Blog
Insights on AI cost optimization
GuideMar 25, 2026
How much does your AI agent actually cost?
We analyzed 50 AI agent deployments and found that the average team wastes 28% of their LLM spend. Here's how to find and fix it.
AnalysisMar 26, 2026
GPT-4o vs Claude Haiku: when to use which
A data-driven comparison of model costs for common agent tasks. Spoiler: 73% of GPT-4o calls could run on Haiku.
TechnicalMar 27, 2026
Let your agents manage their own budgets
How MCP Server enables AI agents to check budgets, auto-downgrade models, and self-throttle without human intervention.
EcosystemMar 28, 2026
The AI Agent Cost Stack: who does what
An overview of the ecosystem: billing platforms for AI vendors, cost monitoring for AI operators, and how they work together.
Thought LeadershipMar 29, 2026
The Agentic Cost Ratio: a new KPI for AI teams
Introducing the Agentic Cost Ratio — the relationship between what your agents cost and the value they produce.