Part 1. Overview of DeepSeek and Claude
First, let's review some basic information about these two tools and their main features.
DeepSeek
DeepSeek was developed by a Chinese AI lab and first appeared in 2023. The R1 model, launched in January 2025, received worldwide attention. Its flagship models, such as the DeepSeek R1 and V3, use a Mixture-of-Experts (MoE) architecture, which excels at coding, mathematical reasoning, and data analysis tasks.
DeepSeek is known for its cost-effectiveness and technical prowess. API fees start at $0.14 per million input tokens, which is very attractive to developers and businesses looking for a budget-friendly solution. However, the model lacks fine-grained language generation.
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READ MORE >Claude
Anthropic created Claude. The first model was released in 2023. In 2024, Claude 3 family appeared, known as Haiku, Sonnet, and Opus. It excels in natural language processing, creative writing, and factual accuracy.
Claude is an AI model that emphasizes safety and ethics. Therefore, users will usually get accurate answers based on facts. In addition, it has a real-time search function to access the latest news, which is beneficial for both content creators and marketers. However, it may not be a good choice for coding-intensive tasks because of its higher costs and weaker technical focus.
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READ MORE >Part 2. DeepSeek vs Claude: A Detailed Comprehensive
Now, let's compare DeepSeek and Claide in terms of performance, reasoning, coding, writing, and price.
Performance
DeepSeek and Claude are both impressive, but they have different strengths. The details are in the table below.
| Metric | DeepSeek | Claude |
|---|---|---|
| DROP Test (Reading) | 91.6% | Not specified |
| MMLU-Redux (General) | 89.1% | Not specified |
| MATH-500 | 90.2% | 96.2% (extended), 82.2% (reg) |
| Visual Reasoning | Not specified | 75% |
| Instruction Following | Not specified | 93.2% |
In short, DeepSeek is better at cognitive tasks, while Claude excels at comprehensive reasoning with advanced features.
Reasoning
Reasoning skills are key to solving complex problems. DeepSeek-R1 is very good at mathematical and step-by-step reasoning. It provides a clear process, which ensures accuracy for tasks that require logical progression. Claude’s extended thinking mode can break down topics clearly, but the hybrid reasoning is limited to Pro users.
Coding
As for DeepSeek vs Claude for coding, the former excels in competitive scenarios, and the latter is reliable in real-world tasks.
DeepSeek is better than other models for first-attentive code generation. It excels in competitive programming and supports multiple languages. In addition, DeepSeek can edit and fix code.
According to Reddit feedback, Claude is praised for recalling large codebases. Compared to DeepSeek, it can generate perfect Tetris code more quickly.
Writing
DeepSeek and Claude are very different when it comes to writing. Deepseek specializes in detailed and in-depth technical content, while Claude excels in creative writing.
DeepSeek can provide comprehensive information even without a web search, making it ideal for technical content. Claude provides creative writing based on real-time searches, and it is often described as the "most human" AI on Reddit. However, it is less in-depth for certain topics.
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READ MORE >Price
Price can be a deciding factor when making a choice. Check to learn the details.
- DeepSeek offers free website usage and model downloads. The API costs $0.14 per million input tokens and $0.55 per million output tokens, which is 15 times cheaper than Claude.
- Claude offers a free version. However, the advanced features, such as hybrid inference reasoning, are available with a Pro subscription, which is $20 per month. The API costs $3 per million input tokens and $15 per million output.
Part 3. The Pros and Cons of DeepSeek and Claude
Understanding the pros and cons of the tool is also important when making a choice. Check to learn the details.
DeepSeek
Pros
- Excels in coding, mathematical reasoning, and SEO technical tasks.
- It allows developers to tailor the model to specific needs because of its open-source nature.
- API's pricing is significantly lower, which is ideal for budget-conscious users.
Cons
- Difficulty in expressing human-like content.
- It requires advanced knowledge to deploy and optimize.
Claude
Pros
- Good at natural language processing and creative writing.
- It has an intuitive interface and is suitable for people without technical skills.
- Focus on facts and ethics to reduce the risk of harmful or biased outputs.
Cons
- Subscription fees and API pricing are expensive.
- Poor performance in coding and math tasks.
Conclusion
That’s all about DeepSeek vs Claude. As you can see, both AI tools are very powerful and have outstanding points. You can choose one that suits your needs.
- If you want a cost-effective AI tool that specializes in coding, data analysis, and solving math problems, DeepSeek is the way to go.
- If you want creative, high-quality article content, like real-time searching, and are on a budget, then Claude won't let you down.
It's better to choose after trying it out. Test both and see which fits your 2025 strategy!
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