DeepSeek Assessment: Is It Higher Than ChatGPT? You Resolve

Have you ever ever discovered your self speaking to an AI prefer it’s your therapist? Simply me?

I’ll admit, I’ve used ChatGPT for extra than simply answering questions. Typically, it’s my go-to for venting about life’s little frustrations (however let’s maintain that between us).

Once I want research-backed solutions, I flip to Perplexity. It has a knack for pulling collectively stable info from throughout the online.

So once I heard about DeepSeek, I used to be naturally intrigued. Might this be the following huge factor in AI?

If you happen to haven’t heard of DeepSeek but, right here’s a enjoyable reality: On January 27, 2025, its app skyrocketed to turn into probably the most downloaded free app on Apple’s App Retailer within the U.S. That sort of meteoric rise doesn’t occur daily. DeepSeek is making waves, and I needed to see if it lived as much as the hype.

DeepSeek is an AI firm that develops open-source giant language fashions (LLMs), positioning itself as an economical and high-performance various to extra established rivals like ChatGPT. Its fashions, together with DeepSeek-V3 and DeepSeek-R1, are designed for duties like technical query answering, code technology, and problem-solving.

Nevertheless, as with all AI, it’s not with out its drawbacks: occasional technical hiccups, stricter content material filters, and potential knowledge privateness issues.

On this DeepSeek overview, I will focus on the professionals and cons, what it’s, who it is best for, and its key options. Then, I will present you the way I used DeepSeek’s core functionalities (DeepThink-R1, internet search, and doc evaluation). I will end the article by evaluating DeepSeek with my high three alternate options (ChatGPT, Perplexity, and Chatsonic).

So, is DeepSeek the AI assistant you’ve been ready for? Or does it fall wanting the competitors? Let’s dive in and discover every thing it has to supply.

Verdict

What’s DeepSeek?

DeepSeek is a Chinese language synthetic intelligence firm based in 2023 by Liang Wenfeng in Hangzhou, China. It develops open-source giant language fashions (LLMs) and has gained vital consideration for its AI chatbot that rivals established rivals like ChatGPT.

The corporate emerged from Liang Wenfeng’s hedge fund, Excessive-Flyer. It was based with a transparent mission: to develop highly effective language fashions that compete with paid alternate options whereas staying accessible to the broader AI group.

Its AI fashions (significantly DeepSeek-V3) can carry out duties equivalent to answering questions, fixing logic issues, and writing laptop packages at a degree akin to main AI programs. DeepSeek’s founder acquired a big stockpile of Nvidia A100 chips earlier than U.S. export restrictions, giving the corporate a aggressive edge.

On January 27, 2025, DeepSeek’s app turned the most downloaded free app on Apple’s App Retailer in america, inflicting vital disruption within the tech inventory market. DeepSeek has additionally made its AI chatbot open-source, permitting free entry to its code to be used, modification, and viewing.

Overview of Out there Fashions

DeepSeek has developed a number of important fashions, together with DeepSeek V3 and DeepSeek R1.

DeepSeek V3 is their large-scale mannequin with 671 billion parameters, able to dealing with a variety of duties together with complicated coding and common reasoning.

In the meantime, DeepSeek R1 is constructed on high of V3 and is particularly designed for superior reasoning. It exhibits considerably higher efficiency in areas like mathematical reasoning and code technology.

Moreover, DeepSeek has launched smaller fashions just like the DeepSeek Janus-Professional-7B (a multimodal mannequin with 7 billion parameters), that’s able to understanding and producing photographs. The DeepSeek Coder and DeepSeek-Coder-V2 are specialised fashions for coding duties, with the V2 model having 236 billion parameters.

