DeepSeek vs OpenAI: How Are They Stacking Up?

Mehjabi Khan

Author: Mehjabi Khan

Writer

Published

DeepSeek challenges OpenAI with powerful, affordable AI models like R1 Lite, Prover, and Code. Discover how it competes in AI reasoning and coding.

Artificial intelligence is in a constant race, and DeepSeek has emerged as one of the strongest contenders. With a range of AI models designed for chat, coding, reasoning, and mathematical proofs, the Chinese startup is shaking up the AI landscape. Whether it's DeepSeek R1 Lite, DeepSeek Prover, or DeepSeek Code, each of its models is making waves for being efficient, powerful, and—perhaps most notably—affordable.
So, how does DeepSeek compare to OpenAI, and what makes it stand out? Let’s dive in.

DeepSeek vs. OpenAI: What’s the Big Deal?

DeepSeek is gaining attention for delivering OpenAI-level AI performance at a fraction of the cost. The company has released a series of models, including:
  • DeepSeek R1 & R1 Lite – General-purpose AI models comparable to OpenAI’s GPT series.
  • DeepSeek Code – A coding assistant rivaling GitHub Copilot and OpenAI’s Codex.
  • DeepSeek VL – A vision-language model aimed at multimodal AI tasks.
  • DeepSeek Prover (and Prover v1.5) – Focused on formal logic and theorem proving.
  • DeepSeek Chat – An interactive chatbot competing directly with ChatGPT.
The biggest draw? Unlike OpenAI, which charges a premium for access to its models, DeepSeek has made some of its AI models open-source, allowing users to download and run them locally.

DeepSeek vs. OpenAI: Feature Comparison

Feature
DeepSeek
OpenAI
Model Availability
Open-source (for many models)
Proprietary, closed-source
Pricing
Significantly cheaper (some models free)
Expensive (GPT-4 API starts at $20/month)
Performance
Strong in reasoning, coding, and logic
Strong in creative writing, conversation
Best For
Developers, researchers, and cost-conscious users
General users, businesses, and creative tasks
DeepSeek R1 vs GPT-4
Competitive, better cost-efficiency
Generally more powerful but costly
Coding AI
DeepSeek Code & Coder V2 – excellent for devs
OpenAI Codex & GitHub Copilot – industry standard
Mathematical AI
DeepSeek Prover (formal proofs, theorem solving)
No direct equivalent
Multimodal AI
DeepSeek VL (text & image understanding)
GPT-4V, DALL·E 3 (more advanced)
Chatbot
DeepSeek-Chat – strong in logical reasoning
ChatGPT – best for natural conversations
Hardware Efficiency
Works on lower-end GPUs & devices
Requires high-end GPUs for optimal performance
Data Privacy
Local models available, more control
Data stored on OpenAI’s cloud
Regulation & Censorship
Some censorship (due to China’s regulations)
OpenAI follows U.S. safety guidelines
Market Popularity
Growing rapidly, especially in China
Dominant in the U.S. and globally

📌 Fast Facts About DeepSeek

notion image
DeepSeek was founded in 2023 and quickly became a major AI competitor.
DeepSeek R1 was trained on a massive 2 trillion tokens, making it one of the largest open-source models.
DeepSeek’s API costs 20–50x less than OpenAI’s API, making it highly attractive for businesses.
Unlike OpenAI, DeepSeek has open-sourced its AI models, allowing users to run them locally.
DeepSeek Prover is one of the first AI models built specifically for mathematical reasoning.
DeepSeek’s AI models are optimized to run efficiently on lower-end hardware, making AI more accessible.
With these advantages, DeepSeek is proving that you don’t need billions of dollars to build a cutting-edge AI.

DeepSeek R1 Lite: A Low-Cost, High-Performance AI Model

notion image
Among DeepSeek’s lineup, R1 Lite is particularly intriguing. It’s a lightweight version of DeepSeek R1, optimized for efficiency while maintaining strong reasoning capabilities. This makes it ideal for developers, researchers, and businesses looking to deploy AI-powered applications without breaking the bank.

How does DeepSeek R1 Lite compare to OpenAI?

  • Cost: DeepSeek R1 Lite is significantly cheaper than OpenAI’s models, making it attractive for budget-conscious users.
  • Open-Source: Unlike OpenAI’s proprietary approach, DeepSeek R1 Lite is open-source, meaning anyone can use and modify it.
  • Performance: It may not match GPT-4 in creative writing, but it excels in logic-based reasoning, coding, and mathematical problem-solving.
Who should use DeepSeek R1 Lite?
  • Developers needing a local AI model for projects.
  • Businesses looking for cost-effective AI solutions.
  • Researchers exploring AI reasoning and efficiency.

