I Tried GPT 5.2 and This is How It Went..

That is the second replace to OpenAI’s flagship mannequin in only a month. The GPT-5.1 launch landed within the latter half of November and already confirmed robust enhancements in coding and complicated reasoning duties. Now, with GPT-5.2, OpenAI claims one other step ahead. This time the main focus is broader. The mannequin is positioned as higher at creating spreadsheets, constructing shows, writing production-ready code, understanding pictures, dealing with very lengthy contexts, utilizing instruments reliably, and executing advanced, multi-step initiatives finish to finish.

That could be a huge promise.

So as an alternative of repeating the announcement, this text appears at what really modified, how GPT-5.2 compares to earlier variations, and the place it genuinely feels extra succesful in actual workflows.

What’s GPT 5.2?

GPT-5.2 is OpenAI’s most succesful general-purpose mannequin sequence to this point. It’s designed for skilled data work moderately than informal chat. The objective isn’t just to reply questions, however to finish duties that often require a number of instruments, repeated prompting, or handbook stitching of outputs.

In comparison with GPT-5.1, GPT-5.2 places extra emphasis on reliability and execution. It handles longer inputs, retains monitor of constraints throughout many steps, and produces extra structured outputs. Feels much less like a wise autocomplete and extra like a system that may take possession of a job from begin to end.

GPT 5.2 Fashions

GPT 5.2 vs GPT 5.1

• Data work: It now handles actual skilled duties like shows, spreadsheets, and planning paperwork at close to human-expert high quality.
• Coding: Code era is extra dependable, with stronger debugging, cleaner refactoring, and noticeably higher front-end and UI output.
• Lengthy-context reasoning: It could comply with intent and directions throughout large inputs as much as 256k tokens with out shedding monitor of earlier particulars.
• Imaginative and prescient understanding: Charts, dashboards, and UI screenshots are interpreted way more precisely, with a pointy drop in visible errors.
• Instrument use and brokers: Lengthy, multi-step workflows run easily, with constant instrument calling and much fewer breakdowns in actual duties.

Also Learn: Gemini 3 vs GPT 5.1: Which is Higher?

Let’s Attempt GPT 5.2

On this part, I’m going to place the mannequin on take a look at throughout totally different sorts of duties and inform you the way it carried out.

Activity 1: Picture Evaluation

Each time a brand new mannequin releases, I check it out for the next job. And until now solely Gemini 3 was capable of Resolve the issue successfully. Let’s see how GPT 5.2 does on this:

Immediate:

What number of fingers are there within the given picture? 

Output:

GPT-5.2 clearly did not interpret the picture appropriately. It misidentified the variety of fingers, displaying that visible counting stays a weak spot. I noticed the identical challenge earlier with GPT-5.1 as properly. Regardless of enhancements in different areas, exact picture understanding nonetheless wants work.

Activity 2: Summarize SRTs

To check the context window and comprehension of GPT 5.2, I gave it all of the SRTs of a course on Constructing reviewer agent. After that, I requested it to do some evaluation and picture era for me. Let’s see the way it went:

Immediate:

Undergo the course SRTs and do the next job:
– Which instruments are coated within the course
– What are the highest 7 key takeaways from this course.
– Who ought to take into account enrolling on this course.
– One of many SRT has the overview of all the agent constructing course of. Give me a diagram explaining the identical.

GPT-5.2 dealt with the massive context properly and answered the analytical questions precisely. It appropriately recognized the instruments coated, extracted clear takeaways, and summarized who the course is greatest fitted to. Nonetheless, the picture era fell quick. The diagram lacked readability and construction, particularly on condition that the SRTs already contained an in depth overview of the agent-building course of. The visible output may have been way more exact and informative.

Pricing of GPT 5.2

• GPT-5.2 is offered throughout ChatGPT and the OpenAI API.
• GPT-5.2 Pondering is accessible through each Chat Completions and the Responses API. GPT-5.2 Professional is offered by the Responses API and helps larger reasoning effort for advanced duties.
• Whereas GPT-5.2 is priced larger per token than GPT-5.1, its improved reasoning and effectivity usually cut back the full variety of tokens wanted to succeed in a high-quality outcome. For a lot of workflows, this makes it cost-competitive regardless of the upper headline pricing.

Security and Belief

GPT-5.2 builds on OpenAI’s current security framework with measurable enhancements. It produces fewer hallucinations, exhibits higher conduct in delicate domains, and handles advanced directions extra predictably.

For skilled customers, this interprets to fewer silent failures and extra constant outputs. Human overview nonetheless issues, particularly for high-stakes choices, however GPT-5.2 reduces the friction and uncertainty that always slowed down earlier fashions.

Also Learn: Information to OpenAI API Fashions and Easy methods to Use Them

Conclusion

GPT-5.2 feels much less like a function improve and extra like a shift in how succesful a single mannequin might be. The beneficial properties in reasoning depth, coding reliability, imaginative and prescient understanding, long-context dealing with, and power use add as much as one thing significant.

For anybody utilizing AI for severe work, GPT-5.2 strikes nearer to being a dependable collaborator moderately than only a useful assistant. It isn’t excellent, however the path is obvious. AI programs are beginning to take duty for full duties, not simply components of them.

When you have already tried GPT-5.2, I’d like to know the way it compares to GPT-5.1 in your workflows.