From GPT‑3.5 to GPT‑5: The Evolution of ChatGPT’s AI Models

OpenAI CEO Sam Altman (on phone screen) speaks with the ChatGPT logo in the background – his company is gearing up to launch GPT-5, the next major AI model.

ChatGPT has rapidly transformed from a novel experiment into a daily assistant for millions of users. In late 2022, the original ChatGPT (powered by the GPT-3.5 model) dazzled users with its ability to write human-like prose and answer questions, becoming one of the fastest-growing apps ever[1]. Since then, OpenAI has rolled out successive generations of the AI engine behind ChatGPT – from GPT-3.5 to GPT-4, and now the highly anticipated GPT-5. Each model brought its own strengths and ideal use cases. In this post, we’ll explore these different ChatGPT models (from GPT-3.5 onward), what each is best used for in everyday life and higher education settings, and what we officially know about the upcoming GPT-5.

GPT-3.5: ChatGPT’s First Everyday Assistant

GPT-3.5 was the powerhouse behind the original ChatGPT release, and it remains the model that comes with the free version of ChatGPT. Think of GPT-3.5 as a reliable bicycle – not the fastest vehicle on the road, but dependable for your daily errands[2]. It’s a fast, lightweight model that works well for casual, everyday tasks. For example, GPT-3.5 can effortlessly help you jot down ideas, draft short emails, compose social media posts, or answer common questions in seconds[3]. Many higher-ed administrators and professionals also use GPT-3.5 for quick tasks like summarizing a brief memo, brainstorming event ideas, or generating a simple FAQ for students, since it provides instant results without much overhead.

Best uses for GPT-3.5:

  • Brainstorms and lists: Generating ideas or outlines (e.g. brainstorming event plans or making to-do lists) comes naturally to GPT-3.5[4].
  • Quick replies and drafts: Writing a short email, an announcement, or an informal note can be done in a pinch. It’s great for rough drafts of everyday communication.
  • Casual Q&A and tutoring: For straightforward questions (“What’s the definition of X?”) or simple explanations, GPT-3.5 provides answers fast. Students might use it like a personal tutor for clarifying concepts, and administrators can use it to get quick answers to general institutional questions.

While GPT-3.5 is speedy and convenient, it does have limitations. It’s not the best choice for complex or precision-demanding tasks. In other words, you might want to skip GPT-3.5 if your query requires deep reasoning, strict factual accuracy, or a lengthy structured output[5]. For instance, writing a detailed policy document, performing complicated data analysis, or generating very long reports may be beyond its comfort zone. GPT-3.5 sometimes loses context in very long conversations and may produce incorrect or simplistic answers when faced with highly technical or nuanced questions. In those cases, upgrading to a more advanced model is wise – and that’s where GPT-4 comes in.

GPT-4: A Leap Forward for Complex Tasks

OpenAI’s GPT-4 model, introduced in March 2023, marked a huge leap in capability over its predecessor[6]. If GPT-3.5 is a bicycle, GPT-4 is more like a high-end electric car – far more powerful, feature-rich, and suited for longer, more demanding journeys. GPT-4 is currently the most advanced general model offered by OpenAI for ChatGPT (until GPT-5 arrives). It’s known for being significantly more reliable, creative, and better at handling nuanced instructions than GPT-3.5[7]. In practical terms, this means GPT-4 can produce higher-quality responses for complex or specialized tasks.

One dramatic example of GPT-4’s prowess is its performance on academic and professional exams. While GPT-3.5 could only manage around the bottom 10% of test-takers on a simulated bar exam (a rigorous law exam), GPT-4 scored around the top 10% – a near human-level performance[6]. This jump illustrated how much more knowledge and reasoning GPT-4 can apply. GPT-4 quickly became the new “model to beat” in the AI world, showing that AI could outperform humans in many tasks that require reasoning and knowledge[8].

What GPT-4 is best used for:

  • Complex writing and reports: GPT-4 excels at producing well-structured, longer-form content. Higher ed administrators have found it helpful for drafting policy documents, detailed reports, or grant proposals, where a thorough and polished text is needed. It can also format content clearly and follow intricate instructions for tone or style[9].
  • In-depth reasoning and problem-solving: Thanks to its advanced intelligence, GPT-4 handles logic puzzles, complex analysis, or multi-step problems much better than GPT-3.5. For example, it can analyze data or case studies, assist in solving tough math or science questions, or debug and write code with greater accuracy. In everyday use, if you have a challenging question (like a tough legal or medical query), GPT-4 is more likely to give a coherent, well-reasoned answer.
  • Professional and academic support: Many users consider GPT-4 their go-to assistant for work or study. It’s ideal for tasks like creating training materials, composing research summaries, or even generating curriculum content. It can also handle multiple languages and even interpret images in certain implementations, making it extremely versatile for educational purposes[10][9]. In short, if quality and accuracy are a priority, GPT-4 is worth the slightly slower response and higher cost – it has become a “go-to model for daily work if quality and versatility are priorities”[11].

