Comparison
moby vs kitaru
Verdict
Pick moby when moby is primarily Go; kitaru is Python; pick kitaru when kitaru is primarily Python; moby is Go.
Markdown twin · moby alternatives · kitaru alternatives
GraphCanon updated today
Trust & integrity
| Signal | moby | kitaru |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (1d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of today · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No criticals As of today · osv@v1 | No criticals As of today · mcp_manifest@v1 |
Tagline
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
- kitaru
- Record, replay, and improve AI agents in production, built on ZenML
Stars
- moby
- 72k
- kitaru
- 202
Forks
- moby
- 19k
- kitaru
- 15
Open issues
- moby
- 3.8k
- kitaru
- 36
Language
- moby
- Go
- kitaru
- Python
Adopt for
- moby
- -
- kitaru
- -
Persona
- moby
- -
- kitaru
- -
Runtime
- moby
- -
- kitaru
- -
License
- moby
- Apache-2.0
- kitaru
- Apache-2.0
Last pushed
- moby
- Jul 10, 2026
- kitaru
- Jul 10, 2026
Categories
- moby
- Developer Tools, Inference & Serving, LLM Frameworks
- kitaru
- AI Agents, Inference & Serving, LLM Frameworks
Trust and health
Open issues (now)
- moby
- 3.8k
- kitaru
- 36
Full report
- moby
- Trust report
- kitaru
- Trust report
Choose moby if…
- moby is primarily Go; kitaru is Python.
- Tags unique to moby: containers, docker, go, golang.
- Also covers Developer Tools.
- moby ships Docker support for self-hosted deployment.
When NOT to use moby
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose kitaru if…
- kitaru is primarily Python; moby is Go.
- Tags unique to kitaru: agent-framework, ai-agents, checkpoints, durable-execution.
- Also covers AI Agents.
When NOT to use kitaru
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (moby/moby) · observed Jul 11, 2026
- GitHub forks (moby/moby) · observed Jul 11, 2026
- Last push (moby/moby) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (zenml-io/kitaru) · observed Jul 11, 2026
- GitHub forks (zenml-io/kitaru) · observed Jul 11, 2026
- Last push (zenml-io/kitaru) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: moby 72k · kitaru 202 (synced Jul 11, 2026).
Common questions
- What is the difference between moby and kitaru?
- moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. kitaru: Record, replay, and improve AI agents in production, built on ZenML. See the comparison table for live GitHub stats and shared categories.
- When should I choose moby over kitaru?
- Choose moby over kitaru when moby is primarily Go; kitaru is Python; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment.
- When should I choose kitaru over moby?
- Choose kitaru over moby when kitaru is primarily Python; moby is Go; Tags unique to kitaru: agent-framework, ai-agents, checkpoints, durable-execution; Also covers AI Agents.
- When should I avoid moby?
- Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid kitaru?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is moby or kitaru more popular on GitHub?
- moby has more GitHub stars (71,899 vs 202). Stars measure visibility, not whether either tool fits your constraints.
- Are moby and kitaru open source?
- Yes - both are open-source projects on GitHub (moby: Apache-2.0, kitaru: Apache-2.0).
- Where can I find alternatives to moby or kitaru?
- GraphCanon lists graph-backed alternatives at moby alternatives and kitaru alternatives (moby markdown twin, kitaru 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, moby or kitaru?
- moby: Very active. kitaru: Very active. 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 moby and kitaru?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: moby trust report; kitaru trust report.