Comparison
moby vs julius
Verdict
Pick moby when tags unique to moby: containers, docker, go; pick julius when tags unique to julius: ai-security, attack-surface, capability, llm-evaluation.
Markdown twin · moby alternatives · julius alternatives
GraphCanon updated today
Trust & integrity
| Signal | moby | julius |
|---|---|---|
| Maintenance | Very active (1d since push) As of 3d · github_public_v1 | Very active (4d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 3d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| OSV dependency advisories | No published findings from this source as of 2026-07-11 As of 3d · osv@v1 | No published findings from this source as of 2026-07-15 As of today · 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
- moby
- The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems
- julius
- Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds
Stars
- moby
- 72k
- julius
- 76
Forks
- moby
- 19k
- julius
- 6
Open issues
- moby
- 3.8k
- julius
- 14
Language
- moby
- Go
- julius
- Go
Adopt for
- moby
- -
- julius
- -
Persona
- moby
- -
- julius
- -
Runtime
- moby
- -
- julius
- -
License
- moby
- Apache-2.0
- julius
- Apache-2.0
Last pushed
- moby
- Jul 10, 2026
- julius
- Jul 10, 2026
Categories
- moby
- Developer Tools, Inference & Serving, LLM Frameworks
- julius
- Inference & Serving, LLM Frameworks, Vector Databases
Trust and health
Days since push
- moby
- 1d
- julius
- 4d
Open issues (now)
- moby
- 3.8k
- julius
- 14
OSV dependency advisories
- moby
- No published findings from this source as of 2026-07-11
- julius
- No published findings from this source as of 2026-07-15
Full report
- moby
- Trust report
- julius
- Trust report
Choose moby if…
- Tags unique to moby: containers, docker, go.
- 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 julius if…
- Tags unique to julius: ai-security, attack-surface, capability, llm-evaluation.
- Also covers Vector Databases.
- Leaner open-issue backlog (14).
When NOT to use julius
- 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.
- Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
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 (praetorian-inc/julius) · observed Jul 15, 2026
- GitHub forks (praetorian-inc/julius) · observed Jul 15, 2026
- Last push (praetorian-inc/julius) · observed Jul 10, 2026
- License file (Apache-2.0) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
GitHub stars on cards: moby 72k · julius 76 (synced Jul 11, 2026).
Common questions
- What is the difference between moby and julius?
- moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. julius: Simple LLM service identification - translate IP:Port to Ollama, vLLM, LiteLLM, or 60+ other AI services in seconds. See the comparison table for live GitHub stats and shared categories.
- When should I choose moby over julius?
- Choose moby over julius when Tags unique to moby: containers, docker, go; Also covers Developer Tools; moby ships Docker support for self-hosted deployment.
- When should I choose julius over moby?
- Choose julius over moby when Tags unique to julius: ai-security, attack-surface, capability, llm-evaluation; Also covers Vector Databases; Leaner open-issue backlog (14).
- 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 julius?
- 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. Vector Databases: Don't reach for a dedicated vector DB under ~100k vectors; pgvector on your existing Postgres is simpler to operate.
- Is moby or julius more popular on GitHub?
- moby has more GitHub stars (71,899 vs 76). Stars measure visibility, not whether either tool fits your constraints.
- Are moby and julius open source?
- Yes - both are open-source projects on GitHub (moby: Apache-2.0, julius: Apache-2.0).
- Where can I find alternatives to moby or julius?
- GraphCanon lists graph-backed alternatives at moby alternatives and julius alternatives (moby markdown twin, julius 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 julius?
- moby: Very active. julius: 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 julius?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: moby trust report; julius trust report.