Comparison
agent-starter-pack vs ix
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.
Markdown twin · agent-starter-pack alternatives · ix alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | agent-starter-pack | ix |
|---|---|---|
| Maintenance | Very active (0d since push) As of today · github_public_v1 | Slowing (191d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | 159 low (159 low) As of today · osv@v1 |
Tagline
- 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
Stars
- agent-starter-pack
- 6.5k
- ix
- 1.0k
Forks
- agent-starter-pack
- 1.5k
- ix
- 128
Open issues
- agent-starter-pack
- 48
- ix
- 15
Language
- agent-starter-pack
- Python
- ix
- Python
Adopt for
- agent-starter-pack
- 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
- ix is an autonomous GPT-4 agent platform built using Python and Docker, licensed under MIT.
Persona
- agent-starter-pack
- -
- ix
- -
Runtime
- agent-starter-pack
- -
- ix
- -
License
- agent-starter-pack
- Apache-2.0
- ix
- MIT
Last pushed
- agent-starter-pack
- Jul 10, 2026
- ix
- Jan 1, 2026
Categories
- agent-starter-pack
- AI Agents, Inference & Serving, LLM Frameworks
- ix
- AI Agents
Trust and health
Maintenance
- agent-starter-pack
- Very active (96%)
- ix
- Slowing (36%)
Days since push
- agent-starter-pack
- 0d
- ix
- 191d
Open issues (now)
- agent-starter-pack
- 48
- ix
- 15
Owner type
- agent-starter-pack
- Organization
- ix
- User
Security scan
- agent-starter-pack
- No lockfile
- ix
- 159 low (159 low)
Full report
- agent-starter-pack
- Trust report
Shared compatibility
- Python · agent-starter-pack: Python runtime · ix: Python runtime
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.
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.
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 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.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Jul 11, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (kreneskyp/ix) · observed Jul 11, 2026
- GitHub forks (kreneskyp/ix) · observed Jul 11, 2026
- Last push (kreneskyp/ix) · observed Jan 1, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: agent-starter-pack 6.5k · ix 1.0k (synced Jul 11, 2026).
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 and ix alternatives (agent-starter-pack markdown twin, ix markdown twin), 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 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; ix trust report.