Feature support by cloud provider
Cloud Intelligence™ ingests billing data from Amazon Web Services (AWS), Google Cloud, Microsoft Azure, and Oracle Cloud Infrastructure (OCI), and accepts any other cost, usage, or business data through DataHub. Core FinOps capabilities such as reports, budgets, alerts, and allocations work the same way on every source. Features that act on your cloud environment, or that depend on provider-specific APIs, vary by provider.
This page summarizes what is available for each source. Feature availability also depends on your Cloud Intelligence plan; this page only compares providers within a plan.
Legend: ✓ available, — not available, N/A does not apply to the source (for example, the provider offers no such API).
Connect and ingest
| AWS | Google Cloud | Microsoft Azure | Oracle Cloud | DataHub | |
|---|---|---|---|---|---|
| Purchase cloud services from DoiT (resold billing) | ✓ AWS onboarding | ✓ Google Cloud Billing account | ✓ | — | N/A |
| Connect a standalone account (purchased from others) | ✓ AWS accounts | ✓ Google Cloud accounts | ✓ Azure accounts | ✓ OCI tenancies | N/A |
| Connection method | Cross-account IAM role and CUR discovery | Billing export to BigQuery and service account | ARM template and Cost Management export to blob storage | IAM user, group, and policies plus API key | API, CSV upload, CLI, or MCP server |
| Source billing format | CUR (CUR 2.0 upgrade available) | Standard billing export | Actual Cost export and FOCUS export | FOCUS cost report | DataHub event schema |
| Historical data import | ✓ | ✓ Import historical data | ✓ backfilled from January 1, 2023 | ✓ | ✓ you control the time range |
| Data latency after the provider publishes billing data | Less than 4 hours | Less than 4 hours | Less than 4 hours | Less than 4 hours | About 15 minutes |
| Advanced feature access (Cloud connect) | ✓ Link AWS accounts (console, CloudFormation StackSets, or Terraform) | ✓ Connect Google Cloud resources (organization, project, or dataset) | ✓ Connect Azure tenants | — | N/A |
| Assets management (billing profile assignment, tags) | ✓ AWS accounts | ✓ Billing accounts and projects | ✓ Subscriptions | ✓ Tenancies | ✓ Datasets |
Standalone accounts for all four cloud providers require a Cloud Intelligence Enhanced or Enterprise plan. See Connect cloud providers.
Analyze
| AWS | Google Cloud | Microsoft Azure | Oracle Cloud | DataHub | |
|---|---|---|---|---|---|
| Cost & Usage reports | ✓ | ✓ | ✓ | ✓ | ✓ |
| Standard dimensions (billing account, project/account, service, SKU, region) | ✓ | ✓ | ✓ | ✓ | ✓ |
| Labels and tags | ✓ Cost allocation tags | ✓ Labels and project labels | ✓ Resource tags | ✓ Resource tags | ✓ Custom label dimensions |
| Cost, Usage, Savings basic metrics | ✓ | ✓ | ✓ | ✓ Cost and Usage | ✓ Cost, Usage, Savings, and custom metrics |
| Amortized Cost extended metric | ✓ | — | ✓ Requires the Azure FOCUS export | — | ✓ |
| Marketplace purchase amortization | ✓ | ✓ | ✓ | ✓ | — |
| Provider-specific extended metrics | ✓ Base Cost for Support, AWS Public IP cost, EKS Capacity Utilization | ✓ GCP Cost at List Price, GCP On Demand Cost, GCE CUD Coverage, GKE Capacity Utilization | ✓ User defined | ✓ User defined | ✓ DataHub metrics you define |
| Forecasting | ✓ | ✓ | ✓ | ✓ | ✓ |
