Sam Altman(CEO of OpenAI) got the rudest shock of his life in the form of DeepSeek(Chinese AI LLM model). Just when he thought that his AI LLM-ChatGPT had emerged as the undisputed winner of this AI chatbot race, DeepSeek came out of nowhere and posed a serious challenge. It might be Code Red at the OpenAI headquarters, but the emergence of DeepSeek is a great thing for the overall AI technology space.
However, the real question arises as to whether DeepSeek has trumped ChatGPT from the Numero Uno position of the AI throne. But this question doesn’t have a definite answer as there are a lot of nuances involved in it.
In this insightful blog post, you’ll discover which AI LLM stands out between DeepSeek vs ChatGPT. You’ll also learn which one is currently ahead and why. So, shall we take this AI LLM odyssey and find out who is leading the race? Let’s get started!
What is DeepSeek?
DeepSeek-R1 is the latest AI chatbot that has disrupted the AI race to quite an extent. This AI LLM(large language model) has been made by a Chinese company which has been developing open-source LLMs for many years now.
It utilizes the groundbreaking Mixture-of-Experts(MoE) approach, which utilizes only a small proportion of the billion parameters that it has for a single query. Due to this, the processing speed of this model is quite fast and that too, while being a lot more economical as compared to other LLMs.
The best part about DeepSeek-R1 is that it can handle logical, coding, and mathematical problems easily. Moreover, it uses a lot less computing power as compared to ChatGPT, even when both these LLMs are executing the same type of tasks.
Pros
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Technical Accuracy
DeepSeek can do different types of tasks that involve logical reasoning. Some common examples include solving challenging coding and mathematic problems. This LLM model can solve problems with ease and provide accurate answers to them as well.
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Open Source
The greatest thing that this Chinese startup could have done is to make it open source, and they have done it. This means that the developers can have a look at the code along with modifying it. Furthermore, they can also run this model from their own computing device. So, it’s the ideal LLM model for those who need to feel that they’re in control of things instead of being the other way around.
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Efficient Execution
You would be surprised to know that this model is one of the most cutting-edge and powerful LLM models available right at this moment. To grasp its potential, you need to know that only 37 billion parameters are used out of the total 671 billion parameters available at any given moment. Because of this, the model becomes a lot more responsive, mainly in technical tasks.
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Cost-Effectiveness
Did you know that DeepSeek-R1 was made at the cost of US$5.6 million, which is just a fraction of what OpenAI used to make ChatGPT? In fact, OpenAI has dedicated a billion dollars for developing ChatGPT.
Cons
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API isn’t up to the mark
DeepSeek has an API, but it’s quite basic and doesn’t even stand a chance compared to ChatGPT’s API. Moreover, it doesn’t even have proper documentation for coders along with the necessary support.
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Censorship issues
You need to understand that DeepSeek has been made in a very regulated country like China. That’s the reason why its answers related to geopolitics and other related fields are tilted or biased towards China. This can prove to be an issue for those who need a lot more unbiased answers.
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Minimal conversation opportunities
This model is superb at carrying out most of the technical tasks but isn’t as interactive as that of ChatGPT. It doesn’t have any voice integration and even the chat history of DeepSeek is quite limited.
What is ChatGPT?
ChatGPT is an AI LLM that has been crafted by OpenAI. The most wonderful thing about this is that the responses of this model seem a lot human-like. ChatGPT’s responses are a lot more creative as compared to the responses generated by other AI LLMs.
You would be surprised to know that ChatGPT can even hold casual conversations, write beautiful poems and is even good at providing simple answers.
ChatGPT provides answers to users’ queries that are as per the context of the query that they’ve asked for. That’s what differs it from other AI LLMs.
Pros
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Amazing developer support
OpenAI provides robust documentation and tutorials so that you can learn to use it for maximum results. There is also a dedicated community available, which you can tap into with the help of forums. This will make it a lot easier to integrate ChatGPT into different types of applications.
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Different types of paid plans
ChatGPT is quite an advanced chatbot, and its premium features can only be utilized by purchasing their paid plans. They have different variety of plans available, which you can purchase based on your requirements as a single user or for your company.