Technological Options & Architectural Improvements

DeepSeek V3 (the corporate’s newest mannequin) incorporates a number of superior architectural improvements:

1. Combination of Consultants (MoE) Structure: DeepSeek V3 makes use of an MoE framework that prompts particular parameters primarily based on enter, boosting effectivity with out shedding efficiency.
2. Multi-Head Latent Consideration (MLA): This improves velocity, reduces reminiscence use, and handles longer sequences higher.
3. DeepSeekMoE: This method balances workload throughout specialists, bettering efficiency.
4. Load Balancing Technique: DeepSeek V3 makes use of a brand new load balancing technique, bettering efficiency with out trade-offs in knowledgeable activation.
5. Multi-Token Prediction (MTP): DeepSeek V3 predicts a number of tokens directly to spice up effectivity.
6. Reminiscence Optimization: The mannequin trains with out tensor parallelism, making GPU coaching extra environment friendly and cost-effective.
7. Prolonged Context Size: DeepSeek V3 can deal with as much as 128,000 tokens, making it higher at processing lengthy paperwork.

These improvements have allowed DeepSeek to attain aggressive efficiency with considerably decrease computational sources and prices in comparison with different main AI fashions.

Who’s DeepSeek Finest For?

DeepSeek is probably the most helpful for the next varieties of individuals:

• Advertising and marketing companies can use DeepSeek to investigate client habits in area of interest markets, craft focused campaigns, and personalize messaging whereas staying forward of {industry} traits.
• Small companies can use DeepSeek to entry skilled insights at a decrease price. This successfully replaces costly consultancy providers for a aggressive edge.
• Trade professionals can use DeepSeek to get tailor-made insights in specialised fields like healthcare, finance, authorized providers, and scientific analysis.
• Builders and researchers can use DeepSeek as an open-source mannequin to change and customise AI for his or her initiatives.
• Price-conscious customers can use DeepSeek’s decrease API pricing to save lots of on AI growth and enterprise operations.

• Corporations needing focused AI can use DeepSeek to construct exact, industry-specific purposes.

DeepSeek Key Options

Listed here are DeepSeek’s key options you need to be conscious of.

Mannequin Variety

DeepSeek has developed a complete suite of huge language fashions that showcase exceptional versatility. Their flagship mannequin (DeepSeek-V3) boasts a powerful 671 billion parameters and may deal with context home windows as much as 128,000 tokens, making it exceptionally highly effective for complicated reasoning and communication duties.

Listed here are DeepSeek’s fashions:

• DeepSeek Coder (November 2023)
• DeepSeek LLM (December 2023)
• DeepSeek-V2 (Could 2024)
• DeepSeek-Coder-V2 (July 2024)
• DeepSeek-V3 (December 2024)
• DeepSeek-R1 (January 2025)
• Janus-Professional-7B (January 2025)

These fashions are designed for varied duties, together with coding, general-purpose use, and superior reasoning.

Architectural Innovation

DeepSeek has pioneered a sophisticated Combination of Consultants (MoE) structure that dramatically improves computational effectivity. They use exact knowledgeable segmentation and shared isolation to enhance specialization and cut back redundancy.

Complementing this, DeepSeek developed DualPipe, a complicated communication accelerator for environment friendly pipeline parallelism. DualPipe overlaps ahead and backward computation, reduces latency, and optimizes knowledge motion throughout GPUs by making a digital Information Processing Unit to effectively alternate knowledge between all GPUs.

This mix of MoE structure and DualPipe permits DeepSeek to optimize knowledge stream between GPUs for sooner and extra inexpensive mannequin coaching. For instance, their DeepSeek V3 mannequin (with 671 billion parameters) was skilled on 2,048 Nvidia H800 GPUs in about two months for 10X increased effectivity than some {industry} leaders.

Coaching Excellence

DeepSeek’s coaching excels with superior reinforcement studying strategies. They developed a rule-based reward system with two key parts: accuracy rewards and format rewards, which outperform conventional neural reward fashions. This strategy permits their AI to be taught extra nuanced and exact reasoning capabilities.

For instance, their R1 mannequin demonstrated exceptional enhancements in mathematical reasoning, growing move@1 scores on AIME 2024 from 15.6% to 71.0%. The corporate used a coaching course of with reinforcement studying. This methodology enabled the mannequin to make use of a self-verification approach as a part of its reasoning course of.

The result’s a coaching strategy that not solely enhances computational studying but in addition creates AI fashions able to extra refined and dependable reasoning throughout complicated duties.

