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Comparison

GAGE vs moby

Verdict

Pick GAGE when gAGE is primarily Python; moby is Go; pick moby when moby is primarily Go; GAGE is Python.

Markdown twin · GAGE alternatives · moby alternatives

GraphCanon updated today

GAGE logo

GAGE

HiThink-Research/GAGE

★ 51pushed Jun 2, 2026
vs
moby logo

moby

moby/moby

★ 72kpushed Jul 10, 2026

Trust & integrity

SignalGAGEmoby
Maintenance
Steady (43d since push)
As of today · github_public_v1
Very active (1d since push)
As of 3d · github_public_v1
Provenance
Not a fork · Organization account
As of today · github_public_v1
Not a fork · Organization account
As of 3d · github_public_v1
OSV dependency advisories
Published findings
As of today · osv@v1
No published findings from this source as of 2026-07-11
As of 3d · 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
GAGE trust reportmoby trust reportTrust methodology

Tagline

GAGE
General AI evaluation and Gauge Engine. A unified evaluation engine for LLMs, MLLMs, audio, and diffusion models.
moby
The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems

Stars

GAGE
51
moby
72k

Forks

GAGE
8
moby
19k

Open issues

GAGE
3
moby
3.8k

Language

GAGE
Python
moby
Go

Adopt for

GAGE
-
moby
-

Persona

GAGE
-
moby
-

Runtime

GAGE
-
moby
-

License

GAGE
-
moby
Apache-2.0

Last pushed

GAGE
Jun 2, 2026
moby
Jul 10, 2026

Categories

GAGE
AI Agents, Inference & Serving, LLM Frameworks
moby
Developer Tools, Inference & Serving, LLM Frameworks

Trust and health

Maintenance

GAGE
Steady (60%)
moby
Very active (96%)

Days since push

GAGE
43d
moby
1d

Open issues (now)

GAGE
3
moby
3.8k

OSV dependency advisories

GAGE
Published findings
moby
No published findings from this source as of 2026-07-11

Full report

GAGE
Trust report
moby
Trust report

Choose GAGE if…

  • GAGE is primarily Python; moby is Go.
  • Tags unique to GAGE: agent, game-arena, llm, llm-evaluation.
  • Also covers AI Agents.

When NOT to use GAGE

  • 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.
GitHubDetails

Choose moby if…

  • moby is primarily Go; GAGE 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.
GitHubDetails

Explore

GAGE trust report →moby trust report →AI Agents category →Inference & Serving category →LLM Frameworks category →Developer Tools category →All comparisonsStack workflowsTrending tools

Sources

Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.

GitHub stars on cards: GAGE 51 · moby 72k (synced Jul 15, 2026).

Common questions

What is the difference between GAGE and moby?
GAGE: General AI evaluation and Gauge Engine. A unified evaluation engine for LLMs, MLLMs, audio, and diffusion models.. moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. See the comparison table for live GitHub stats and shared categories.
When should I choose GAGE over moby?
Choose GAGE over moby when GAGE is primarily Python; moby is Go; Tags unique to GAGE: agent, game-arena, llm, llm-evaluation; Also covers AI Agents.
When should I choose moby over GAGE?
Choose moby over GAGE when moby is primarily Go; GAGE 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 avoid GAGE?
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.
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.
Is GAGE or moby more popular on GitHub?
moby has more GitHub stars (71,899 vs 51). Stars measure visibility, not whether either tool fits your constraints.
Are GAGE and moby open source?
Yes - both are open-source projects on GitHub.
Where can I find alternatives to GAGE or moby?
GraphCanon lists graph-backed alternatives at GAGE alternatives and moby alternatives (GAGE markdown twin, moby 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, GAGE or moby?
GAGE: Steady. moby: 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 GAGE and moby?
GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: GAGE trust report; moby trust report.

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