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User-centric interface
One common issue that many people face is dealing with the clunky user interface of these chatbots. However, that’s not the case with ChatGPT, as it provides voice mode, image generation and even chat history. OpenAI has even made ChatGPT’s API available to help the ones who feel that it’s challenging to use AI LLMs.
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A huge variety of topics
ChatGPT has a huge amount of data covering almost all aspects of the different subjects available at our disposal. So, that’s the reason ChatGPT can write on any subject. Whether you want to get help for thesis research, your child’s homework, writing a website’s code or a dinner recipe, ChatGPT’s got you covered. This model can even adapt as per the topic you want help with and according to your requirements.
Cons
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This model is not open source
In comparison with DeepSeek, ChatGPT hasn’t made its model open-source. It means that the developers can’t tweak or even run this LLM model on their computers. It significantly lessens the flexibility that they can enjoy by opting for DeepSeek.
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Little focus on the technical stuff
ChatGPT may provide the right type of explanations of the technical concepts, but its responses are too long for a lot of easier technical tasks. That’s why it isn’t as impactful as DeepSeek’s simplistic and minimalist answers.
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Overpriced
Training and maintaining ChatGPT requires a lot of computational power. So, the costs of the company keep mounting up. Furthermore, their overpriced plans are also forcing their users to opt for other AI LLM models like DeepSeek.
Comparison Between DeepSeek and ChatGPT
Let us go through the major parameters and performance metrics of DeepSeek & ChatGPT:-
Parameter | DeepSeek | ChatGPT |
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Conversational Output | Organized & minimal | Creative, conversational, and robust |
API & Personalization | Create a customized API with the help of this open-source model | It can be programmed with a detailed and documented API |
Source Code | Open-weight | It is not at all open-sourced, and the restricted rights are held by OpenAI |
Output | Technically sound in queries related to mathematics and even programming | Can chat in a human-like language along with carrying out several other projects |
Cost of Training | It cost around US$5.6 million, mainly because of purchasing 2000 NVIDIA H800 GPUs | The total costs go into billions of dollars, and the major share of this money went into buying thousands of NVIDIA GV100 GPUs |
Architecture | The architecture includes a Mixture of Experts(MoE) along with restrictive activation | The ChatGPT’s architecture has a lot more complex transformer model |
DeepSeek vs ChatGPT: Detailed Comparison with Prompt Examples
1. Integrating API
Did you know that many enterprises and web developers requires a smooth process to integrate and better the AI outputs? It can be done easily with the help of APIs.
Example of the prompt: “Tell me how I can integrate an API into an application to provide live customer support.”
DeepSeek Result: It provides an outline but it’s a lot more technical even for the programmers. In the result, you will get everything from the endpoint configuration and even the code. However, the response is a lot more AI-like!
ChatGPT Result: It explains the API integration in a step-by-step manner. However, there is a lot of circumstantial information, along with several examples. But, all of these can get overwhelming for those who are starting out in this field.
First Place: ChatGPT might provide assistance to its users, but DeepSeek is far ahead with its quick and concise guides. These guides are proving to be quite helpful for the developers. So, the first place is shared by both DeepSeek and ChatGPT in this round.
2. Crafting Buyer Persona
These AI LLMs are used extensively in several organizations for creating buyer personas. Here’s how each model performs for this task:-
Example of the prompt: “Craft a detailed buyer persona for my quick-service chicken restaurant. List out the demographics, psychographics, and probable behavioural patterns of my target audience consisting of chicken lovers.”
DeepSeek Result: It provides a buyer persona consisting of age, and income level along with the pain points of the audience. The result is a lot more focused on the final output that you would have envisaged all along.
ChatGPT Result: The response of this LLM is quite detailed and it also includes the narrative along with the context around the personality of the audience.
First Place: It might seem that both of these AI models will share the first place in this round. However, marketers may find that ChatGPT is better than DeepSeek because of its detailed and creative output. So, all in all, ChatGPT wins this round by a close margin.
