Cost Optimization (40%)
This dimension scores how well your spend is aligned with actual usage. Factors include:- RI/Savings Plan coverage — what percentage of eligible spend is covered by commitments
- Idle resource rate — percentage of provisioned resources with near-zero utilization
- Waste ratio — spend on resources flagged by Trusted Advisor as underutilized
- Tagging coverage — percentage of resources with cost allocation tags
AI Economics (30%)
This dimension scores the efficiency of your AI workloads. Factors include:- Token efficiency — useful output per token spent, benchmarked against task type
- Cache utilization — whether prompt caching is enabled for repeat workloads
- Model-task alignment — whether workloads are using the right model tier for the task
- Error rate — percentage of API calls that fail and incur cost without producing output
Security Investment (30%)
This dimension scores how well your security spending matches your risk profile. Factors include:- Exposure vs investment ratio — monthly dollar exposure from open findings vs security service spend
- Time-to-remediation — how long high-severity findings stay open
- Finding resolution rate — percentage of flagged findings resolved within 30 days
- Security service coverage — whether GuardDuty and Security Hub are enabled