Topics index
Agentic AI Pricing Topic Guides
Nine buyer guides covering pricing models, TCO, ROI and the real cost of open source.
All topic guides
Cards link to the full guide for each topic.
T1
Agentic AI explained
→What "agentic" actually means and the product-shape taxonomy in 2026.
T2
Pricing models compared
→Per-conversation, per-resolution, per-message, per-seat, per-task, per-credit, per-node-hour.
T3
Token cost vs platform cost
→Why the platform list price is often only half the bill.
T4
Build vs buy AI agent
→Custom SDK build vs commercial platform decision framework.
T5
Agent TCO
→Full year-one cost beyond platform list price.
T6
Agentic AI ROI
→Board-ready framing without leaning on vendor case studies.
T7
Cost by team size
→Startup, mid-market and enterprise vendor short-lists.
T8
Open-source framework cost
→Real annual cost of CrewAI, LangGraph, AutoGen, LlamaIndex.
T9
Hidden costs
→Eval, observability, HITL review, integration, change.
Last verified June 2026