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GPT 5.2 is again so far ahead of everything that its a joke

I was honestly wondering if Claude was going to jump ahead w...
razzle national indirect expression
  01/12/26
how can you tell?
crystalline yarmulke old irish cottage
  01/12/26
I'm just guessing
Impertinent Diverse Dilemma
  01/12/26
...
hairless gunner
  01/12/26
...
razzle national indirect expression
  01/12/26
...
Orange box office
  01/16/26
It's a hilarious/brutal market. There's effectively no lock...
cream adulterous field
  01/12/26
I've used ChatGPT a few times to make scripts for Windows, a...
internet-worthy boyish address ladyboy
  01/12/26
Windows Scripts? You mean PowerShell? I haven't tried that. ...
cream adulterous field
  01/12/26
Powershell and just good old batch files for cmd.
internet-worthy boyish address ladyboy
  01/12/26
i dont believe for a second that it is messing up powershell...
razzle national indirect expression
  01/12/26
...
Impertinent Diverse Dilemma
  01/12/26
Nothing nearly that long. And it has been things like CLI sy...
internet-worthy boyish address ladyboy
  01/12/26
well idk. i dont use powershell I use ubuntu and mac os only...
razzle national indirect expression
  01/12/26
I've also noticed it's lackluster at powershell
Charismatic poppy sex offender temple
  01/16/26
No it's horrible
adventurous fear-inspiring black woman
  01/12/26
One of the things I've found most frustrating is that when y...
internet-worthy boyish address ladyboy
  01/12/26
What are you trying to do and what prompt did you give the b...
cream adulterous field
  01/12/26
I am coding a discord replacement in assembly language B...
adventurous fear-inspiring black woman
  01/12/26
lol yeah no wonder. you are using it to code assembly langua...
razzle national indirect expression
  01/12/26
...
cream adulterous field
  01/12/26
were u possessed by NSAM
Lascivious dark turdskin
  01/12/26
I'm flaming online
adventurous fear-inspiring black woman
  01/12/26
...
obsidian irradiated queen of the night nibblets
  01/12/26
Scripts are coding and it's good also try codex
Impertinent Diverse Dilemma
  01/12/26
(bizarro world where opus 4.5 doesn't exist)
Deranged affirmative action windowlicker
  01/12/26
...
garnet underhanded stage
  01/12/26
its much better than opus 4.5. opus 4.5 just comes up with a...
razzle national indirect expression
  01/12/26
ChatGPT is smarter likexo autist Claude is more polished ...
avocado heaven twinkling uncleanness
  01/12/26
yeah i agree with that
razzle national indirect expression
  01/12/26
...
garnet underhanded stage
  01/12/26
...
Black electric furnace foreskin
  01/12/26
What a Joke
buck-toothed mind-boggling headpube therapy
  01/12/26
...
razzle national indirect expression
  01/12/26
yeah turns out my intuition was correct. even though claude ...
razzle national indirect expression
  01/15/26
With "the best LLM" use case is everything.
Spectacular chrome market
  01/15/26
to me the generalized reasoning capability is the most impor...
razzle national indirect expression
  01/15/26
It changes on a weekly basis lately Opus 4.5 was kicking...
Canary Sweet Tailpipe Locale
  01/15/26
this makes it sound like you think reasoning tasks themselve...
razzle national indirect expression
  01/15/26
I have a multi-model validation process that's a ghetto vers...
Canary Sweet Tailpipe Locale
  01/15/26
You are confusing different output from the same prompt as t...
razzle national indirect expression
  01/15/26
I would say it's more fluid than week to week And I never...
Canary Sweet Tailpipe Locale
  01/15/26
I rike a GRM
Lascivious dark turdskin
  01/16/26


Poast new message in this thread



Reply Favorite

Date: January 12th, 2026 2:22 PM
Author: razzle national indirect expression

I was honestly wondering if Claude was going to jump ahead with 5.1 being kind of lackluster. but then 5.2 made a huge leap ahead of opus. and obviously gemini is still way behind both of those

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583695)



Reply Favorite

Date: January 12th, 2026 2:23 PM
Author: crystalline yarmulke old irish cottage

how can you tell?

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583697)



Reply Favorite

Date: January 12th, 2026 2:24 PM
Author: Impertinent Diverse Dilemma

I'm just guessing

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583701)



Reply Favorite

Date: January 12th, 2026 3:10 PM
Author: hairless gunner



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583849)



Reply Favorite

Date: January 12th, 2026 4:32 PM
Author: razzle national indirect expression



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584035)



Reply Favorite

Date: January 16th, 2026 2:27 AM
Author: Orange box office



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593262)



Reply Favorite

Date: January 12th, 2026 2:27 PM
Author: cream adulterous field

It's a hilarious/brutal market. There's effectively no lock-in, so I just switch between whoever is good right now. Think they're the current winner, I never need to switch bots because it can't do something. In 4 the python became passable, now in 5.2 it's really good. I never bother coding "by hand" any more.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583708)



Reply Favorite

Date: January 12th, 2026 2:31 PM
Author: internet-worthy boyish address ladyboy

I've used ChatGPT a few times to make scripts for Windows, and it always fucks up. Is it better at real coding?

