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Illustrative fixture

Cost Comparison Fixture: AVM-Composed vs Hand-Authored Bicep

By FrootAI Engine Team · CC0-1.0 · Source declared: Pre-filled sample-data.json values; source prices are not independently verified by the script

Not citation-grade evidence

The referenced script replays eight cached examples. No raw 100-workload run, price API receipt, source-template corpus, or deployment evidence is attached.

Do not use this fixture to claim cost, carbon, performance, or product superiority.

Fixture categories

8

Comparison by Category

USD/month (avg. per workload category)

View data table
CategoryAVMHandDelta
Compute4,2004,750−12%
Database3,1003,600−14%
Network890950−6%
Storage1,4501,770−18%
AI/ML5,8005,650-3%
Containers2,1002,400−13%
Messaging340380−11%
Monitoring280310−10%

Fixture Observations

  • 1.The fixture contains eight categories with one cached example per category.
  • 2.The script deterministically calculates deltas from those supplied values.
  • 3.The fixture is suitable for validating report behavior, not for claiming average savings or production outcomes.

Fixture Design

The reproduction script reads eight pre-filled category examples from sample-data.json and calculates category deltas. It does not query the Azure Retail Prices API, compose 100 workloads, or compare deployed infrastructure. The values exercise Lab chart, table, and report plumbing.

Limitations

  • • Only eight pre-filled examples are included.
  • • The script does not call the Azure Retail Prices API.
  • • No raw 100-workload corpus or independent review is attached.
  • • The fixture cannot support a savings, superiority, or production-readiness claim.

Replay This Fixture

Replay the deterministic sample transformation. The script, sample data, and expected output are in the repository:

git clone https://github.com/frootai/frootai-core
cd frootai-core/scripts/benchmarks/avm-vs-hand-cost
bash run.sh
View script on GitHub