Deepseek
Accelerate complex reasoning and code generation with Deepseek's powerful, locally-executable open-source AI model.
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Deepseek
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DeepSeek is an open-source AI reasoning model that excels in multi-step thinking and problem-solving tasks. Popular among developers and data scientists, it specializes in coding, mathematical calculations, and complex reasoning challenges.

The model demonstrates its problem-solving approach through chain-of-thought reasoning, providing step-by-step explanations. DeepSeek can be run locally for enhanced privacy and features unique capabilities like generating and executing code, making it particularly valuable for enterprise applications and educational purposes.

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Key features
Shows reasoning process before providing the answer.
Runs HTML code directly within the platform.
Combines supervised fine-tuning and reinforcement learning (RL).
Toksta's take

Deepseek's R1 model is an impressive open-source AI, showcasing exceptional reasoning. Its multi-step thinking and problem-solving, transparent "chain of thought" process, and direct HTML code execution are genuinely useful for developers needing to streamline coding and testing, or for businesses handling complex reasoning tasks at a reduced cost. The ability to run R1 locally is a major plus for privacy-conscious users, even though enterprise-level concerns could arise from China-based servers.

By contrast, Deepseek falls short of competitors. The interface limitations, especially around visuals, and the lack of features like custom GPTs, might deter some. Server overload is also a potential concern. Despite its impressive capabilities, privacy and feature limitations warrant consideration. Proceed cautiously if robust data security and a polished user experience are paramount.

Deepseek
 Reddit Review
  3  threads analyzed    45  comments    Updated  Aug 07, 2025
Positive Sentiment

What Users Love

Common Concerns

  • Cost-effectiveness: Users consistently highlight Deepseek's low cost, describing it as "cheap," "bargain," and "15x less than sonnet."
  • High Performance/Intelligence (especially for coding): Many users are "astonished" by its capabilities, particularly for programming tasks. It's described as "Rock solid," "absolutely amazing," and "on par with the top-tier paid models."
  • Speed: Users found it performed tasks "very quickly."
  • Accessibility: The availability of a free version (Deepseek:R1) and its presence on platforms like OpenRouter makes it accessible to a broader user base.
  • Potential to replace other models: Some users found it good enough to cancel subscriptions to other popular models like ChatGPT Plus.
  • Token Consumption: For detailed coding tasks, Deepseek can be "heavy on tokens," leading to higher input/output usage.
  • Consistency/Reliability Issues: While generally praised, some users noted it could "go off track" or "went off the rails a bit" during longer sessions, sometimes requiring resets.
  • Output Quality (Non-coding/Creative): For general chat or creative role-playing, some users found Deepseek's responses could be "completely garbled," "total gibberish," or prone to cutting off mid-sentence.
  • Terms of Service (TOS) Concerns: A significant concern raised by users is Section 5 of Deepseek's TOS, which some interpret as meaning Deepseek owns all derivative code or content generated using their API.
  • Understanding Usage/Subscription: Some users expressed confusion about how to subscribe or use Deepseek, particularly for non-developers, and where to purchase tokens or subscriptions beyond the chat app.

Deepseek

Pricing Analysis

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Growth tip

Use DeepSeek's chain-of-thought reasoning feature to train new employees in complex problem-solving scenarios specific to your business. By feeding the model real-world case studies your company has faced and reviewing the step-by-step logic DeepSeek uses to arrive at a solution, you can provide a clear and transparent learning tool that demonstrates best practices and critical thinking skills within your organization, accelerating their understanding and performance.

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