Dictionary entry Trending
AI tokenomics
also AI token economics or token economics
Definition of AI tokenomics
-
: the measurement and management of how AI tokens are produced, consumed, priced, and converted into useful or commercial outcomes, including token demand, infrastructure capacity, cost per token, and value per task
- The finance team used AI tokenomics to compare a cheap model that needed retries with a costlier model that completed each task on the first attempt.
- Good AI tokenomics tracks the tokens consumed by retrieval, reasoning, tool calls, and failed agent runs instead of counting only the final answer.
Two meanings, one word
In everyday English
In cryptocurrency, the design and economics of a digital token's supply, distribution, and incentives.
In AI
The measurement and management of how AI tokens are produced, consumed, priced, and converted into useful or commercial outcomes, including token demand, infrastructure…
Origin & history
Tokenomics was first widely associated with cryptocurrency. As generative AI services began pricing and measuring work in tokens, infrastructure and enterprise writers reused the word for the economics of AI inference. By 2026, technology companies and industry groups were using AI tokenomics for frameworks that connect token supply, demand, cost, utility, and monetization.
Editorial references
Sources & further reading
- AI Tokenomics: A Framework for Deploying and Monetizing Inference at Scale↗ Industry Framework · NVIDIA · 2026
- What Is AI Token Economics - Tokenomics?↗ Technical Explainer · Progress · 2026-09-30
- AI tokenomics: Balancing open-weight and frontier models for optimal ROI↗ Industry Analysis · Red Hat · 2026-10-14
Test yourself
Which of these is the meaning of AI tokenomics?
Cite this entry
"AI tokenomics." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/ai-tokenomics/. Accessed 15 Oct. 2026.