--- title: "agent-starter-pack vs ix" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/googlecloudplatform-agent-starter-pack-vs-kreneskyp-ix" tools: ["googlecloudplatform-agent-starter-pack", "kreneskyp-ix"] --- # agent-starter-pack vs ix *GraphCanon updated Jul 11, 2026* ## Verdict Pick agent-starter-pack if agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features; pick ix if ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT. [agent-starter-pack](http://goo.gle/agents-cli) reports 6.5k GitHub stars, 1.5k forks, and 48 open issues, last pushed Jul 10, 2026. [ix](https://github.com/kreneskyp/ix) has 1.0k stars, 128 forks, and 15 open issues, last pushed Jan 1, 2026. Figures are from public GitHub metadata via [agent-starter-pack's repository](https://github.com/GoogleCloudPlatform/agent-starter-pack) and [ix's repository](https://github.com/kreneskyp/ix). | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [ix](/tools/kreneskyp-ix.md) | | --- | --- | --- | | Tagline | Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability. | Autonomous GPT-4 agent platform | | Stars | 6,514 | 1,045 | | Forks | 1,496 | 128 | | Open issues | 48 | 15 | | Language | Python | Python | | Adopt for | agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features. | ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT. | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | AI Agents, Inference & Serving, LLM Frameworks | AI Agents | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) | [ix](/tools/kreneskyp-ix.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Slowing (36%) | | Days since push | 0d | 191d | | Open issues (now) | 48 | 15 | | Owner type | Organization | User | | Security scan | No lockfile | 159 low (159 low) | | Full report | [trust report](/tools/googlecloudplatform-agent-starter-pack/trust.md) | [trust report](/tools/kreneskyp-ix/trust.md) | ## Shared compatibility - **Python**: [agent-starter-pack](/tools/googlecloudplatform-agent-starter-pack.md) - Python runtime; [ix](/tools/kreneskyp-ix.md) - Python runtime ## Decision facts: agent-starter-pack - **Requirements:** Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks. - **Adopt for:** agent-starter-pack is a specialized toolset for deploying AI agents on the Google Cloud Platform with built-in CI/CD, evaluation tools, and observability features. ## Decision facts: ix - **Adopt for:** ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT. ## Choose when ### Choose agent-starter-pack if… - License: agent-starter-pack is Apache-2.0, ix is MIT. - Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks.. - Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents. - Also covers Inference & Serving, LLM Frameworks. - When you require production-ready templates specifically adapted for deployment to Google Cloud. ### Choose ix if… - License: ix is MIT, agent-starter-pack is Apache-2.0. - Tags unique to ix: ai, gpt-4, openai, python. - ix ships Docker support for self-hosted deployment. - Use ix when you need a customizable Python-based environment for developing and deploying GPT-4 agents using Docker. ## When NOT to use agent-starter-pack - If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud. - When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally. ## When NOT to use ix - Avoid using ix if your project does not benefit from or is incompatible with Docker containerization. - If you prefer a platform without the requirement of Python 3.8 or higher for its CLI operations, consider other tools that do not have this prerequisite. ## Common questions ### What is the difference between agent-starter-pack and ix? agent-starter-pack: Ship AI Agents to Google Cloud in minutes, not months. Production-ready templates with built-in CI/CD, evaluation, and observability.. ix: Autonomous GPT-4 agent platform. See the comparison table for live GitHub stats and shared categories. ### When should I choose agent-starter-pack over ix? Choose agent-starter-pack over ix when License: agent-starter-pack is Apache-2.0, ix is MIT; Requirements: Requires additional software installation: Google Cloud SDK, Terraform for deployment, Make for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers Inference & Serving, LLM Frameworks; When you require production-ready templates specifically adapted for deployment to Google Cloud. ### When should I choose ix over agent-starter-pack? Choose ix over agent-starter-pack when License: ix is MIT, agent-starter-pack is Apache-2.0; Tags unique to ix: ai, gpt-4, openai, python; ix ships Docker support for self-hosted deployment; Use ix when you need a customizable Python-based environment for developing and deploying GPT-4 agents using Docker. ### When should I avoid agent-starter-pack? If you are using another cloud provider (e.g., AWS, Azure) and do not plan on moving your operations to Google Cloud. When your team lacks familiarity with Python 3.10+ or does not wish to install and manage dependencies such as the Google Cloud SDK locally. ### When should I avoid ix? Avoid using ix if your project does not benefit from or is incompatible with Docker containerization. If you prefer a platform without the requirement of Python 3.8 or higher for its CLI operations, consider other tools that do not have this prerequisite. ### Is agent-starter-pack or ix more popular on GitHub? agent-starter-pack has more GitHub stars (6,514 vs 1,045). Stars measure visibility, not whether either tool fits your constraints. ### Are agent-starter-pack and ix open source? Yes - both are open-source projects on GitHub (agent-starter-pack: Apache-2.0, ix: MIT). ### Where can I find alternatives to agent-starter-pack or ix? GraphCanon lists graph-backed alternatives at [agent-starter-pack alternatives](/tools/googlecloudplatform-agent-starter-pack/alternatives) and [ix alternatives](/tools/kreneskyp-ix/alternatives) ([agent-starter-pack markdown twin](/tools/googlecloudplatform-agent-starter-pack/alternatives.md), [ix markdown twin](/tools/kreneskyp-ix/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/googlecloudplatform-agent-starter-pack-vs-kreneskyp-ix.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, agent-starter-pack or ix? agent-starter-pack: Very active. ix: Slowing. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for agent-starter-pack and ix? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [agent-starter-pack trust report](/tools/googlecloudplatform-agent-starter-pack/trust); [ix trust report](/tools/kreneskyp-ix/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=googlecloudplatform-agent-starter-pack`](/api/graphcanon/graph?tool=googlecloudplatform-agent-starter-pack) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_