Is the New o1 Model Better than GPT-4o?

It’s December – the world is slowing down, and snow is falling in some corners. However OpenAI? They’re simply getting began. In true festive spirit, Sam Altman and his group are kicking off a 12-day reward spree, and the primary one is a giant deal: OpenAI o1 – their most succesful mannequin but. For months, GPT-4 has been the go-to LLM for every part, however now, o1 is right here to shake issues up. What does it convey to the desk? On this weblog, we’ll put OpenAI’s o1 and GPT-4o in opposition to one another for a number of duties and see which mannequin comes out because the winner. Let’s start.

OpenAI o1- What’s New?

OpenAI’s newest o1 mannequin is a refined model of its o1-preview mannequin which was launched in September 2024. It’s designed to deal with extra advanced duties with larger precision and velocity.

• When in comparison with its predecessor o1-preview, o1 demonstrates a outstanding means to suppose extra concisely for easier issues. Its pondering time is proportionate to the problem degree of the question.
• Based on OpenAI, o1 outperforms its predecessor, o1-Preview considerably in mathematical reasoning, and coding-related duties.
• o1 has multimodal capabilities which suggests it could actually work with textual content, photos, and audio whereas o1 preview was solely restricted to textual content.

Study Extra: OpenAI o1 is Out: The Most Superior Mannequin is Out there to USE!

The way to entry o1?

o1 is offered in ChatGPT Plus and ChatGPT Professional plan. It’s not obtainable within the free plan. Whereas the ChatGPT Professional plan permits limitless chats with o1, the Plus plan solely permits a restricted variety of chats with o1. To entry o1:

• Head to ChatGPT and login into your Professional/Plus account.
• On the high, on the left-hand aspect of the display, beneath the mannequin selection, you’ll be able to choose the mannequin that you simply want to work with.

o1 vs. GPT-4o: The Showdown

Even with the o1 preview making noise in the previous couple of months, GPT-4o has held its floor because the best choice for each technical and non-technical customers of ChatGPT. Launched in Could 2024, GPT-4o is a refined multimodal mannequin celebrated for its precision, velocity, and flexibility.

It seamlessly processes textual content, photos, and audio with human-like response occasions and state-of-the-art accuracy. Excelling in advanced reasoning and nuanced understanding, it boasts a formidable 88.7% rating on MMLU benchmarks, setting a excessive customary for multimodal AI.

Now o1 is stealing the highlight with its distinctive efficiency in arithmetic, coding, and complicated problem-solving. It’s a daring declare to the highest, however does o1 actually outperform GPT-4o as the final word mannequin?

To seek out out, we’re placing each to the take a look at with 5 difficult duties. Listed below are the 5 duties:

1. Understanding the issue and designing a movement chart
2. Picture evaluation with science
3. Picture evaluation with arithmetic
4. Resolve a Sudoku puzzle
5. Picture technology

Let’s see which LLM emerges because the undisputed champion!

Problem 1: Perceive the Drawback and Design a Stream Chart

Immediate: “I would like a easy movement diagram and an in depth rationalization of the instruments and applied sciences required to implement a sentiment evaluation system.

The system ought to fetch stock-related information utilizing a Information API, analyze the sentiment (optimistic, unfavourable, or impartial), and ship a 140-character abstract and the sentiment to prospects.”

Outcome:

With GPT-4o we bought a conceptual description of the movement diagram together with a obscure picture representing a movement diagram. Despite the fact that the textual content description showcases the steps exactly and precisely, the diagram is filled with spelling errors and a complicated movement of occasions.

With o1 we bought a easy but clear flowchart with no spelling errors. Then within the textual content description, we bought the main points concerning every a part of the flowchart – defined effectively. We bought some extra info on different instruments and applied sciences we might use for the duty. Lastly, we bought a concise abstract explaining every step briefly – an entire end-to-end reply!

Verdict: For this process – o1 struck the ball proper out of the park.

Problem 2: Picture Evaluation with Science

Immediate: “Calculate the output of this circuit diagram.”

(reference)

Outcome:

GPT-4o identifies the circuit diagram appropriately and it appropriately identifies some elements of the picture together with the enter and output voltage. Nevertheless, it fails to learn the graph throughout the picture to achieve insights into the voltage values. Slightly, in its response, it prompts us for these values for additional calculation.

o1, takes a few seconds to research the picture. It appropriately identifies all of the elements and likewise reads the values for every element from the picture. The mannequin describes the operation carried out throughout the circuit. It then calculates the important thing parameters of the circuit, takes under consideration even the small load components, and experiences it. A grasp stroke by o1! Not solely did it perceive the duty, however it additionally learn all of the values from the graphs throughout the picture to calculate the output values- appropriate & concise!

Verdict: Clearly, o1 is a grasp at Physics!

Problem 3: Picture Evaluation with Arithmetic

Immediate: “What’s the win likelihood for every group on this sport?”

Outcome:

Generated by GPT-4o

Generated by o1

GPT-4o did perceive the sport appropriately however it couldn’t appropriately perceive the format that was being performed. It did learn different particulars within the picture appropriately just like the rating and the wickets taken by the bowler. But total its evaluation wasn’t detailed and it didn’t give us the win likelihood for any group.

o1, understood the duty, and it did an amazing job analyzing the picture. From appropriately figuring out the sport, and the format in addition to particulars concerning the group that’s fielding and concerning the tea break as effectively. Lastly, it does a implausible job calculating the win likelihood for every group giving nice causes to assist its reply.

Verdict: o1 does the job and does it effectively!

Problem 4: Resolve a Sudoku Puzzle

Immediate: “Resolve the next Sudoku and provides the ultimate answer as a picture.”

Outcome:

Generated by o1

GPT-4o generates the reply as a Matplotlib chart immediately. The response was fast but incorrect.

o1 alternatively takes a while to consider the answer. It fastidiously places dots within the locations of blanks after which it tries a number of iterations, explains the placements, then it additionally identifies the error in every of its options however ultimately, the ultimate end result it generates, nonetheless isn’t the suitable answer. Its response was delayed, effectively thought out, but incorrect!

Verdict: So for this process, each GPT-4o and o1 failed to offer the suitable answer, which was:

Problem 5: Picture Era

Immediate: “Create a picture of a canine operating near the seashore”

Outcome:

GPT-4o is fast to generate the picture of a cheerful canine leaping across the seashore. Doing the duty as we requested rapidly and effectively. Oh and what a cute canine!

o1 for now can’t generate photos. Therefore, it simply gives us with an in depth immediate that we are able to use to generate a picture utilizing an AI picture generator. Not linked with DALL.E but it appears!

Verdict: For this problem, GPT-4o stands unbeaten.

Conclusion

o1 is undoubtedly outshining GPT-4o in most situations. With its improved reasoning and logical pondering capabilities, it excels at understanding advanced queries and producing extra related, exact responses. It’s sooner than the o1 preview model and notably extra concise in its solutions.

However is it excellent? Is it AGI? Actually not. Like several mannequin, o1 has its limitations. It might generate incorrect responses and will require a number of iterations to reach on the desired final result.

That stated, o1 is a outstanding instrument for researchers, scientists, designers, and even college students. Its distinctive problem-solving expertise, eager consideration to element, and superior voice options make it a robust useful resource. Whether or not it’s tackling advanced duties or aiding with inventive workflows, o1 holds immense potential to reinforce productiveness and innovation.

Continuously Requested Questions