Financial Effectivity

DeepSeek has achieved aggressive AI efficiency with notable price effectivity in comparison with some Western fashions.

Whereas preliminary studies of growing DeepSeek-V3 for simply $6 million had been deceptive, the corporate has demonstrated vital financial benefits. The $6 million determine represents solely the ultimate coaching prices, with whole growth bills estimated between $100 million to $1 billion yearly.

Regardless of increased general prices, DeepSeek’s strategy stays economically environment friendly. Their API pricing is considerably decrease than rivals like OpenAI, providing potential price financial savings for builders and companies.

This pricing technique, mixed with its open-source strategy and aggressive mannequin efficiency, positions DeepSeek as a doubtlessly disruptive drive within the world AI know-how panorama.

Specialised Capabilities

The corporate has not simply created generalist fashions but in addition developed specialised options like DeepSeek Coder and Janus-Professional-7B.

DeepSeek Coder is a collection of programming-focused language fashions skilled on 2 trillion tokens, with 87% code and 13% pure language in English and Chinese language. Out there in sizes starting from 1B to 33B parameters, these fashions ship state-of-the-art efficiency on programming benchmarks and help project-level code completion.

Janus-Professional-7B represents DeepSeek’s breakthrough in understanding and producing photographs. Launched in January 2025, this mannequin achieves 80% accuracy on the GenEval benchmark, surpassing rivals like DALL-E 3 and Steady Diffusion. Constructed on DeepSeek-LLM-7B, Janus-Professional-7B makes use of a 72-million-image dataset.

These focused fashions excel in particular domains equivalent to programming and picture technology, showcasing DeepSeek’s modern strategy to specialised AI options.

Accessibility Philosophy

Dedicated to democratizing AI know-how, DeepSeek releases a lot of its fashions with open-source or partially open-source licenses. This permits researchers, builders, and corporations worldwide to entry cutting-edge AI capabilities at considerably decreased prices.

DeepSeek has embraced open-source strategies that foster collaborative innovation, providing fashions like DeepSeek Coder, DeepSeek-V3, and DeepSeek-R1 with accessible licensing. Their pricing technique dramatically lowers entry limitations, with DeepSeek-R1 priced at simply $0.55 per million enter tokens, in comparison with OpenAI’s o1 mannequin at $15 per million tokens.

DeepSeek brings specialists collectively and presents inexpensive AI instruments, rushing up innovation and increasing world entry. This represents a major step towards democratizing synthetic intelligence, breaking down conventional limitations of price, complexity, and computing energy.

Learn how to Use DeepSeek

This is how I used all of DeepSeek’s functionalities to reply my queries and remedy my issues:

1. Choose Begin Now
2. Create an Account
3. Ask DeepSeek a Query
4. Use the DeepThink-R1 Mannequin
5. Use DeepSeek to Search the Net
6. Give DeepSeek a Doc to Analyze

Step 1: Choose Begin Now

I began by going to deepseek.com and hitting “Begin Now” totally free entry to DeepSeek-V3.

Step 2: Create an Account

After creating an account, I used to be impressed by how clear the interface was. It regarded so much like ChatGPT!

Taking a better have a look at the message subject itself, there have been a few issues I seen that I may do:

• Activate DeepSeek-R1 to resolve reasoning issues
• Search the online
• Add paperwork and pictures

Step 3: Ask DeepSeek a Query

I needed to strive these totally different functionalities and examine them to one another, starting by asking DeepSeek an attention-grabbing query: “What are some unconventional methods to measure time with out utilizing clocks or calendars?”

I typed this into the message subject (with out turning DeepThink or Search on) and hit ship.

Just a few seconds later, DeepSeek generated a response that adequately answered my query!

Step 4: Use the DeepThink-R1 Mannequin

Subsequent, I needed to strive the DeepThink-R1 mannequin. This mannequin is designed for superior reasoning and problem-solving. It is nice for finishing extra complicated duties, like logic puzzles and mathematical challenges.

I made a decision to check its capabilities by asking it a reasoning drawback and seeing how effectively it may break down and remedy it: “If you happen to had an infinite provide of 3-liter and 5-liter jugs, how would you measure precisely 4 liters of water?”

