Multi-Agent Framework Coordination Evaluator

Model agent coordination overhead multipliers across CrewAI, LangGraph, and custom state graphs.

Multi-Agent Cost Equation:

$ \text{Run Cost} = \sum_{s=1}^{S} \left[ (T_{\text{in}} \times P_{\text{in}}) + (T_{\text{out}} \times P_{\text{out}}) \right] \times \Omega_{\text{framework}} $

Multi-Agent Parameters

Framework Coordination Architecture

Active Agents ($N$)

Tasks / Workflow Steps

Avg Tokens / Step ($T_{\text{in}} + T_{\text{out}}$)

Coordination Overhead Multiplier 1.50x Overhead

Projected Workflow Cost $0.1890 / Run

Multi-Agent Framework Coordination Evaluator

Multi-Agent Parameters

Route Enterprise System Review