Comparison
agent-starter-pack vs ix
Verdict
Pick agent-starter-pack if agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python; 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 5d
vs
Trust & integrity
| Signal | agent-starter-pack | ix |
|---|---|---|
| Maintenance | Active (29d since push) As of 5d · github_public_v1 | Slowing (225d since push) As of 1w · github_public_v1 |
| Provenance | Not a fork · Organization account As of 5d · github_public_v1 | Not a fork · Personal account As of 1w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | Published findings As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- agent-starter-pack
- Ship AI Agents to Google Cloud in minutes 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
- 49
- ix
- 15
Language
- agent-starter-pack
- Python
- ix
- Python
Adopt for
- agent-starter-pack
- agent-starter-pack offers built-in CI/CD, evaluation tools, and observability for deploying generative AI agents on Google Cloud with Python.
- 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 21, 2026
- ix
- Jan 1, 2026
Categories
- agent-starter-pack
- AI Agents, Evaluation & Observability
- ix
- AI Agents
Trust and health
Maintenance
- agent-starter-pack
- Active (82%)
- ix
- Slowing (36%)
Days since push
- agent-starter-pack
- 29d
- ix
- 225d
Open issues (now)
- agent-starter-pack
- 49
- ix
- 15
Stars delta
- agent-starter-pack
- +18 (30d)
- ix
- -1 (30d)
Open issues delta
- agent-starter-pack
- +1 (30d)
- ix
- 0 (30d)
Owner type
- agent-starter-pack
- Organization
- ix
- User
OSV dependency advisories
- agent-starter-pack
- No lockfile (source not queried)
- ix
- Published findings
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: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks..
- Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents.
- Also covers Evaluation & Observability.
- You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines.
When NOT to use agent-starter-pack
- Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it.
- You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups.
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 Aug 20, 2026
- GitHub forks (GoogleCloudPlatform/agent-starter-pack) · observed Aug 20, 2026
- Last push (GoogleCloudPlatform/agent-starter-pack) · observed Jul 21, 2026
- License file (Apache-2.0) · observed Aug 20, 2026
- Decision facts (enrichment) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (kreneskyp/ix) · observed Aug 14, 2026
- GitHub forks (kreneskyp/ix) · observed Aug 14, 2026
- Last push (kreneskyp/ix) · observed Jan 1, 2026
- License file (MIT) · observed Aug 14, 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 Aug 20, 2026).
Common questions
- What is the difference between agent-starter-pack and ix?
- agent-starter-pack: Ship AI Agents to Google Cloud in minutes 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: Depends on Python 3.10+.; Requires the Google Cloud SDK for interacting with GCP services.; Terraform is needed for deployment purposes.; Make utility should be installed for development tasks.; Tags unique to agent-starter-pack: agents, gcp, gemini, genai-agents; Also covers Evaluation & Observability; You are working with Google Cloud and wish to deploy generative AI agents quickly using production-ready templates that come with integrated CI/CD pipelines.
- 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?
- Your project is hosted on a cloud provider other than Google Cloud, as this tool is optimized for GCP services and uses Terraform specifically configured for deployment with it. You do not need or want built-in CI/CD pipelines and evaluation tools, preferring to manage these components separately through different tools or self-configured setups.
- 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 (6,537 vs 1,044). 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: 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.