3. Creative Conceptualization
To judge which model will win in the creative conceptualization, you will have to test it on a creative basis. So, judging it based on how good their outputs are for writing a poem or generating creative ideas for social media will be a great idea.
Example of the prompt: “Create ten unique, creative, and out-of-the-box ideas for taking my Indian cafe’s Instagram game to the next level.”
DeepSeek Result: Ten ideas were generated by this model. However, they were not that extensive and were minimal. Some were very simple and didn’t have that much creativity, which was not at all expected.
ChatGPT Result: It provides a huge variety of creative ideas involving the storyline. The best part is that these ideas can be implemented straightaway and are quite inspiring.
First Place: ChatGPT wins this round by a big margin, as the ideas generated by this model were a lot more engaging and detailed.
4. Summarizing Content
Summarizing thousands of words of content into just hundreds of words in a matter of seconds is no small feat. Both of these models can carry out this task with finesse but their approaches differs a lot.
Example of the prompt: “Give me a summary of the article, ‘What So Many People Don’t Get About the U.S. Working Class’ in just 200 words.”
DeepSeek Result: It created a summary of the article which was well-organized and to the point. The most wonderful thing was that it didn’t provide any further details which were not relevant.
ChatGPT Result: The summary created by ChatGPT was a lot more detailed, even providing additional context. It can prove to be a great thing for those individuals who need a detailed summary.
First Place: The ones who need a clear and concise summary will prefer DeepSeek’s output over ChatGPT. So, DeepSeek has won this round.
5. Logical Arguments & Questions
Did you know that logical arguments, along with reasoning and puzzles, require great precision and impeccable execution? Let’s see how both of these models perform while handling such logical tasks.
Example of the prompt: “What has a head and tail but no body?”
DeepSeek Result: Its response was a lot more direct and swift. The answer to the puzzle was a coin and it also added a brief explanation for the same.
ChatGPT Result: ChatGPT provides the same answer, but it also provides different types of examples. They were helpful but weren’t required for a logical question.
First Place: DeepSeek is the clear winner and its answers are a lot faster. Moreover, the answers of this model were a lot more accurate and that’s why, DeepSeek has emerged victorious in this round.
6. Providing Solutions for Mathematics Problems
Solving a mathematical equation requires a lot of steps to be followed. Have a look at how these AI LLMs approach a mathematical problem:
Example of the prompt: “Solve this equation 2(b + 4) – 3 = 9 and provide a detailed breakdown of each step.”
DeepSeek Result: It provides a simple solution by providing a detailed outline for the mathematical equations.
ChatGPT Result: It provides the right answer and along with it, ChatGPT also explains similar types of equations. Honestly, it’s a lot more than what was required.
First Place: In the case of a student who might use AI LLMs for solving such mathematical equations, DeepSeek is a clear winner of this round.
7. Programming Problem-Solving
Programmers are using both of these AI models for writing code. Other types of tasks that they are using these LLMs for are generating code plugins, and debugging as well. So, let’s see which one of these models will win this round.
Example of the prompt: “Build a very basic contact form that sends an email to a predefined address. Focus on PHP form handling and email sending.”
DeepSeek Result: It will provide a quick solution and the complete code for the contact form as well.
ChatGPT Result: ChatGPT will provide a short code sample and will also provide long commentaries regarding it.
First Place: If you’re a developer looking for seamless code, DeepSeek is a clear winner. But, if you need guidance along with the opportunity to make changes, ChatGPT wins by a big margin.
8. Crafting Content
Creating engaging content is one of the most crucial aspects of any brand. Crafting the right type of outlines and final drafts for different types of content pieces is not a small task. DeepSeek & ChatGPT will help generate the content but the real question is which one is better. Let’s find out!
Example of the prompt: “I have to write a blog post regarding the advantages of buying an electronic vehicle over a sedan run by petrol. Give me an outline which has detailed headings, subheadings along with informative sections.”
DeepSeek Result: It will provide a logical outline that is to the point and concise.
ChatGPT Result: The output provides a lot more detailed outline, with an in-depth context. The lengthy result of this LLM will prove to be great for the end users.
First Place: If you want to have well-organized content, DeepSeek wins but for those looking for in-depth content, ChatGPT wins.
