Gartner: Agentic AI Costs Set To Quintuple By 2028
TL;DR. Gartner warns agentic AI workflow costs will increase fivefold by 2028, despite cheaper tokens, due to increased complexity. - Foundation model token prices are falling, but complex agent workflows consume far more tokens, driving up overall inference costs. - The independent nature of AI agents and their intricate design make them considerably more complex than simple chatbots. - The rate of AI innovation in agents currently outpaces cost curve efficiencies for advanced capabilities.
- Agentic AI workflow costs are projected to rise fivefold by 2028.
- Cheaper AI tokens will not offset the increased consumption from complex agent applications.
- Gartner identifies the 'inference paradox' where falling model prices encourage more complex, token-heavy workflows.
- AI agents are significantly more complex than chatbots, contributing to higher operational expenses.
Sources
- remyhax.xyz — remyhax.xyz
- Agentic AI costs set to balloon fivefold by 2028 — theregister.com
- 9to5mac.com — 9to5mac.com