Just a few seconds later, DeepSeek shared the considering course of behind the way it approached fixing the issue in each conversational tone of voice, which I discovered very insightful.

It additionally offered two strategies for fixing the issue! I used to be impressed.

Step 5: Use DeepSeek to Search the Net

Subsequent, I needed to make use of DeepSeek’s internet search performance. I examined this by asking it the next query: “What are the most recent breakthroughs in AI-driven medical diagnostics this 12 months?”

Just a few seconds later generated a response to my question.

I despatched the question a few instances and, sadly, DeepSeek failed attributable to technical points. Nevertheless, this might simply be attributable to excessive demand overwhelming the servers.

Regardless, I appreciated that DeepSeek nonetheless answered the query to the very best of its potential. Nevertheless, the knowledge it offered was outdated by two years.

Step 6: Give DeepSeek a Doc to Analyze

Final however not least, I needed to present DeepSeek a picture to investigate.

I did this by importing a PDF doc of Zhuangzi’s “Butterfly Dream” and offering the question: “Analyze this excerpt from Zhuangzi’s ‘Butterfly Dream’ and focus on its implications on the character of actuality and self-identity.”

Just a few seconds later, DeepSeek offered me with an in-depth have a look at the important thing themes and philosophical implications of Zhuangzi’s “Butterfly Dream,” which I discovered very insightful!

Total, my expertise with DeepSeek was largely optimistic. Its performance felt easy and intuitive, particularly when utilizing the DeepThink-R1 mannequin and analyzing paperwork.

Whereas I did encounter just a few technical hiccups, I used to be impressed by how deeply it analyzed issues and offered considerate responses.

High 3 DeepSeek Options

Listed here are the very best DeepSeek alternate options you may wish to strive.

ChatGPT

 

Perplexity

The subsequent DeepSeek various I’d suggest is Perplexity. In addition to ChatGPT, it is one other LLM I am an enormous fan of for doing analysis. It appears like having a analysis assistant who not solely finds info however organizes and refines it primarily based on what I want.

Whereas DeepSeek focuses on AI reasoning, coding, and problem-solving, Perplexity excels at AI-powered search, summarization, and analysis. Each platforms are sturdy in several areas: DeepSeek is nice for logic-heavy duties and technical challenges, whereas Perplexity is best for locating and organizing info.

Perplexity excels at AI-driven search, pulling info from reside web sources to supply up-to-date outcomes. In the meantime, DeepSeek focuses on superior reasoning and specialised duties utilizing its refined mannequin. These fashions are often up to date however do not carry out real-time internet searches.

DeepSeek stands out with its open-source fashions, like DeepSeek-R1 which permits builders to customise AI for particular wants. In the meantime, Perplexity presents a user-friendly analysis software that feels extra like a sophisticated search engine.

For an AI that helps you remedy complicated issues, generate code, and work on logic-based duties, select DeepSeek. For an AI that enhances analysis, summarizes content material, and supplies up-to-date solutions, Perplexity is a good selection!

Chatsonic

The ultimate DeepSeek various I’d suggest is Chatsonic. What I really like about Chatsonic is the way it simplifies advertising duties with its all-in-one AI workspace and built-in optimization instruments.

Whereas DeepSeek has proven aggressive efficiency in particular areas like mathematical reasoning, Chatsonic stands out for its seamless advertising integrations and content material creation instruments.

On the one hand, DeepSeek is an open-source powerhouse. It excels in logic, math, and coding duties, making it a stable selection for technical customers who want correct problem-solving. The API entry and free mannequin availability additionally present flexibility for builders and researchers.

However, Chatsonic is constructed for entrepreneurs, writers, and content material strategists. It integrates with Ahrefs, Google Search Console, and WordPress, making real-time knowledge retrieval and marketing campaign administration easy. Not like DeepSeek, which focuses extra on computation however can be utilized for content material creation and evaluation, Chatsonic prioritizes branding, automated workflows, and multi-model AI choice for inventive initiatives.

For a sophisticated AI mannequin for problem-solving, coding, and analysis, DeepSeek is a good selection. But when your focus is content material creation, advertising, and automation, select Chatsonic!