Which AI LLM Should You Choose & Why?
When you have to opt for one choice between DeepSeek & ChatGPT, you have to choose based on your requirements. Here’s the breakdown of which tool to use for different user profiles:-
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Privacy-focused users
In case, you’re working in industries that are quite regulated or work with data which is sensitive in nature, you should use ChatGPT. The unwavering adherence of ChatGPT with Western data protection standards will make it a lot safer to use.
Both of these AI LLMs have many privacy features, but ChatGPT is a lot more transparent when it comes to handling stringent privacy regulations. In fact, ChatGPT complies with the privacy regulations on a global level.
So, it’s a lot better than DeepSeek for corporate settings where protecting the company’s data holds a lot of importance.
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Content creators and enterprise workers
Are you someone who’s working for a business in which you have to showcase and explain tabular data to the stakeholders in a boardroom meeting? If yes, then ChatGPT will prove to be the best choice for your specific use case.
The polished language of this LLM, along with its user-focused interface, will make it a lot easier to create reports and even presentations. Coherent outputs for different types of tasks signify that you can rely on them not just for technical tasks but other ones as well.
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Technical users
If you want to utilize the potential of these AI LLMs for programming, data analysis or other technical tasks, DeepSeek should be your first choice. This AI model is an open-source one, which will allow for great personalization and integration into your development work.
The cost-effectiveness of DeepSeek makes it a lot more lucrative option for solopreneurs and even small development teams. But, still, you need to carry out the additional verification steps for a lot more in-depth analysis.
Don’t forget to know about the probable limitations you might face when it comes to politically sensitive content.
Final Verdict: The main thing that you can do is to opt for the AI LLM based on your particular use case. If you want to double down on technical development, DeepSeek should be your first choice. But, if you want to have a holistic tool to handle communication tasks with foolproof privacy, ChatGPT will prove to be a great choice.
FAQs: DeepSeek vs ChatGPT
1. Which one, ChatGPT or DeepSeek, is more cost-effective?
DeepSeek costs very little to train and is much more efficient. So, DeepSeek is a lot more cost-effective as compared to ChatGPT.
2. Will DeepSeek take the lead as compared to ChatGPT?
It’s too early to say that DeepSeek can take over ChatGPT in the AI LLM race. This is a very evolving situation, and who knows, there might be a new player who takes a lead over both of them.
3. Which one is better: DeepSeek or ChatGPT?
The simple answer is that it depends on the end user who is using the LLM model. In the case of technical queries, DeepSeek takes the lead, whereas ChatGPT is the undisputed winner in terms of creative and conversation tasks.
4. Can DeepSeek be run locally?
Of course, DeepSeek can be deployed and modified on a local level. It’s because this model is an open-source one and can be run locally.
5. Is DeepSeek better than ChatGPT at coding?
If the coding outputs of both DeepSeek and ChatGPT are compared, the former will definitely come out on top of the latter. So, DeepSeek is indeed better than ChatGPT at coding.
6. What are the differences between DeepSeek and ChatGPT when it comes to their underlying architecture?
The basic difference between the AI LLMs is pretty stark. DeepSeek utilizes the technology of Mixture of Expert(MoE), whereas ChatGPT uses a lot more complex transformer model for its responses. So, DeepSeek has a lot more leaner and minimal architecture as compared to ChatGPT.
DeepSeek vs ChatGPT: Who is the Winner?
Opting for the right type of AI LLM in between the battle of ChatGPT vs DeepSeek depends on what you’re looking for! DeepSeek can prove to be a great option if you’re looking for a cost-effective option that is open-source. The conversationalist style of this AI LLM, which appears a lot human-like, will definitely entice you. The best part is that DeepSeek has the latest information, which is not the case with ChatGPT.
If you look at ChatGPT, it’s the leading player in the AI race right now and has a huge variety of options available that you can utilize. This AI LLM can help you generate creative content, images, and even code for different purposes.
In case, you’re new to this AI LLM world, both DeepSeek and ChatGPT are great options to try out. So, you should try out both of them and use the one that seems perfect to you based on your requirements.
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