| Preset Intelligence dashboards | ✓ AWS Intelligence, AWS MAP Intelligence, EKS Intelligence | ✓ Google Cloud Intelligence, BigQuery Intelligence, GKE Intelligence | ✓ Azure Intelligence | ✓ OCI Intelligence | — Build custom dashboards |
| Pulse executive dashboard | ✓ | ✓ | ✓ | ✓ | ✓ when included in reports |
| CloudFlow SQL node billing tables | ✓ | ✓ | ✓ | ✓ | ✓ datahub_dci |
Govern
| AWS | Google Cloud | Microsoft Azure | Oracle Cloud | DataHub | |
|---|---|---|---|---|---|
| Budgets | ✓ | ✓ | ✓ | ✓ | ✓ |
| Alerts | ✓ | ✓ | ✓ | ✓ | ✓ |
| Allocations and cost splitting | ✓ | ✓ | ✓ | ✓ | ✓ |
| Anomaly detection on billing data | ✓ | ✓ | ✓ | ✓ | — |
| Near real-time anomaly detection | ✓ EC2 and RDS via CloudTrail | ✓ Compute Engine and BigQuery | ✓ Requires the eBPF sensor | ✓ Requires the eBPF sensor | — |
| Quota monitoring | ✓ AWS quotas | ✓ Google Cloud quotas | N/A | N/A | — |
| Cloud incidents | ✓ | ✓ | N/A | N/A | — |
Optimize
| AWS | Google Cloud | Microsoft Azure | Oracle Cloud | DataHub | |
|---|---|---|---|---|---|
| Insights from billing data (DoiT proprietary) | ✓ | ✓ | ✓ | ✓ | — |
| Third-party insights | ✓ Trusted Advisor, Cost Optimization Hub, Security Hub | ✓ Google Cloud Recommender, Recommender BigQuery export | ✓ Azure Advisor (all five categories) | — | — |
| Cloud Diagrams | ✓ | ✓ | ✓ | — | — |
| Commitment Manager | ✓ | ✓ | ✓ MACC | — | — |
| Commitment automation (utilization watchdog, commitment insurance) | ✓ | ✓ | ✓ | — | — |
| PerfectScale for Commitments | ✓ | ✓ | Available in Q4 2026 | — | — |
| Flexsave for Compute | ✓ | N/A | N/A | N/A | N/A |
| PerfectScale for Spot | ✓ Auto Scaling Groups | — | — | — | — |
| Rightsizing recommendations | ✓ via Trusted Advisor and Cost Optimization Hub insights | ✓ Compute Engine machine types | ✓ via Azure Advisor insights and Composer Insights | — | — |
| Kubernetes Intelligence | ✓ EKS | ✓ GKE | ✓ AKS | — | — |
| Managed Kubernetes dashboards | ✓ EKS Intelligence | ✓ GKE Intelligence | ✓ AKS | — | — |
Kubernetes Intelligence also supports self-managed clusters on any infrastructure through the PerfectScale agent.
Automate and ask
| AWS | Google Cloud | Microsoft Azure | Oracle Cloud | DataHub | |
|---|---|---|---|---|---|
| CloudFlow API actions | ✓ | ✓ | ✓ | ✓ | N/A |
| CloudFlow CLI connections | ✓ | ✓ | ✓ | ✓ | N/A |
| AI assistant cloud expertise | ✓ | ✓ | ✓ | ✓ | ✓ |
| AI assistant, MCP server, CLI, and API access to your cost data | ✓ | ✓ | ✓ | ✓ | ✓ |
DataHub notes
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DataHub is a data path, not a cloud provider. Use it to bring in any cost, usage, savings, or business-metric data, including data from clouds and SaaS platforms that have no native integration.
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DataHub data is kept separate from cloud billing data. Reports, budgets, and alerts include it only when you select Include DataHub data. Amounts are treated as US dollars and are not currency converted.
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Features that act on cloud resources or read provider APIs (Insights, Cloud Diagrams, anomaly detection, Commitment Manager, Flexsave, PerfectScale, quota monitoring) do not apply to DataHub data. Manage what you ingested through datasets.