Modern QA2026Token Budget Planning — tiles
Log inJoin
94 / 108 · 03 Agentic Testing Architectures · Cost Analysis: Agent Testing Economics← prev⊞ allnext →☰ Read as one page

13.2Token Budget Planning

Operation Approximate Tokens Cost (Claude Sonnet)
Observe page state (2000 chars) ~600 input $0.002
Think/decide next action ~200 output $0.003
Full ReAct step (observe+think+act) ~1000 total $0.005
30-step test execution ~30K total $0.15
100 tests per CI run ~3M total $15.00
Daily CI (3 runs) ~9M total $45.00
Monthly CI cost ~270M total $1,350.00

Comparison to traditional testing infrastructure:

Cost Category Traditional (Selenium Grid) Agentic Testing
Infrastructure (servers/VMs) $500-2000/month $0 (API-based)
LLM API costs $0 $500-2000/month
Test maintenance labor $3000-8000/month $1000-3000/month
Total monthly cost $3500-10000 $1500-5000

The cost advantage of agentic testing comes primarily from reduced maintenance labor, not from cheaper infrastructure.