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583728)



Reply Favorite

Date: January 12th, 2026 2:32 PM
Author: cream adulterous field

Windows Scripts? You mean PowerShell? I haven't tried that. It does just fine with python, which isn't surprising. Python is one of the most documented languages on the planet.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583733)



Reply Favorite

Date: January 12th, 2026 2:37 PM
Author: internet-worthy boyish address ladyboy

Powershell and just good old batch files for cmd.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583753)



Reply Favorite

Date: January 12th, 2026 4:42 PM
Author: razzle national indirect expression

i dont believe for a second that it is messing up powershell scripts. maybe a script 3K lines long you glued together to train a model might not work the first go around.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584053)



Reply Favorite

Date: January 12th, 2026 4:58 PM
Author: Impertinent Diverse Dilemma



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584090)



Reply Favorite

Date: January 12th, 2026 6:07 PM
Author: internet-worthy boyish address ladyboy

Nothing nearly that long. And it has been things like CLI syntax errors and mistakes in handling errors.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584273)



Reply Favorite

Date: January 12th, 2026 6:15 PM
Author: razzle national indirect expression

well idk. i dont use powershell I use ubuntu and mac os only. it never fucks up bash and python scripts for me. the older versions used to fuck them up a lot. I haven't seen gpt make a syntax error since like gpt 4.1. maybe once in a while on o3 and o4. but not since it switched to 5.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584292)



Reply Favorite

Date: January 16th, 2026 2:22 AM
Author: Charismatic poppy sex offender temple

I've also noticed it's lackluster at powershell

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593260)



Reply Favorite

Date: January 12th, 2026 2:34 PM
Author: adventurous fear-inspiring black woman

No it's horrible

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583738)



Reply Favorite

Date: January 12th, 2026 2:41 PM
Author: internet-worthy boyish address ladyboy

One of the things I've found most frustrating is that when you're telling it to fix an error (which is annoying enough), it will often change (and break) other things that aren't at issue and were working just fine. It will even do that sometimes when you specifically tell it not to touch anything else.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583773)



Reply Favorite

Date: January 12th, 2026 2:45 PM
Author: cream adulterous field

What are you trying to do and what prompt did you give the bot

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583786)



Reply Favorite

Date: January 12th, 2026 2:55 PM
Author: adventurous fear-inspiring black woman

I am coding a discord replacement in assembly language

But it can't even give the right proxmox commands. It always says pct restart instead of pct reboot for instance, It's bad

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583813)



Reply Favorite

Date: January 12th, 2026 4:34 PM
Author: razzle national indirect expression

lol yeah no wonder. you are using it to code assembly language. its really good at the popular languages. python is probably its best. also you can't always just give it some abstract prompt and expect it to guess the "right" implementation you have in mind. you need to be feeding it real concrete evidence from outputs etc.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584036)



Reply Favorite

Date: January 12th, 2026 5:19 PM
Author: cream adulterous field



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584139)



Reply Favorite

Date: January 12th, 2026 5:20 PM
Author: Lascivious dark turdskin

were u possessed by NSAM

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584143)



Reply Favorite

Date: January 12th, 2026 5:50 PM
Author: adventurous fear-inspiring black woman

I'm flaming online

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584236)



Reply Favorite

Date: January 12th, 2026 6:09 PM
Author: obsidian irradiated queen of the night nibblets



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584278)



Reply Favorite

Date: January 12th, 2026 3:01 PM
Author: Impertinent Diverse Dilemma

Scripts are coding and it's good also try codex

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583832)



Reply Favorite

Date: January 12th, 2026 3:10 PM
Author: Deranged affirmative action windowlicker

(bizarro world where opus 4.5 doesn't exist)

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49583847)



Reply Favorite

Date: January 12th, 2026 4:34 PM
Author: garnet underhanded stage



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584037)



Reply Favorite

Date: January 12th, 2026 4:35 PM
Author: razzle national indirect expression

its much better than opus 4.5. opus 4.5 just comes up with all of this stuff that literally doesn't matter. like give it something thats broken and it will give you 100 edge cases that matter in 1 in a billion situations and tell you to fix them. gpt 5.2 gives you useful stuff every time. opus 4.5 can be ok though if you have gpt 5.2 to keep it in check but still nowhere even close to as good at coding and math as gpt 5.2. also gpt 5.2 is much more conservative about conclusions. opus 4.5 will be super super certain about an answer when its just guessing. the guess might be correct like 1 in 5 times but the times its hallucinating add up. there are probably things opus is better at like writing and business intelligence. but im 100% sure gpt 5.2 is substantially better at coding and math because the gap is big.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584039)



