Musings on Models
- mlakas1
- Mar 25, 2025
- 2 min read

I've been wrestling with a stubborn PDF issue. Naturally, I fired up #ChatGPT and immediately stumbled into a puzzling predicament and the genesis of this article...
Technically, my question was coding-adjacent, but didn't actually involve writing any code. I'm left wondering did I pick the right ChatGPT model? Should I change to something tailored more specifically to my not-quite-coding-but-sort-of-coding problem?
And thus, this article was born: #OpenAI, we need to talk about your messaging problem. Even for seasoned tech veterans, choosing between models feels like picking wine at a restaurant—I usually end up nodding politely and pretending I understand the difference.
On my $20-a-month "not-moneybags" plan, here are my options:
o1 - Advanced reasoning (but apparently not fast?)
o3-mini - Fast advanced reasoning (as opposed to slow advanced reasoning?)
o3-mini-high - Great at coding and logic (but is it also fast?)
o4 - Great for questions (wait, aren’t they all great for questions?)
o4-mini - Fast for most questions (but which ones aren't covered?)
4 (Legacy Model) - Old faithful?
o4.5 - Good for creative writing and exploring ideas (so, basically every other model, too?)
Magic super 'research' button
Honestly, would "fast advanced reasoning" (o3-mini) not always trump "advanced reasoning" (o1)? Is o4 inherently better than o3 because, well, numbers? And what the hell is the mysterious research button? Is this some kind of riddle?
I do not like your models, Sam (Altman). I cannot tell just where I am!
OpenAI, hear my plea. Make your choices clear to me!
Rumor has it that ChatGPT 5 will unify all these models under one mighty AI to rule them all. Its success, no doubt, hinges upon the sinew that binds these confusing sub-models together.
Will it truly become the GPT to rule them all? Time will tell.
(And don't even get me started on Google's Gemini last I checked; it offered approximately 13 flavors of confusion. Oh Google, what are we going to do with you?)
Editor's note: The draft name of this article was "Models-a-Popp'in".



Comments