Deepseek’s Theoretical Daily Revenue: Bridging Open Source and Commercialization in AI

Introduction:
DeepSeek, launched in May 2023 as a subsidiary of the Chinese hedge fund High-Flyer, has rapidly emerged as a significant player in the AI landscape. Founded by Liang Wenfeng, DeepSeek distinguishes itself through its commitment to open-source large language models (LLMs), aiming to democratize access to advanced AI technology. While prioritizing open-source principles, DeepSeek also employs revenue-generating strategies to sustain its operations and research. This report analyzes Deepseek’s financial model and assesses its daily revenue based on available data, considering the inherent complexities of its open-source approach and revenue streams.

Deepseek’s Business Model: Open Source with Commercial Aspects:
Despite its open-source ethos, DeepSeek operates under a hybrid business model that incorporates commercial elements. While founder Liang Wenfeng has consistently released DeepSeek iterations (V3 and R1) as open-source and free for modification, the company generates revenue through several key avenues:

  • API Access Fees: DeepSeek charges developers and businesses for API access to its advanced models, such as DeepSeek-V3 and DeepSeek-R1 (reasoner). This access is typically priced on a token basis, allowing for scalable usage and revenue generation.
  • Enterprise Solutions: DeepSeek offers customized AI solutions tailored to specific enterprise needs. These bespoke solutions represent a direct revenue stream by addressing the unique requirements of corporate clients.
  • Funding from High-Flyer: DeepSeek’s research and development are financially supported by High-Flyer, its parent company. High-Flyer, an AI-driven quantitative trading hedge fund co-founded by Liang Wenfeng, channels profits into DeepSeek’s operations, providing a substantial financial foundation.

This multi-faceted approach allows DeepSeek to pursue its mission of narrowing the gap between open and closed AI models while ensuring financial sustainability through commercial offerings and strategic funding.

Analysis of Deepseek’s Theoretical Daily Revenue:
Recent disclosures from DeepSeek provide insights into its potential revenue scale. While actual revenue figures are not precisely detailed, estimations and theoretical calculations are available:

  • Annual Revenue Potential: DeepSeek estimates an annual revenue potential exceeding $200 million for its V3 and R1 models.
  • Theoretical Daily Revenue: Based on a reported cost-profit ratio of 545%, DeepSeek claims a theoretical daily revenue of $562,027. This figure is derived from the hypothetical profitability of its models relative to their operational costs.
  • Inference Costs: DeepSeek estimates daily inference costs for V3 and R1 at $87,072. This calculation assumes an hourly cost of $2 for renting a single Nvidia H800 chip, highlighting the significant infrastructure expenses associated with AI model deployment.

Crucial Caveats on Revenue Figures:
It is critical to understand that the reported daily revenue of $562,027 is theoretical, not actualized. DeepSeek explicitly clarifies that actual revenue is “substantially lower” than this theoretical figure for several reasons:

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  • Free Services: DeepSeek offers many of its services for free, aligning with its open-source commitment and aiming to maximize community access and adoption.
  • Variable Developer Pricing: Pricing for developer API access is not uniform and fluctuates, especially during off-peak hours. This variable pricing structure impacts the predictability and consistency of daily revenue streams.

Therefore, while $562,027 represents a potential daily earning capacity under optimal conditions and full commercialization, it does not reflect the current realized daily revenue due to Deepseek’s strategic decisions to provide free access and implement flexible pricing models.

Conclusion:
While Deepseek’s theoretical daily revenue is estimated at $562,027 based on its cost-profit ratio, this figure is not representative of its actual daily earnings. Deepseek’s commitment to open-source principles and variable service pricing means that its realized daily revenue is significantly lower and not precisely quantifiable from the available data. Deepseek operates a nuanced business model, balancing open access with strategic revenue streams from API access, enterprise solutions, and substantial financial backing from High-Flyer. This approach allows Deepseek to contribute significantly to the open-source AI community while building a financially sustainable organization, even if precise daily revenue figures remain less transparent due to its strategic choices.


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