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In-depth Analysis of the Commercial Monetization Path of Wenxin Large Model

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January 5, 2026

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In-depth Analysis of the Commercial Monetization Path of Wenxin Large Model

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Based on the latest financial data and market analysis, I will provide an in-depth analysis of

the commercial monetization path of Wenxin Large Model
:


1. Core Data Overview
1.1 Rapid Scale Growth
  • Call Volume Surge
    : In December 2024, Wenxin Large Model’s daily call volume reached
    1.65 billion
    , a year-on-year increase of
    33x
    (from 50 million).
  • User Scale
    : The number of Wenxin Yiyan users exceeded
    430 million
    .
  • Search Penetration
    : AI search has covered
    22%
    of Baidu’s search queries and reached
    83%
    of Baidu App’s monthly active users.
1.2 Revenue Contribution Emerges

According to Baidu’s 2024 Q4 financial report [1]:

  • Smart Cloud Business
    : Q4 revenue increased by 26% year-on-year, becoming the core growth engine.
  • Non-online Marketing Revenue
    : Increased by 18% year-on-year to RMB 9.8 billion, mainly driven by the smart cloud business.
  • Overall Online Marketing Revenue
    : Decreased by 7% year-on-year to RMB17.9 billion; AI business effectively offset the weakness in the advertising business.

2. Commercial Monetization Path Analysis
✅ Path 1: MaaS (Model as a Service) Platform
  • Provides API services for DeepSeek and Wenxin Yiyan 4.5 models.
  • Bocom International expects cloud business revenue to grow by
    20%
    in 2025 [1].
  • AI infrastructure and cross-selling opportunities for enterprise customers continue to increase.
✅ Path 2: AI Search Monetization
  • Monetization Timeline
    : Expected to officially launch in the second half of 2025 [1].
  • Currently,
    22%
    of search results are generated by AI.
  • HSBC expects the effect of AI search transformation to appear in the second half of this year, and advertising revenue is expected to resume positive growth.
✅ Path3: Subscription Value-added Services
  • Baidu Docs AI
    : MAU reached
    94 million
    , with a sequential increase of
    83%
    and a year-on-year increase of
    216%
    .
  • Subscription Revenue
    : Increased by
    21%
    year-on-year; the subscription model has been proven effective.
✅ Path4: Free Strategy for Customer Acquisition, Value-added Monetization
  • Wenxin Yiyan will be open for free starting April1
    [1] to expand the user base.
  • Achieve subsequent monetization through ecological effects and user stickiness.

##3. Evaluation of Monetization Path Clarity

Dimension Evaluation Explanation
Income Growth Certainty
⭐⭐⭐⭐ Cloud business grows at a high speed of26%, forming scale effect.
Business Model Maturity
⭐⭐⭐⭐ Three paths (MaaS+Subscription+Search Advertising) are clear.
Technology Moat
⭐⭐⭐ Facing challenges from new competitors like DeepSeek.
Monetization Rhythm
⭐⭐⭐⭐ AI search monetization progresses as planned in the second half of the year.

##4. Risks and Challenges

###⚠️ Intensified Competition

  • WeChat is conducting a gray-scale test on DeepSeek integration [1], posing a threat to the search market.
  • Daiwa Securities downgraded the rating to “Outperform”, worrying that fierce AI competition will lead to meager profits for infrastructure suppliers.

###⚠️ Profit Margin Pressure

  • HSBC pointed out that the revenue mix is shifting to low-margin cloud business [1], and overall profitability is under test.
  • Adjusted EBITDA decreased by
    23.2%
    year-on-year to RMB
    6.954 billion
    .

##5. Conclusion

The commercial monetization path of Wenxin Large Model is relatively clear
, mainly reflected in:

  1. Scale foundation established
    :1.65 billion daily calls +430 million users form a strong ecosystem.
  2. Diversified monetization paths
    :A three-dimensional revenue structure of MaaS subscription +AI search advertising +value-added services.
  3. Growth inflection point approaching
    :Cloud business grows at 26% +AI search monetization starts in the second half of the year.
  4. ⚠️
    Need to pay attention to competition
    :The rise of new forces like DeepSeek brings uncertainty.

Bocom International maintains a “Buy” rating
, believing that the value of AI cloud as the
second growth curve
is emerging, and autonomous driving is expected to become the
third growth curve
[1].


References
:[1] Baidu2024 Q4 Results and Brokerage Rating Summary (https://hk.finance.yahoo.com/news/综合大行于百度09888-HK公布业绩后最新评级-040237080.html)

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