Earlier quoted context omitted.
That's definitely not the case here. The new o3-pro is slow - it took two minutes just to draw me an SVG of a pelican riding a bicycle. o3-preview was much faster than that. https://simonwillison.net/2025/Jun/10/o3-pro/
Not distilled, same model. https://x.com/therealadamg/status/1932534244774957121?s=46&t...
OpenAI o3-pro
41–50 of 209 posts
Re: OpenAI o3-pro
#42The guys in the other thread who said that OpenAI might have quantized o3 and that's how they reduced the price might be right. This o3-pro might be the actual o3-preview from the beginning and the o3 might be just a quantized version. I wish someone benchmarks all of these models to check for drops in quality.
Re: OpenAI o3-pro
#43I'm really hoping GPT5 is a larger jump in metrics than the last several releases we've seen like Claude3.5 - Claude4 or o3-mini-high to o3-pro. Although I will preface that with the fact I've been building agents for about a year now and despite the benchmarks only showing slight improvement, I have seen that each new generation feels actively better at exactly the same tasks I gave the previous generation. It would…
I'm seeing big advances that arent shown in the benchmarks, I can simply build software now that I couldnt build before. The level of complexity that I can manage and deliver is higher.
Re: OpenAI o3-pro
#44I'm really hoping GPT5 is a larger jump in metrics than the last several releases we've seen like Claude3.5 - Claude4 or o3-mini-high to o3-pro. Although I will preface that with the fact I've been building agents for about a year now and despite the benchmarks only showing slight improvement, I have seen that each new generation feels actively better at exactly the same tasks I gave the previous generation. It would…
There was always going to be diminishing returns in these benchmarks. It's by construction. It's mathematically impossible for that not to happen. But it doesn't mean the models are getting better at a slower pace.
Benchmark space is just a proxy for what we care about, but don't confuse it for the actual destination.
If you want, you can choose to look at a different set of benchmarks like ARC-AGI-2 or Epoch and observe greater than linear improvements, and forget that these easier benchmarks exist.
Re: OpenAI o3-pro
#45The guys in the other thread who said that OpenAI might have quantized o3 and that's how they reduced the price might be right. This o3-pro might be the actual o3-preview from the beginning and the o3 might be just a quantized version. I wish someone benchmarks all of these models to check for drops in quality.
Re: OpenAI o3-pro
#46Earlier quoted context omitted.
It is not thinking. It is trying to deceive you. The ”reasoning” it outputs does not have a causal relationship with the end result.
The longer "it" reasons, the more attention sinks are used to come to a "better" final output.
Re: OpenAI o3-pro
#47Earlier quoted context omitted.
it's the same model as o3, just with thinking tokens turned up to the max.
That's simply not true, it's not just "max thinking budget o3" just like o1-pro wasn't "max thinking budget o1". The specifics are unknown, but they might be doing multiple model generations and then somehow picking the best answer each time? Of course that's a gross simplification, but some assume that they do it this way.
Sounds like it is just o3 with higher thinking budget to me
Re: OpenAI o3-pro
#48Earlier quoted context omitted.
I just can’t believe nobody at the company has enough courage to tell their leadership that their naming scheme is completely stupid and insane. Four is greater than three, and so four should be better than three. The point of a name is to describe something so that you don’t confuse your users, not to be cute.
What’s worse is that the app doesn’t even have descriptions. As if I’m supposed to memorize the use case for each based on: GPT-4o o3 o4-mini o4-mini-high GPT-4.5 GPT-4.1 GPT-4.1-mini
Re: OpenAI o3-pro
#49Earlier quoted context omitted.
> That's simply not true, it's not just "max thinking budget o3" > The specifics are unknown, but they might... Hold up. > but some assume that they do it this way. Come on now.
Good luck finding the tweet (I can't) but at least one OpenAI engineer has said that o1-pro was not just 'o1 thinking longer'.
https://x.com/michpokrass/status/1869102222598152627
It says:
> hey aidan, not a miscommunication, they are different products! o1 pro is a different implementation and not just o1 with high reasoning.
Re: OpenAI o3-pro
#50here's a nice user review we published: https://www.latent.space/p/o3-pro sama's highlight[0]: > "The plan o3 gave us was plausible, reasonable; but the plan o3 Pro gave us was specific and rooted enough that it actually changed how we are thinking about our future." I kept nudging the team to go the whole way to just let o3 be their CEO but they didn't bite yet haha 0: https://x.com/sama/status/1932533208366608568
Dangerous incentives IMO.