Amazon SageMaker Autopilot vs Oracle Code Assist

Amazon SageMaker Autopilot has no write-up on Specifiction yet; its figures are above.

Oracle Code Assist is an AI coding companion for developers working with Java, SuiteScript, PL/SQL, and applications on OCI. It offers code completion, chat assistance, and a coding agent as plugins for JetBrains IntelliJ IDEA and Visual Studio Code. Its listed tasks include generating code and test cases, annotating and explaining code, and analyzing code for bugs or inefficiencies with suggested fixes. Developers can provide parts of a codebase as prompt context, and recommendations can reflect an organization’s code, libraries, policies, and practices. Oracle says the service uses OCI GPUs for inference, temporarily processes prompts and supplied code, and deletes prompts after responding. It says supplied code snippets are not stored and personally identifiable information is not collected; the plugin does collect usage metrics and user feedback. Generated code is scanned for non-permissive licenses. The Java-optimized offering is in limited availability, and beta participation requires an application. Pricing is on request; there is no free plan.