It’s important to note that GPT-4’s improvements came from extensive training and a bigger computational setup. OpenAI spent months fine-tuning GPT-4 with feedback from users and testers to make it more factual and better-behaved[10]. The result is that GPT-4 is far more dependable on challenging tasks and less likely to go off track in its responses. In higher education administration, this reliability is key – for instance, when summarizing sensitive policy or providing guidance to students, GPT-4’s answers are generally more trustworthy and nuanced. Users have embraced GPT-4 for scenarios where “good enough” isn’t enough, and a higher level of understanding is required.

GPT-5: The Next Generation on the Horizon

The AI community is now buzzing with anticipation for GPT-5, the next major model in the ChatGPT family. As of August 2025, GPT-5 is about to be released – OpenAI has teased an imminent launch, and signs suggest it will be unveiled any day now[12]. Naturally, everyone wants to know: How will GPT-5 differ from past models, and what will it be best at? While the full details won’t be clear until OpenAI’s official announcement, some officially confirmed information and early insights have emerged.

First, early testers who have worked with GPT-5 (under non-disclosure agreements) report that it continues to improve on tough challenges. They’ve been impressed with GPT-5’s ability to write code and solve complex science and math problems, noting clear progress in those areas[13]. In practical terms, this could make GPT-5 an incredible tool for tasks like advanced data analysis, engineering problems, or generating complex software – even more so than GPT-4. A university IT department, for example, might use GPT-5 to help develop scripts or analyze network data with greater accuracy, and science educators could use it to explain or explore complicated equations and concepts.

However, these insiders also caution that the leap from GPT-4 to GPT-5 may not feel as dramatic as the leap from 3.5 to 4[13]. GPT-4 was an unusually big jump, so expectations for another giant increase in capability have been tempered. In other words, GPT-5 is certainly an upgrade – just not a quantum leap in every dimension. It might be more of a refinement and expansion of GPT-4’s strengths. This means GPT-5 is expected to be better, but also building on the solid foundation of GPT-4 rather than completely redefining what ChatGPT can do. For everyday users, that likely translates to more accurate answers, fewer mistakes, and slightly faster or longer responses, rather than an entirely new experience.

One notable technical improvement that has been confirmed by OpenAI’s leadership is the use of “test-time compute.” In simple terms, test-time compute means GPT-5 can allocate extra computing power dynamically, whenever it faces a particularly hard problem[14]. This is like an AI model “thinking longer or harder” on tough questions. Sam Altman (OpenAI’s CEO) explained that GPT-5 will combine its large underlying model with this test-time compute approach[14]. For users, this could be a game-changer in certain use cases: if you ask GPT-5 to perform an involved task like verifying a complex mathematical proof or making a detailed strategic plan, it can tap into more processing resources on the fly to improve its reasoning. Essentially, GPT-5 might be better at really hard, step-by-step reasoning tasks that earlier models sometimes got wrong, since it can devote more “brainpower” to those questions when needed[14]. This feature is officially confirmed and distinguishes GPT-5’s design from GPT-4’s – it’s a sign of how AI models are not just growing in size, but also getting smarter about how they use their power for challenging queries.

Beyond specific features, what truly sets GPT-5 apart is the tremendous level of anticipation and excitement surrounding it. Ever since GPT-4 astonished users with its capabilities, there has been “an enormous amount of anticipation over GPT-5” in the tech community[15]. Many believe GPT-5 will become the new go-to model for virtually all advanced AI needs moving forward. Industry experts are already speculating about the new applications it could unlock. According to one venture capital investor, the hope is that GPT-5 will enable AI applications that go “beyond chat” – potentially even handling autonomous multi-step tasks** rather than just responding to individual prompts[15]. In higher education administration, this hints at futuristic possibilities: imagine an AI that could not only answer a student’s question, but also proactively perform tasks like assembling customized orientation schedules, managing routine paperwork, or monitoring and reporting on student progress without constant prompts. While those use cases may still be experimental, the fact that GPT-5 is being discussed in this light shows how much more capability people expect from it.

It’s also telling that OpenAI themselves have been building hype for GPT-5’s release. The company teased a special livestream announcement with the clue “LIVE5TREAM,” strongly suggesting a GPT-5 launch[16]. Sam Altman even shared a sneak peek screenshot labeled “ChatGPT 5” on social media, signaling that internal testing was well underway[12]. Officially, OpenAI hasn’t published detailed specs of GPT-5 as of yet – they tend to reveal model details at launch – but the public comments confirm that GPT-5 is real, tested, and nearly here. OpenAI’s head of research posted that he’s “excited to see how the public receives GPT-5,” implying a wide rollout is expected[12]. The company also indicated that a bunch of new models and features are coming, with GPT-5 being the centerpiece[17]. In short, we’re on the cusp of a new era for ChatGPT.

