# Cast AI vs Harness Cloud Cost Management

**Leader by Vioscale score:** Harness Cloud Cost Management

| Attribute | Cast AI | Harness Cloud Cost Management |
|---|---|---|
| **Vioscale score** | 17.3 (3% (low)) | 43.5 (39% (low)) |
| deployment.options | - | `{"cloud":true,"self_hosted":true}` |
| description.long | Infrastructure platform that optimizes Kubernetes cluster performance, including network traffic monitoring, vulnerability scanning, and multi-cluster topology management. | Harness Cloud Cost Management helps organizations track and control cloud spending across AWS, Azure, and GCP with full cost attribution to teams and workloads. The platform automates cost optimization tasks including reserved instance management, Kubernetes cluster rightsizing, and detection of idle resources. |
| features.capabilities | - | `{"deployment_model":"saas","active_auto_scaling":true,"aws_billing_integration":true,"gcp_billing_integration":true,"azure_billing_integration":true,"automated_ri_sp_management":true,"kubernetes_cost_allocation":true,"rightsizing_recommendations":true}` |
| integrations.count | 3 | 8 |
| integrations.list | `[{"name":"Google Cloud"},{"name":"Prometheus"},{"name":"Helm"}]` | `[{"name":"AWS"},{"name":"Azure"},{"name":"GCP"},{"name":"Kubernetes"},{"name":"Jira"},{"name":"ServiceNow"},{"name":"Slack"},{"name":"Datadog"}]` |
| market.availability | `{"primaryMarkets":[],"availabilityScope":"global","availableCountries":[],"notAvailableCountries":[]}` | - |
| platform.support | - | `{"web":true}` |
| pricing.free_tier | - | yes |
| pricing.model | commercial | freemium |
| security.gdpr | - | yes |
| security.soc2 | - | yes |

## Capabilities (Cost Management Finops)

| Capability | Cast AI | Harness Cloud Cost Management |
|---|:--:|:--:|
| **Capabilities** |  |  |
| Deployment model | - | Saas |
| Aws billing integration | - | ✓ |
| Gcp billing integration | - | ✓ |
| Azure billing integration | - | ✓ |
| Kubernetes cost allocation | - | ✓ |
| Anomaly detection alerts | - | - |
| Rightsizing recommendations | - | ✓ |
| Automated ri sp management | - | ✓ |
| Active auto scaling | - | ✓ |
| Ci cd cost estimation | - | - |
| SOC2 type ii | - | - |
| ISO 27001 | - | - |
| Pricing model | - | - |

*Source: Vioscale. Generated 2026-09-01T15:14:37.572Z. "-" = undocumented, not absent.*