Compare Applications with Other OCI Container Deployment Options
Compare Generative AI Applications with OCI Container Instances and Oracle Kubernetes Engine (OKE).
OCI Generative AI applications provide a managed deployment option for agentic applications and MCP servers. The following tables compare them with other OCI container deployment solutions.
Compare Generative AI Applications with OCI Container Instances
| Capability | GenAI Applications | OCI Container Instances |
|---|---|---|
| Primary use | Web services, especially agentic applications and MCP servers | Batch jobs, scripts, and workers |
| Trigger model | HTTP or event-driven | Manual, API-driven, or scheduled |
| Scaling | Automatic scaling from 0 to many instances | No built-in autoscaling |
| Scale to zero | Yes | Not automatic |
| Load balancing | Built in | User managed |
| Abstraction level | Higher level, serverless-style deployment | Lower level container execution |
| Startup model | Fast, request-based startup | Starts like a small VM |
| Networking | Managed HTTPS endpoints | VCN-level control |
Compare Generative AI Applications with OKE
| Capability | GenAI Applications | OKE |
|---|---|---|
| Operations overhead | Low | High |
| Scaling | Automatic scaling from 0 to N | Configurable with HPA and cluster autoscaling |
| Scale to zero | Yes | Not native |
| Deployment | Simple, by pushing a container image | More complex, with manifests and Helm charts |
| Control | Limited | Full control |
| Networking | Fully managed | Fully customizable |
| Use case | APIs and stateless services | Complex distributed systems |