IDC Market Glance: Artificial Intelligence Cost Management, 4Q26

Дата публикации: 09-10-2026 04:00:00

The IDC Market Glance is a taxonomy document intended to visually depict a concise current-state view of the artificial intelligence cost management market. It includes vendors involved in four vendor categories, including AI cost planning and budgeting, sourcing, implementation, and operations. It also includes subcategories of vendors that offer token consumption and model solutions, TCO forecasting, AI cost accounting and P&L governance, budget controls/spending limits/governance enforcement, model portfolio management, model routing and matching, prompt and context optimization, cost-aware agent orchestration, cost observability and telemetry, cost anomaly detection and alerting, cost attribution, value/ROI/outcome analytics, and model version management and benchmarking.

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