DeepSeek Assessment: The Proper Device For You?

After testing DeepSeek’s functionalities (DeepThink-R1, internet search, and doc evaluation), I used to be significantly impressed with its potential to resolve reasoning issues and generate considerate, structured responses. Nevertheless, some technical points made the expertise really feel barely inconsistent.

Regardless, DeepSeek confirmed sturdy potential, particularly in dealing with complicated queries with depth and readability. Its intuitive interface and logical reasoning capabilities actually stood out to me. Regardless of the occasional glitches, it stays a promising software for analysis and evaluation!

If you happen to want a strong, cost-efficient AI for coding and technical duties, DeepSeek is a stable selection. However for those who’re on the lookout for the very best DeepSeek alternate options, I might contemplate these choices:

• ChatGPT is finest for common AI conversations, content material creation, brainstorming, and coding. It presents a extra pure, interactive expertise with a excessive diploma of reliability.
• Perplexity is finest for analysis and fact-based responses. Its AI-powered search engine delivers up-to-date, cited info that is nice for tutorial or enterprise analysis.
• Chatsonic is finest for AI-powered picture technology, real-time internet search, and voice interactions. It is a sturdy choice for digital entrepreneurs, content material creators, and companies searching for an AI with multimedia capabilities.

Thanks for studying my DeepSeek overview! I hope you discovered it useful.

Attempt DeepSeek’s core functionalities totally free and see the way you prefer it!

Steadily Requested Questions

Can DeepSeek be trusted?

DeepSeek’s AI capabilities are spectacular, however there are vital privateness and safety issues attributable to its knowledge storage practices in China. There are additionally potential vulnerabilities to misinformation. Whereas the mannequin exhibits promise in areas like math and coding, strategy it with warning given its susceptibility to producing dangerous content material and the dearth of transparency round knowledge dealing with.

How is DeepSeek totally different from ChatGPT?

DeepSeek excels in technical precision, specializing in reasoning-heavy duties like coding, math, and structured problem-solving. In the meantime, ChatGPT presents a extra versatile and conversational expertise fitted to inventive writing, brainstorming, and informal discussions. DeepSeek additionally makes use of a self-reinforced studying mannequin with out human supervision, making it cheaper and environment friendly. It additionally presents options like limitless prompts and the flexibility to run on native machines.

What’s DeepSeek used for?

DeepSeek is an AI growth agency that creates open-source giant language fashions (LLMs) for varied duties. These LLMs are significantly sturdy in formal reasoning, coding, and problem-solving. DeepSeek presents a number of providers together with a internet interface, cellular software, and API entry.

Is DeepSeek free?

Sure, DeepSeek presents a totally free tier with full entry to its core performance. Which means anybody can use the DeepSeek-V3 and R1 fashions with out restrictions! Not like many AI providers that restrict free utilization, DeepSeek supplies limitless entry to its chatbot and fashions with out requiring a bank card or imposing each day question limits.

Who’s the proprietor of DeepSeek?

DeepSeek is owned by Excessive-Flyer, a Chinese language hedge fund. It was based by Liang Wenfeng, a 40-year-old entrepreneur who graduated from Zhejiang College. Liang Wenfeng serves because the CEO of DeepSeek and beforehand co-founded Excessive-Flyer, a quantitative funding administration agency that now manages a reported $8 billion in belongings

Why is the Nvidia inventory falling attributable to DeepSeek?

Nvidia’s inventory plummeted 17% on January 27, 2025, attributable to DeepSeek’s announcement of an economical AI mannequin that achieves comparable efficiency to Western fashions at considerably decrease price. This growth raised issues about future demand for Nvidia’s high-performance AI chips, that are core to its enterprise. It additionally sparked fears of elevated competitors within the world synthetic intelligence area.

Is DeepSeek R1 free?

DeepSeek R1 presents each free and paid tiers, with pricing as little as $0.14 per million enter tokens and $0.28 per million output tokens. Whereas not fully free, DeepSeek R1 supplies a really inexpensive choice in comparison with different AI fashions, with some platforms providing restricted free utilization or low-cost entry.