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The Emerging Market for Intelligence: How Firms Buy and Sell AI

Author

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  • Mert Demirer
  • Andrey Fradkin
  • Nadav Tadelis

Abstract

We describe the emerging business-to-business market for large language model (LLM) inference and document key empirical patterns in its supply, pricing, and dynamics, using data from OpenRouter. First, supply has expanded rapidly: the number of commercially available models, model creators, and inference providers has grown sharply, driven heavily by open-source entrants. Second, the price of intelligence has fallen roughly a thousandfold, and open-source models now cost about 90 percent less than comparable closed-source ones. Third, the market is highly dynamic, with frequent turnover among leading models and creators. Fourth, we document substantial horizontal and vertical differentiation: no single model dominates across use cases, and demand for intelligence varies widely across applications. We place these patterns in historical perspective alongside earlier general-purpose technologies.

Suggested Citation

  • Mert Demirer & Andrey Fradkin & Nadav Tadelis, 2026. "The Emerging Market for Intelligence: How Firms Buy and Sell AI," Journal of Economic Perspectives, American Economic Association, vol. 40(3), pages 23-46, Summer.
  • Handle: RePEc:aea:jecper:v:40:y:2026:i:3:p:23-46
    DOI: 10.1257/jep.20261506
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    More about this item

    JEL classification:

    • C45 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Neural Networks and Related Topics
    • L14 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Transactional Relationships; Contracts and Reputation
    • L17 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Open Source Products and Markets
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

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