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    DataYes

    DataYes

    AI Empowers Investment

    Est 2013|Raised $100M|11 Ref Customers
    LinkedIn 1K|Web traffic 72K|FTEs 213|HQ Shanghai, Shanghai, CN
    MarketsInvestment Research & Market Intelligence PlatformsMarket Data & Reference Data
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      Published Oct 15, 2026

      01Competitive Landscape

      Narrative analysis

      #### Where DataYes may be suitable - China A-share-centric quantitative and fundamental workflows: vendor materials reference forecasting models and alternative datasets oriented to China A-shares. - Integrated workflow ambition: the vendor's product set spans research, portfolio management, and risk monitoring rather than being solely a raw data feed. #### Where competitors may have strengths - Wind: strong presence and established position in China terminal usage in many institutions; recognized for China market depth. - Morningstar Direct: mature global analytics and reporting modules for asset/wealth managers. - Bloomberg/Refinitiv/FactSet: broader global real-time coverage, extensive news ecosystems, and more publicly documented enterprise security/compliance programs. #### Market/operational risk comparison (China data access) China financial and economic data access can be subject to regulatory-driven restrictions in the broader market. Buyers should confirm what data can be accessed by offshore users and under what contractual conditions.
      DataYes (Datayes)
      Wind Financial Terminal (WFT)
      Morningstar Direct
      Starting priceNot publicly listed (enterprise quote)Not publicly listed (trial available; price not shown on official page)Not publicly listed (quote-based for business)
      Primary use caseChina-focused institutional investors requiring integrated research, data, and portfolio/risk workflowsChina financial institutions requiring a China-centric terminal and market dataGlobal asset/wealth managers needing research, analytics, and reporting across global investments
      Key strengthsChina A-share focus and stated use of AI and knowledge graph technologies; vendor-stated client scale metricsEstablished China market data coverage and terminal featuresGlobal product ecosystem with integrated analytics, data feeds, and reporting modules
      Key weaknessesLimited public transparency on security certifications, pricing, and independently validated outcomesOffshore access constraints have been reported for China data providers in the broader market contextCan be complex for some workflows; pricing is typically opaque and enterprise-oriented

      Where DataYes may be suitable

      • China A-share-centric quantitative and fundamental workflows: vendor materials reference forecasting models and alternative datasets oriented to China A-shares.
      • Integrated workflow ambition: the vendor's product set spans research, portfolio management, and risk monitoring rather than being solely a raw data feed.

      Where competitors may have strengths

      • Wind: strong presence and established position in China terminal usage in many institutions; recognized for China market depth.
      • Morningstar Direct: mature global analytics and reporting modules for asset/wealth managers.
      • Bloomberg/Refinitiv/FactSet: broader global real-time coverage, extensive news ecosystems, and more publicly documented enterprise security/compliance programs.

      Market/operational risk comparison (China data access)

      China financial and economic data access can be subject to regulatory-driven restrictions in the broader market. Buyers should confirm what data can be accessed by offshore users and under what contractual conditions.