💰 Cost: DeepSeek vs. OpenAI – A Huge Price Gap

One of DeepSeek’s biggest advantages is cost. While OpenAI has powerful models, they’re expensive, making them inaccessible for small businesses and developers.
Here’s how the pricing compares for API usage:
Model
Cost per Million Tokens
DeepSeek R1
$0.14
OpenAI GPT-4 Turbo
$7.50
OpenAI GPT-4
$30.00+
That’s 50x cheaper than OpenAI! This huge price difference is why many developers and businesses are switching to DeepSeek.

DeepSeek Code: A Serious Rival to OpenAI’s Codex & GitHub Copilot

DeepSeek isn’t just competing in general AI; it’s also making a strong push in coding assistance. DeepSeek Code and DeepSeek Coder V2 are designed to help developers write, debug, and optimize code.

How does it compare to OpenAI’s Codex?

  • Accuracy: DeepSeek Code performs exceptionally well in Python, Java, and C++, sometimes even surpassing OpenAI’s models in solving complex coding problems.
  • Efficiency: It runs smoothly on lower-end hardware compared to OpenAI’s models.
  • Accessibility: While OpenAI has restricted Codex usage, DeepSeek’s coding model is more open and accessible.
If you’re a developer looking for an alternative to Copilot, DeepSeek Code might be worth exploring.

DeepSeek VL: The Multimodal AI for Image & Text

Multimodal AI—models that understand both images and text—are the future, and DeepSeek is not staying behind. DeepSeek VL is its answer to OpenAI’s DALL·E and Gemini’s multimodal capabilities.
While details on DeepSeek VL are still emerging, early tests suggest that it performs well on image-to-text and text-to-image generation tasks, though not quite at the level of OpenAI’s most advanced models.

DeepSeek Prover: AI for Mathematical Proofs and Logic

If you thought AI was just for chatbots and art, think again. DeepSeek Prover (and Prover v1.5) is a specialized model focused on mathematical reasoning and theorem proving.

Why does this matter?

  • It can assist in formal logic, mathematics, and academic research.
  • It’s useful for scientists, engineers, and mathematicians.
  • OpenAI doesn’t have a direct equivalent—DeepSeek is carving out its own niche here.
For anyone in academia or technical fields, DeepSeek Prover might be a game-changer.

DeepSeek-Chat: The ChatGPT Alternative

At the core of DeepSeek’s AI strategy is DeepSeek-Chat, a chatbot designed to rival OpenAI’s ChatGPT. While it doesn’t quite match GPT-4 in creativity, it offers solid logical reasoning, better affordability, and open-source flexibility.

Pros of DeepSeek-Chat vs. ChatGPT

Lower cost (or even free for some versions).
Open-source, meaning more control over your data.
Better for structured logic and problem-solving.
Weaker at creative writing compared to ChatGPT.
If you need a powerful chatbot for reasoning-based tasks, DeepSeek-Chat is a strong contender.

🤔 Should You Switch to DeepSeek?

If you’re an AI developer, researcher, or business owner, DeepSeek is worth considering. Here’s a breakdown:

✅ Use DeepSeek if you:

✔ Need an affordable alternative to OpenAI.
✔ Prefer open-source AI that you can modify.
✔ Want an AI that’s better at logic, reasoning, and coding.
✔ Need local deployment to protect sensitive data.

❌ Stick with OpenAI if you:

❌ Need the best creative writing AI.
❌ Want a chatbot that excels in casual conversation.
❌ Prefer a fully cloud-based AI solution.

Starfield DeepSeeker Spacesuit: Wait, What?

If you searched for "DeepSeek" and found something about a DeepSeeker Spacesuit from Starfield, you’re not alone. While it shares the same name, this is completely unrelated to DeepSeek AI—it’s actually an in-game spacesuit in Bethesda’s sci-fi RPG Starfield.
So, if you were looking for AI models and found yourself in outer space, now you know why!

Final Verdict: Is DeepSeek the Future of AI?

DeepSeek isn’t just another AI company—it’s a serious challenger to OpenAI, especially for users who want affordable, open-source, and efficient AI solutions.
DeepSeek R1 Lite – A cost-effective general AI model.
DeepSeek Code & Coder V2 – Excellent for developers and programmers.
DeepSeek Prover – A specialized AI for mathematics and logic.
DeepSeek VL – A multimodal model competing with OpenAI’s offerings.
DeepSeek-Chat – A solid alternative to ChatGPT with strong reasoning skills.
While OpenAI still leads in some areas, DeepSeek’s focus on affordability and open-source accessibility makes it an attractive alternative for many users.
As AI evolves, competition like this will push the industry forward, making AI cheaper, more accessible, and more powerful for everyone.

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