O3 vs. GPT-5: Why Sticking to Older AI is a Mistake
Z
Zack Saadioui
8/13/2025
Thinking of Sticking with O3 over GPT-5? Here's What You Need to Know.
Hey everyone, let's talk about AI. It feels like every week there's a new model, a new update, or a new feature that's supposed to change everything. The latest big news is GPT-5, the shiny new thing from OpenAI. With all the hype, it's easy to feel a little overwhelmed. If you're not a developer, a data scientist, or a full-time AI power user, you might be wondering if you really need all the latest bells & whistles.
It’s a totally fair question. Sometimes, newer and more powerful tech can be more complicated to use. It’s like when they add a million new settings to your favorite app & all you want to do is the one simple thing you’ve always done. So, the idea of sticking with something familiar & seemingly simpler, like the older O3 model, instead of jumping to the super-advanced GPT-5, makes a lot of sense on the surface. You might be thinking, "I'm just using it for emails & brainstorming, do I really need the AI equivalent of a supercomputer?"
Honestly, it's a thought I've had myself. But as I've dug into it, the story of O3 vs. GPT-5 is a little different than you might expect. It turns out, this isn't really a classic case of a simple tool versus a complex one. The reality is a bit more interesting, & it has some pretty big implications for how we'll all be using AI from now on. So, let's get into it & break down what's really going on.
The Big Shift: What GPT-5 Actually Is
Here's the first thing you need to know: the choice between O3 & GPT-5 isn't really a choice anymore. OpenAI is in the process of phasing out the older models like O3 & GPT-4o. GPT-5 is now the new default model for all ChatGPT users, from the free tier to the pro subscribers.
But this isn't just a simple replacement. It's a fundamental change in how ChatGPT works. Before, you might have seen a dropdown menu where you could pick between different models, like GPT-4o for speed or another for more power. That's gone now. Instead, GPT-5 is a single, unified system.
What does that mean for you? Well, it's pretty cool, actually. GPT-5 has a "real-time router" that automatically decides how much "thinking" to do based on your prompt. If you ask it something simple, like "What's the capital of Australia?", it will use a faster, more lightweight mode to give you a quick answer. If you give it a more complex task, like "Write me a business plan for a dog-walking service, including marketing strategies & a three-year financial projection," it will automatically switch to a deeper, more powerful thinking mode to give you a more thorough response.
So, the whole idea of having to choose the "right" model for the job is gone. The system does it for you. This is a HUGE deal for non-power users. You don't have to understand the technical differences between the models or worry about whether you're using the "best" one. You just type in your request, & the AI figures out the rest. It's designed to be a more seamless & user-friendly experience for everyone.
Why Simpler Isn't Always Better: The Hidden Costs of an Older Model
Even if you could still choose O3, there are some pretty compelling reasons why you'd want to go with GPT-5, especially if you're not an expert.
1. Accuracy & Fewer "Hallucinations"
Let's be real, one of the most frustrating things about AI is when it just makes stuff up. These "hallucinations" can be a real problem, especially if you're relying on the AI for factual information. The good news is that GPT-5 has the lowest hallucination rate of any OpenAI model to date. In their internal testing, only 2.1% of GPT-5's responses had factual errors, compared to 4.8% for O3. That's a pretty big improvement, & it means you can trust the answers you get a lot more. For a non-power user who might not have the time or expertise to double-check everything the AI says, this is a massive quality-of-life improvement.
2. It's Just... Smarter
Beyond just being more accurate, GPT-5 is significantly more capable across the board. The technical benchmarks are pretty clear on this. Whether it's math, coding, or reasoning, GPT-5 outperforms O3 by a wide margin.
Math & Science: On competition-level math problems, GPT-5 scores higher than O3. It also does better on graduate-level science questions.
Coding: GPT-5 is much better at fixing software bugs & writing clean, functional code.
Multimodal Reasoning: GPT-5 is also better at understanding images & videos than O3.
Now, you might be thinking, "I'm not a mathematician or a coder, so why do I care?" The thing is, this underlying intelligence translates to better performance on everyday tasks. A model that's better at reasoning will be better at summarizing a long article for you. A model that's better at understanding nuance will be better at helping you craft a tricky email. A model that's more capable overall is just more useful, no matter what you're using it for.
3. More Efficient, Faster Results
Here's a surprising one: even though GPT-5 is more powerful, it's also more efficient. It can often achieve a better result while using fewer "tokens" (the pieces of data that AI models process). For you, this means faster response times for simple queries & more thorough answers for a similar amount of processing power. It's like getting a more fuel-efficient car that also has a more powerful engine. It's just a better-engineered system.
The "Power User" Myth
I think there's a misconception that a tool with "pro" features is automatically more difficult to use for simple tasks. In the case of GPT-5, that's just not true. The features that make it a beast for developers & researchers—the advanced reasoning, the coding capabilities, the scientific knowledge—don't get in your way if you're just asking it to write a poem or plan a vacation.
Instead, that underlying power is what makes the simple tasks work so well. It's like having a world-class chef in your kitchen. Even if you just ask for a grilled cheese sandwich, you're probably going to get a REALLY good grilled cheese sandwich. The same principle applies here. The massive power of GPT-5 is what allows it to be so effortlessly helpful for the small stuff.
Making AI Work for Your Business, No PhD Required
This idea of making powerful AI more accessible is a really exciting trend. It's not just about massive, general-purpose models like GPT-5. We're also seeing the rise of platforms that let you use AI for specific business needs without having to be a tech wizard.
This is where tools like Arsturn come into the picture. Let's say you run a small e-commerce website. You're getting a lot of the same questions from customers over & over: "Where's my order?", "What's your return policy?", "Do you ship to Canada?". You could spend all day answering these emails, or you could use AI to handle it for you.
But you're not an AI developer. You don't know how to build a chatbot from scratch. That's where a no-code platform like Arsturn is a game-changer. It lets you build a custom AI chatbot that's trained on your own business data. You can upload your FAQ page, your product descriptions, & your shipping policies, & in a few minutes, you have a chatbot that can provide instant, accurate answers to your customers 24/7.
This is the future of business AI, in my opinion. It's not about every business owner becoming a power user of massive, complex models. It's about having accessible tools that take the power of AI & apply it to specific, real-world problems. A platform like Arsturn helps you build meaningful connections with your audience through personalized chatbots, freeing you up to focus on the parts of your business that really need your attention. It’s a perfect example of how the best AI tools aren’t the ones with the most features, but the ones that solve your problems in the simplest way possible.
So, What's the Verdict?
Look, the instinct to be wary of new, hyped-up tech is a healthy one. Sometimes, the tried-&-true older version is the way to go. But when it comes to O3 vs. GPT-5, that's just not the case.
O3 is being phased out for a reason. GPT-5 isn't just a more powerful model for the pros; it's a better, more reliable, & more user-friendly model for EVERYONE. The seamless, automatic switching between thinking modes removes the complexity for non-power users, & the improvements in accuracy & efficiency make it a more helpful tool for everyday tasks.
So, if you've been wondering whether you should be worried about this transition, you can relax. You don't need to be a power user to get the benefits of GPT-5. In fact, in a lot of ways, the new system is designed specifically with you in mind.
Hope this was helpful! Let me know what you think.