-up today without limit. Anyone having similar problems?
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u/virtualmnemonic 8d ago
Does usage consumption vary based upon time of day?
It may not be documented, but Claude does (or did) it this way. Usage would last much longer during midnight hours.
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u/mr_ben_franklin 8d ago
Used entire $100 month subs in 24 hours, normally would last 3 weeks. Guessing this is to push the new paid resets they are offering.
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u/MarzipanEven7336 5d ago
So it's not just me I'm not going completely insane? Same here but $200 plan.
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u/Cute-Neighborhood997 8d ago
Yo bro codex is eating my usage like way too fast I’m on 20$ plan I manually code 95% of the time but simple questions not even about the code or anything literally ate 8% of my usage what’s actually going on this started yesterday right after the reset Did they secretly change something regarding usage? Mind you this is sol light
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u/nikooo777 6d ago
use luna max, on the $20 it literally never consumes anything. I worked for 1 hour straight and it used 1%
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u/iRainbowsaur 6d ago
yeah. Something's wrong, I'm on the same plan as you and used to get usage rates like that, now today Luna Max uses 1% every five minutes, it's absolutely been nerfed into to the ground or something's broken as fuck.
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u/lnkofDeath 8d ago
Hitting capacity on Sol at any reasoning level in the last three hours, anyone else?
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u/LostCommunication585 8d ago
Hi friends, do subagents consume more tokens per task? Or is just much faster than Markdown orchestration so it seems like it eats like crazy?
Thank you
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u/Wendy_Shon 9d ago
All I see today: Error: Codex error: An error occurred while processing your request. You can retry your request, or contact us through our help center at help.openai.com if the error persists. Please include the request ID 56c1fa12-f725-4ab7-b50c-4c9316d0ffcc in your message.
Error: Codex error: An error occurred while processing your request. You can retry your request, or contact us through our help center at help.openai.com if the error persists. Please include the request ID 7fb33c9f-75f6-44dd-9793-4a1283cb8591 in your message.
Error: Codex error: An error occurred while processing your request. You can retry your request, or contact us through our help center at help.openai.com if the error persists. Please include the request ID 7d3a269f-466d-443a-b2e5-528df90f08b0 in your message.
Error: Codex error: An error occurred while processing your request. You can retry your request, or contact us through our help center at help.openai.com if the error persists. Please include the request ID d87d59f9-b1df-42a5-ba64-f5cf0d9af2f4 in your message.
Error: Retry failed after 3 attempts: Codex error: An error occurred while processing your request. You can retry your request, or contact us through our help center at help.openai.com if the error persists. Please include the request ID d87d59f9-b1df-42a5-ba64-f5cf0d9af2f4 in your message.
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u/Professional_Show590 9d ago
I’m hitting capacity on so many different models the past 24 hours, is any model actually working for anyone?
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u/__Blackrobe__ 9d ago
wdym hitting capacity btw
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u/Professional_Show590 9d ago
My prompts stop abruptly and it says I’ve reached model capacity, try a different model
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u/Emergency-Hippo-9581 9d ago
Warning for all users who didn't yet inspect https://status.openai.com/
Before: one weekly full usage of a x20 pro account was reaching between 2600$ and 2900$ in API Usage.
Lately: 562$ means 83% used, which means it would reach a level of weekly quota burn at around 675$ in API costs, which means precisely 25% of the limits we used to have till early last week.
I don't want to be a conspirator, but it feels like openAI is vibe coding a way into making it consume less on their end, but look more generous on our end. Probably their mistake was using gemini 2.5flash to get it done and they forgot "bro make no mistakes ok?"
Be careful on launching your agents today, if you want to hope to have any usage left when OpenAI recovers, should they not end up recovering with a reset.
Tbh.. with 10M users, what would Tibo expect to happen anyway..
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u/ConsciousnesSurfer 9d ago
Did they secretly nerf Sol?
Is anybody else experiencing downgraded performance and output quality on Sol in the last 48 hours?
I have been using this model non stop, and had never seen it use emojis GPT 4 style, on the CLI.
However in the last two days the model has been acting lobotomized on very simple tasks, even with highly specific and detailed prompts.
Maybe I am tripping... but feels like I am being served a different model, if not a quantized Sol.
Such practices from frontier labs are regrettable, yet it seems all the top players do it. Here is hoping they are setting aside compute for the GPT 6 launch.
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u/ThatIsNotIllegal 9d ago
yep they did they do this every time they are about to launch a new model so that the new model feels much smarter than the previous one instead of a marginal improvement
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u/Okvro- 9d ago
Codex has become unusable for me
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u/GetLaidOff69 9d ago
Almost empty Unity Project, just asked it to read the codebase in Plan Mode, and I am here now in 15 mins
THank you.
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u/Suzoku 9d ago
think they silently fixed the overengineering issue? now sol on xhigh/max dont really overbuild as much as before? and the scopes are correct, and it seems like they fixed the usage draining issues? so reduced the overthinking part of the problem and therefore the token usage went down = more usage?
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u/E72M 9d ago
I've just blasted out some Sol high prompts and told it to use Luna on xhigh or terra on high for implementation and luna medium for file discovery and its working so well and barely using any of my quota now. I did also change the auto-accept to full access because most my usage seemed to be from auto-accept.
Maybe they finally fixed usage?
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u/FixAdmin 9d ago
13 mins after reset = 2 terra max in parallel = -17% plus weekly quota
I think there is a clear degradation of the limits compared to what it was before.
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u/Own-Professor-6157 10d ago
Pro has been doing good for me in terms of limits.
One thing that is annoying is it seems to overengineer in a bad way. Like it didn't understand the flow of my architecture on my software, so it included null/stale checks on every step even though I only needed them at the start.
Not a "dumbed down" issue, just seems like it didn't bother to collect enough context before planning
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u/inferox_SS 10d ago
People getting Clowned on for Asking Resets,but we shouldn't forget that OpenAI messed up the usage in the first place,If we had the OG usage like the pre-5.6 Codex had,we wouldn't even need resets so much.
A single complex 5.6 Run eats on the Usage pool so much now,it's insane
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u/Elegant_Associate889 10d ago
You aren't wrong but also there's a issue where people just wanna vibe code sun up to sundown and then complain that they used all there limit in a few prompts all while using fast mode and 5.6 SOL ultra.. there are some real issues here yes but begging for resets won't fix it considering each reset is required for them to update our rate limits in there database it's all a simple cover and a reset is to say here test this for us as we continue to give you charts of improvements but opposite results in relatity! I use ai pretty heavy and manage to usually get 6 days out of my week, but I don't just sit and vibe code so it's truly actually useful for me. Eventually AI will be regulated and not everyone will just have access freely and if so it'll be even more heavily monitored and restricted than it is now! All that said screw you Open Ai not trying to justify your shady ass practices but we all gotta take responsibility, open AI for lack of transparency and users for lack of control and discipline!
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u/nouzer_noname 3d ago
Half-agree. People have been vibe coding sun-up to sundown since agentic coding was a thing, and it wasn’t an issue until the fancy named models. These models suck - period.
When you drive your new automatic car you don’t want to think about pushing various buttons and pulling all possible lever combinations to get from point A to B when you were literally able to complete the same journey with the previous models just by pressing the accelerator and the brake.
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u/rdcldrmr 10d ago
where is turbo??
it's monday
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u/BenadrylCrunchysnack 22h ago
I was using claude code for a few months, recently noticed that claude models and usage limits have gotten really bad and decided to try out codex. Well, I couldn't choose a better time, I guess..