ChatGPT 5

What we anticipate GPT-5 will be ideal for:

  • Advanced problem-solving and coding: As noted, GPT-5 seems particularly strong in coding and complex STEM tasks[13]. This could make it the tool of choice for software developers debugging tricky code or for researchers analyzing complex scientific data. It’s likely to handle academic problems (e.g. difficult homework or research questions) with greater accuracy, benefiting both students and educators who use it as a teaching aid.
  • Autonomous task execution: While prior models stick to answering the user’s prompt, GPT-5 is expected (or at least hoped) to move closer to acting like a virtual assistant that can carry out sequences of actions. For example, in an administrative context, one might eventually use GPT-5 to not just draft an email, but to send follow-up emails, update schedules, or perform data entry as part of a larger workflow (with permission) – truly assisting with tedious multi-step tasks. This concept of autonomy is speculative but backed by industry hopes that GPT-5 will enable “fully autonomous task execution” beyond just chat[15].
  • General-purpose excellence: Above all, if GPT-5 fulfills expectations, it will likely become the default recommendation for anyone who needs the best AI assistance available. Just as GPT-4 became the go-to for high-stakes queries, GPT-5 may take that crown. We can expect it to at least match GPT-4 in areas like creative writing and language understanding, while pushing the envelope further in reliability. Many users anticipate using GPT-5 for everything from everyday questions to critical projects, essentially making it the new standard that sets the bar for others. In fact, Microsoft and other partners have reportedly been preparing their infrastructure to deploy GPT-5 due to the expected demand[18] – a sign that this model could be serving a huge number of people soon after its debut.

As we await the official GPT-5 release, it’s clear that the evolution from GPT-3.5 to GPT-4 to GPT-5 has been rapid and remarkable. Each iteration of ChatGPT’s underlying model has broadened what AI can do for users. GPT-3.5 made AI conversation accessible to everyone for everyday tasks. GPT-4 brought a new level of depth, allowing AI to perform on par with experts in many domains. Now GPT-5 is poised to become the next go-to model, with refinements and new capabilities that could further integrate AI into both our daily routines and professional workflows. The official confirmed details suggest a model that builds on GPT-4’s success with added problem-solving power and smarter use of computing resources. And the enthusiastic anticipation from the public and experts alike[15] shows just how integral ChatGPT and its models have become in a few short years.

In summary, each ChatGPT model from GPT-3.5 onward has its niche: GPT-3.5 for quick, simple tasks; GPT-4 for complex and high-precision tasks; and GPT-5 promising to elevate AI assistance to new heights. Higher education administrators, students, and everyday users all stand to benefit in different ways from these advancements – whether it’s handling routine emails and questions more efficiently or tackling big challenges with a powerful AI partner. With GPT-5 on the horizon, we are about to see yet another step in AI’s evolution, one that many hope will make ChatGPT an even more invaluable tool in our lives[15]. Stay tuned as the story of GPT-5 unfolds, because if history is any guide, we’re in for an exciting new chapter in what AI can do for us all.

Sources:

  • OpenAI, “GPT-4 Technical Report and Announcement,” 2023 [10][7].
  • Hudu AI Blog, “Which ChatGPT Model Should You Use in 2025?” Aug. 5, 2025 [4][5][11].
  • Reuters, “OpenAI’s long-awaited GPT-5 model nears release,” Aug. 6, 2025 [6][13][15][14].
  • The Verge, “OpenAI teases GPT-5 launch event,” Aug. 6, 2025 [12].

[1] [6] [8] [13] [14] [15] OpenAI’s long-awaited GPT-5 model nears release | Reuters

https://www.reuters.com/business/retail-consumer/openais-long-awaited-gpt-5-model-nears-release-2025-08-06

[2] [3] [4] [5] [9] [11] Choosing the Right ChatGPT Model | Blog

https://hudu.com/blog/choosing-the-right-chatgpt-model

[7] [10] GPT-4 | OpenAI

https://openai.com/index/gpt-4-research

[12] [16] [18] OpenAI teases GPT-5 launch event this Thursday | The Verge

https://www.theverge.com/news/720114/openai-gpt-5-launch-event-tease

[17] The wait’s almost over – OpenAI sets an August 7 livestream, and we’re expecting GPT-5 | TechRadar

https://www.techradar.com/ai-platforms-assistants/chatgpt/the-waits-almost-over-openai-sets-an-august-7-livestream-and-were-expecting-gpt-5

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