AgentAAS OS
Flexera One
IBM Cloudability
IBM Turbonomic
CloudHealth (VMware Tanzu)
Anodot (Umbrella)
PointFive
CAST AI
Harness Cloud Cost Management
nOps
Azure Cost Management
Vantage
Spot (now Flexera)
GCP Cloud Billing
AWS Cost Explorer
IBM Kubecost
ProsperOps
Infracost
FOCUS Specification
▼Cost Visibility(5 capabilities)
Interactive Dashboards
9
8
8
7
8
8
7
7
7
7
7
9
6
6
7
7
3
4
3
Reporting & Exports
9
9
9
6
9
7
6
5
6
6
7
7
5
7
7
6
3
5
6
Budget Alerting
7
7
7
7
8
9
7
6
7
6
7
7
5
6
6
6
5
4
1
Multi-Cloud Visibility
10
9
9
8
9
8
6
8
7
5
1
9
7
0
0
6
5
7
10
Cost Granularity
9
7
8
7
7
7
8
8
7
7
8
7
6
8
9
9
3
6
8
▼Cost Allocation(5 capabilities)
Tag Management
10
8
8
5
8
6
5
4
6
6
6
7
4
6
6
7
1
4
7
Showback Reports
5
8
9
5
9
7
4
5
7
6
6
7
4
5
5
8
1
3
5
Chargeback Automation
4
8
9
4
8
5
3
3
5
5
4
5
3
3
3
6
1
1
4
Shared Cost Splitting
8
7
8
4
7
5
3
5
5
4
4
5
3
3
4
7
1
1
4
Organizational Hierarchy
10
9
9
6
8
6
4
4
6
6
8
7
4
7
7
5
2
3
6
▼Optimization(5 capabilities)
Rightsizing Recommendations
8
7
8
10
8
8
9
9
7
8
7
6
9
7
7
8
1
5
0
Idle Resource Detection
8
7
7
9
8
8
9
8
8
7
6
6
7
6
5
8
1
1
0
Scheduling & Parking
7
6
5
8
6
6
7
9
8
8
4
3
8
3
2
3
1
1
0
Storage Optimization
7
6
6
8
7
6
8
5
5
6
6
5
5
6
5
5
1
2
0
Network Cost Optimization
5
5
5
6
5
5
7
3
4
5
4
5
3
5
4
4
1
2
0
▼Commitment Management(5 capabilities)
RI/CUD Analysis
6
9
9
5
8
7
5
3
5
9
7
6
6
8
8
2
10
1
3
Savings Plan Coverage
6
9
9
5
7
7
5
3
5
9
7
7
5
7
8
2
10
1
3
Commitment Utilization
6
8
8
6
8
7
5
7
5
8
7
6
6
7
8
2
10
1
3
Commitment Forecasting
9
6
8
6
7
8
6
4
4
7
5
6
5
6
6
2
9
1
0
RI Marketplace
3
4
4
2
5
4
3
1
1
6
3
2
3
1
6
0
7
0
0
▼Forecasting(5 capabilities)
Trend-Based Forecasting
7
7
7
7
7
8
6
5
6
6
6
7
5
6
6
5
4
3
1
ML-Based Forecasting
8
6
7
7
6
9
7
7
5
7
4
5
6
6
4
3
7
1
0
Budget vs Actual Tracking
6
8
8
5
8
7
5
4
7
6
8
7
4
7
7
4
3
3
1
What-If Scenarios
6
6
6
8
5
6
6
5
4
5
3
4
5
3
2
3
5
7
0
Capacity Planning
5
5
6
9
5
5
5
7
4
5
4
3
7
4
3
5
2
2
0
▼Anomaly Detection(5 capabilities)
Threshold-Based Alerts
9
7
7
6
8
8
7
6
7
6
7
7
5
6
7
5
3
4
0
ML-Based Anomaly Detection
9
7
7
7
6
10
8
6
7
6
5
6
6
4
7
3
5
1
0
Root Cause Analysis
8
6
7
7
7
8
8
5
7
6
5
6
5
4
6
5
3
3
0
Anomaly Alerting & Routing
9
7
7
7
8
9
7
6
7
6
7
7
6
6
7
5
5
4
0
Event Correlation
8
4
5
7
5
8
6
4
8
4
3
4
5
3
3
4
2
6
0
▼Governance(5 capabilities)
Policy Engine
9
9
8
7
9
5
4
5
7
5
6
4
5
5
4
4
2
6
0
Compliance Monitoring
9
8
8
5
8
4
4
3
6
5
6
3
4
4
4
3
2
5
1
Approval Workflows
8
7
6
5
6
3
5
4
6
3
4
2
3
2
2
1
3
6
0
Quota Management
8
6
7
6
7
4
3
5
5
4
5
3
4
5
5
5
2
4
0
Budget Governance
9
8
9
5
8
6
4
4
6
6
8
6
4
7
7
5
3
5
1
▼Automation(5 capabilities)
Auto-Scaling Integration
7
5
5
10
5
5
6
10
6
6
6
3
10
7
6
5
1
1
0
Automated Scheduling
8
5
5
9
6
6
7
9
8
8
5
2
9
3
3
2
1
1
0
Automated Cleanup
8
5
5
8
6
6
8
7
5
6
4
7
7
3
3
3
1
1
0
Automated Remediation
9
7
6
9
5
5
8
8
6
7
3
6
9
3
2
3
9
5
0
Workflow Orchestration
8
5
6
8
5
4
7
8
7
5
5
4
8
4
3
2
7
4
0
▼Container & Kubernetes(5 capabilities)
Cluster Cost Tracking
8
7
8
9
5
7
8
10
8
7
6
8
7
6
4
10
1
2
2
Namespace Cost Allocation
7
6
7
7
4
7
7
9
7
7
6
7
5
5
3
10
1
1
1
Pod-Level Allocation
7
5
7
8
3
6
7
9
6
5
4
7
5
4
2
9
1
1
1
Cluster Efficiency
8
7
7
9
4
7
8
10
7
6
5
7
8
5
3
9
1
1
0
Container Right-Sizing
7
7
6
9
3
6
8
10
7
6
4
6
7
5
2
9
1
2
0
▼Sustainability(5 capabilities)
Carbon Footprint Tracking
9
9
5
5
5
4
3
2
3
3
7
4
2
8
5
2
1
1
2
Energy Efficiency Metrics
8
7
4
7
4
4
3
6
3
3
5
3
4
6
3
3
1
1
1
Region Optimization
8
7
3
4
3
3
2
3
2
2
5
3
3
7
3
1
1
2
2
Sustainability Reporting
9
8
5
4
5
3
2
1
2
2
7
3
2
7
4
1
1
1
1
Reduction Targets
8
6
3
3
3
2
1
1
1
1
5
2
1
4
2
1
1
0
0