Reply Favorite

Date: January 12th, 2026 4:54 PM
Author: avocado heaven twinkling uncleanness

ChatGPT is smarter likexo autist

Claude is more polished like legally blonde or whatever

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584080)



Reply Favorite

Date: January 12th, 2026 5:46 PM
Author: razzle national indirect expression

yeah i agree with that

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584221)



Reply Favorite

Date: January 12th, 2026 8:03 PM
Author: garnet underhanded stage



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584733)



Reply Favorite

Date: January 12th, 2026 4:43 PM
Author: Black electric furnace foreskin



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584058)



Reply Favorite

Date: January 12th, 2026 5:04 PM
Author: buck-toothed mind-boggling headpube therapy

What a Joke

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584107)



Reply Favorite

Date: January 12th, 2026 5:46 PM
Author: razzle national indirect expression



(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49584223)



Reply Favorite

Date: January 15th, 2026 10:37 PM
Author: razzle national indirect expression

yeah turns out my intuition was correct. even though claude slightly edges out gpt 5.2 on the SWE i think by .8%, GPT scores SIGNIFICANTLY HIGHER on abstract reasoning benchmarks (54.2% vs. 37.6%) for Opus 4.5 making it better at generalizing to solve problems outside its training data. and also Blocker-Severity Vulnerabilities: GPT 5.2 High achieved a best-in-class security posture with only 16 blocker vulnerabilities per million lines of code (MLOC).

Claude Comparison: By contrast, Claude Opus 4.5 Thinking generated 44 blockers per MLOC—nearly 3x as many—while Claude Sonnet 4.5 registered a high of 198 blockers. In deep-reasoning evaluations, GPT 5.2 has demonstrated a significant lead in identifying "blocker-severity" issues:

GPT 5.2: Identified 13 out of 15 critical system-level errors (such as subtle race conditions and complex handler registration bugs).

Claude Opus 4.5: Identified only 5 out of 15 of these same high-level architectural errors, often missing the deeper root causes despite fixing the surface-level bugs.

Also GPT 5.2 scores significantly higher on a newer version of the SWE called SWE pro which is less python centric. 55.6% for 5.2 with 43.3 for Claude.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593063)



Reply Favorite

Date: January 15th, 2026 10:47 PM
Author: Spectacular chrome market

With "the best LLM" use case is everything.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593074)



Reply Favorite

Date: January 15th, 2026 10:50 PM
Author: razzle national indirect expression

to me the generalized reasoning capability is the most important part. in terms of more specific "use case" stuff its just about being clever enough to make the model give you useful outputs and clever ways to cross-check and verify without putting in too much effort

I want an AGI level superhuman general reasoning machine. Not a leading expert in x gay field

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593078)



Reply Favorite

Date: January 15th, 2026 10:55 PM
Author: Canary Sweet Tailpipe Locale

It changes on a weekly basis lately

Opus 4.5 was kicking everyone's ass since December to the point it became personally ranked #1 for the first time ever, but only for a few weeks. Anthropic must be selectively throttling max subs because some days it's noticeably weaker. On Sunday nights it is so much smarter and better at outputs and handling large contexts that it feels like a different AI

Gpt 5.2 needs more conscious prompting to extract the desired output and its responses are dense and less legible; but there is no question that it bitch slaps opus 4.5 on more complicated reasoning tasks as of THIS WEEK

Next week might be a different story

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593089)



Reply Favorite

Date: January 15th, 2026 11:00 PM
Author: razzle national indirect expression

this makes it sound like you think reasoning tasks themselves change in difficulty from week to week, but maybe you just were lazy about what you wrote? The thing that changes is that the next model claude releases could be better than 5.2. I guess what you mean is that Opus 5 might be better than gpt 5.2 which I agree with.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593093)



Reply Favorite

Date: January 15th, 2026 11:13 PM
Author: Canary Sweet Tailpipe Locale

I have a multi-model validation process that's a ghetto version of mainlining's mahchine. It's the same exact prompts that I'm comparing outputs from. There was a brief period that 4.5 still outperformed 5.2 (and Sunday nights)

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593110)



Reply Favorite

Date: January 15th, 2026 11:18 PM
Author: razzle national indirect expression

You are confusing different output from the same prompt as the model changing from week to week. The outputs are not going to be the same every time. Outputs are stochastic. The model itself is the same until they release an update.

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593113)



Reply Favorite

Date: January 15th, 2026 11:42 PM
Author: Canary Sweet Tailpipe Locale

I would say it's more fluid than week to week

And I never said that models change in between releases

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593152)



Reply Favorite

Date: January 16th, 2026 6:58 AM
Author: Lascivious dark turdskin

I rike a GRM

(http://www.autoadmit.com/thread.php?thread_id=5821130&forum_id=2\u0026mark_id=5310822#49593313)