The Agentic Workload Simulator

Don't calculate flat API calls. Simulate how autonomous agent loops recursively explode your context window, compute costs, and compliance risks.

1. Select AI Backbone

EU Sovereign Non-EU data routingPrices: €/1M tokens (in / out)

2. Monthly Task Volume50,000 tasks

e.g., Invoices processed, PRs reviewed, Support tickets handled.

3. Agent Loops per Task 5 reasoning steps

Because LLMs are stateless, every step resends the previous history. Watch the cost on the right scale exponentially.

Projected API Cost (OpEx)

€1,899/mo

Without a semantic cache proxy, your agent is wasting €759/mo purely on redundant system prompt re-processing.

Hetzner GEX131 (CapEx)€889/mo

Deploy 1x RTX PRO 6000 Blackwell (96 GB) on sovereign EU infrastructure.ROI Positive: Save €1,010/mo vs APIs.

EU AI Act Status: EU regions available. Verify data processing agreements for full compliance.

Your developers are building infinite loops that blow through token budgets. Get a personalised architecture assessment to fix this workload.