Cloud AI Agent Economics & Drift Analyzer

Agent Simulation Parameters Config

Monthly Task Invocations: 50,000

Model Tier Benchmark

Input Token Cost / M: $2.50

Output Token Cost / M: $10.00

Always-On VPS / Container ($/mo): $40.00

SaaS Subscription Price ($/user/mo): $29.00

Active Subscribers (MAU): 500

Log File & Transcript Parser

Drag & Drop Execution Logs (CSV / JSON)

Or click to browse local transcript files

Serverless Mo. Cost $0.00 Tokens + Invocations

24/7 VPS Hosting $40.00 Fixed Server Overhead

Monthly SaaS Revenue $14,500 500 Users @ $29/mo

Net SaaS Margin 0.0% Optimal Architecture

Analyzing architecture efficiency...

Hosting Model Scaling Breakdown (Serverless vs VPS) X: Monthly Invocations | Y: Monthly Overhead ($)

NLP Topic Drift & Latency Scatter (Compromise NLP) High Drift (>0.3) Indicates Execution Risk

Execution Log Stream (0 Runs Analyzed)

Timestamp	Intent	Tokens	Latency	Drift Score	Status