Best Alternatives to Exodus for Google Cloud Run in 2025
Exodus for Google Cloud Run is a free, open-source tool that helps developers migrate applications to Google Cloud Run using their coding agent (Claude Code, Codex, or Cursor). It checks the app locally, compares current costs with projected Cloud Run costs, identifies required changes via 50+ playbooks drawn from real migrations, and lets the agent execute the move task by task — or design a new architecture. While Exodus offers a unique agent-driven approach, several other tools and platforms can assist with cloud migration, containerization, and serverless deployment. Here are the best alternatives to consider.
Google Cloud Migrate to Containers
A managed service from Google that automatically converts VM-based applications into containers, making them ready for Cloud Run or GKE. It handles the heavy lifting of containerization without requiring a coding agent, and integrates directly with Google Cloud's ecosystem.
Docker Desktop with Kubernetes
For developers who prefer a hands-on approach, Docker Desktop simplifies building and testing containers locally, while its Kubernetes integration helps simulate Cloud Run environments. It's a flexible, widely-adopted alternative for manual migrations.
Skaffold
An open-source tool by Google that automates the build, push, and deploy workflow for Kubernetes and Cloud Run. It supports continuous development and can be integrated with CI/CD pipelines, making it ideal for teams already using containers.
Cloud Run Button
A simple, open-source utility that adds a 'Deploy to Cloud Run' button to your repository. It's perfect for quick deployments of containerized apps, though it lacks the migration analysis and cost comparison features of Exodus.
Pulumi
An infrastructure-as-code tool that supports Cloud Run provisioning across multiple languages. It enables developers to define and manage cloud resources programmatically, offering more control and repeatability than agent-based migration.
Terraform with Google Provider
The industry-standard IaC tool for provisioning Cloud Run services and related resources. It's highly extensible and works well for teams that want to codify their infrastructure, though it requires more manual setup than Exodus.
Jib
An open-source Java containerizer from Google that builds optimized Docker images for Java applications without a Docker daemon. It simplifies containerization for Java apps, which can then be deployed to Cloud Run, but it's language-specific and doesn't handle migration planning.
Exodus for Google Cloud Run stands out by leveraging coding agents to automate and guide the migration process, complete with cost analysis and playbooks. However, alternatives like Google Cloud Migrate to Containers, Skaffold, and Pulumi offer different strengths—from managed containerization to infrastructure-as-code. The best choice depends on your team's preferences, existing toolchain, and the level of automation desired. For those who want a hands-off, agent-driven experience, Exodus remains a compelling option, but these alternatives provide robust pathways to Cloud Run as well.